Context stringlengths 57 6.04k | file_name stringlengths 21 79 | start int64 14 1.49k | end int64 18 1.5k | theorem stringlengths 25 1.55k | proof stringlengths 5 7.36k | rank int64 0 2.4k |
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import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.LinearAlgebra.Dimension.Constructions
open Cardinal Submodule Set FiniteDimensional
universe u v
section Module
variable {K : Type u} {V : Type v} [Ring K] [StrongRankCondition K] [AddCommGroup V] [Module K V]
noncomputable def Basis.ofRankEqZero [Module.Free K V] {ι : Type*} [IsEmpty ι]
(hV : Module.rank K V = 0) : Basis ι K V :=
haveI : Subsingleton V := by
obtain ⟨_, b⟩ := Module.Free.exists_basis (R := K) (M := V)
haveI := mk_eq_zero_iff.1 (hV ▸ b.mk_eq_rank'')
exact b.repr.toEquiv.subsingleton
Basis.empty _
#align basis.of_rank_eq_zero Basis.ofRankEqZero
@[simp]
theorem Basis.ofRankEqZero_apply [Module.Free K V] {ι : Type*} [IsEmpty ι]
(hV : Module.rank K V = 0) (i : ι) : Basis.ofRankEqZero hV i = 0 := rfl
#align basis.of_rank_eq_zero_apply Basis.ofRankEqZero_apply
theorem le_rank_iff_exists_linearIndependent [Module.Free K V] {c : Cardinal} :
c ≤ Module.rank K V ↔ ∃ s : Set V, #s = c ∧ LinearIndependent K ((↑) : s → V) := by
haveI := nontrivial_of_invariantBasisNumber K
constructor
· intro h
obtain ⟨κ, t'⟩ := Module.Free.exists_basis (R := K) (M := V)
let t := t'.reindexRange
have : LinearIndependent K ((↑) : Set.range t' → V) := by
convert t.linearIndependent
ext; exact (Basis.reindexRange_apply _ _).symm
rw [← t.mk_eq_rank'', le_mk_iff_exists_subset] at h
rcases h with ⟨s, hst, hsc⟩
exact ⟨s, hsc, this.mono hst⟩
· rintro ⟨s, rfl, si⟩
exact si.cardinal_le_rank
#align le_rank_iff_exists_linear_independent le_rank_iff_exists_linearIndependent
theorem le_rank_iff_exists_linearIndependent_finset
[Module.Free K V] {n : ℕ} : ↑n ≤ Module.rank K V ↔
∃ s : Finset V, s.card = n ∧ LinearIndependent K ((↑) : ↥(s : Set V) → V) := by
simp only [le_rank_iff_exists_linearIndependent, mk_set_eq_nat_iff_finset]
constructor
· rintro ⟨s, ⟨t, rfl, rfl⟩, si⟩
exact ⟨t, rfl, si⟩
· rintro ⟨s, rfl, si⟩
exact ⟨s, ⟨s, rfl, rfl⟩, si⟩
#align le_rank_iff_exists_linear_independent_finset le_rank_iff_exists_linearIndependent_finset
theorem rank_le_one_iff [Module.Free K V] :
Module.rank K V ≤ 1 ↔ ∃ v₀ : V, ∀ v, ∃ r : K, r • v₀ = v := by
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := K) (M := V)
constructor
· intro hd
rw [← b.mk_eq_rank'', le_one_iff_subsingleton] at hd
rcases isEmpty_or_nonempty κ with hb | ⟨⟨i⟩⟩
· use 0
have h' : ∀ v : V, v = 0 := by
simpa [range_eq_empty, Submodule.eq_bot_iff] using b.span_eq.symm
intro v
simp [h' v]
· use b i
have h' : (K ∙ b i) = ⊤ :=
(subsingleton_range b).eq_singleton_of_mem (mem_range_self i) ▸ b.span_eq
intro v
have hv : v ∈ (⊤ : Submodule K V) := mem_top
rwa [← h', mem_span_singleton] at hv
· rintro ⟨v₀, hv₀⟩
have h : (K ∙ v₀) = ⊤ := by
ext
simp [mem_span_singleton, hv₀]
rw [← rank_top, ← h]
refine (rank_span_le _).trans_eq ?_
simp
#align rank_le_one_iff rank_le_one_iff
theorem rank_eq_one_iff [Module.Free K V] :
Module.rank K V = 1 ↔ ∃ v₀ : V, v₀ ≠ 0 ∧ ∀ v, ∃ r : K, r • v₀ = v := by
haveI := nontrivial_of_invariantBasisNumber K
refine ⟨fun h ↦ ?_, fun ⟨v₀, h, hv⟩ ↦ (rank_le_one_iff.2 ⟨v₀, hv⟩).antisymm ?_⟩
· obtain ⟨v₀, hv⟩ := rank_le_one_iff.1 h.le
refine ⟨v₀, fun hzero ↦ ?_, hv⟩
simp_rw [hzero, smul_zero, exists_const] at hv
haveI : Subsingleton V := .intro fun _ _ ↦ by simp_rw [← hv]
exact one_ne_zero (h ▸ rank_subsingleton' K V)
· by_contra H
rw [not_le, lt_one_iff_zero] at H
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := K) (M := V)
haveI := mk_eq_zero_iff.1 (H ▸ b.mk_eq_rank'')
haveI := b.repr.toEquiv.subsingleton
exact h (Subsingleton.elim _ _)
| Mathlib/LinearAlgebra/Dimension/FreeAndStrongRankCondition.lean | 124 | 139 | theorem rank_submodule_le_one_iff (s : Submodule K V) [Module.Free K s] :
Module.rank K s ≤ 1 ↔ ∃ v₀ ∈ s, s ≤ K ∙ v₀ := by |
simp_rw [rank_le_one_iff, le_span_singleton_iff]
constructor
· rintro ⟨⟨v₀, hv₀⟩, h⟩
use v₀, hv₀
intro v hv
obtain ⟨r, hr⟩ := h ⟨v, hv⟩
use r
rwa [Subtype.ext_iff, coe_smul] at hr
· rintro ⟨v₀, hv₀, h⟩
use ⟨v₀, hv₀⟩
rintro ⟨v, hv⟩
obtain ⟨r, hr⟩ := h v hv
use r
rwa [Subtype.ext_iff, coe_smul]
| 1,686 |
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.LinearAlgebra.Dimension.Constructions
open Cardinal Submodule Set FiniteDimensional
universe u v
namespace Subalgebra
variable {F E : Type*} [CommRing F] [StrongRankCondition F] [Ring E] [Algebra F E]
{S : Subalgebra F E}
| Mathlib/LinearAlgebra/Dimension/FreeAndStrongRankCondition.lean | 262 | 274 | theorem eq_bot_of_rank_le_one (h : Module.rank F S ≤ 1) [Module.Free F S] : S = ⊥ := by |
nontriviality E
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := F) (M := S)
by_cases h1 : Module.rank F S = 1
· refine bot_unique fun x hx ↦ Algebra.mem_bot.2 ?_
rw [← b.mk_eq_rank'', eq_one_iff_unique, ← unique_iff_subsingleton_and_nonempty] at h1
obtain ⟨h1⟩ := h1
obtain ⟨y, hy⟩ := (bijective_algebraMap_of_linearEquiv (b.repr ≪≫ₗ
Finsupp.LinearEquiv.finsuppUnique _ _ _).symm).surjective ⟨x, hx⟩
exact ⟨y, congr(Subtype.val $(hy))⟩
haveI := mk_eq_zero_iff.1 (b.mk_eq_rank''.symm ▸ lt_one_iff_zero.1 (h.lt_of_ne h1))
haveI := b.repr.toEquiv.subsingleton
exact False.elim <| one_ne_zero congr(S.val $(Subsingleton.elim 1 0))
| 1,686 |
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.LinearAlgebra.Dimension.Constructions
open Cardinal Submodule Set FiniteDimensional
universe u v
namespace Subalgebra
variable {F E : Type*} [CommRing F] [StrongRankCondition F] [Ring E] [Algebra F E]
{S : Subalgebra F E}
theorem eq_bot_of_rank_le_one (h : Module.rank F S ≤ 1) [Module.Free F S] : S = ⊥ := by
nontriviality E
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := F) (M := S)
by_cases h1 : Module.rank F S = 1
· refine bot_unique fun x hx ↦ Algebra.mem_bot.2 ?_
rw [← b.mk_eq_rank'', eq_one_iff_unique, ← unique_iff_subsingleton_and_nonempty] at h1
obtain ⟨h1⟩ := h1
obtain ⟨y, hy⟩ := (bijective_algebraMap_of_linearEquiv (b.repr ≪≫ₗ
Finsupp.LinearEquiv.finsuppUnique _ _ _).symm).surjective ⟨x, hx⟩
exact ⟨y, congr(Subtype.val $(hy))⟩
haveI := mk_eq_zero_iff.1 (b.mk_eq_rank''.symm ▸ lt_one_iff_zero.1 (h.lt_of_ne h1))
haveI := b.repr.toEquiv.subsingleton
exact False.elim <| one_ne_zero congr(S.val $(Subsingleton.elim 1 0))
#align subalgebra.eq_bot_of_rank_le_one Subalgebra.eq_bot_of_rank_le_one
| Mathlib/LinearAlgebra/Dimension/FreeAndStrongRankCondition.lean | 277 | 280 | theorem eq_bot_of_finrank_one (h : finrank F S = 1) [Module.Free F S] : S = ⊥ := by |
refine Subalgebra.eq_bot_of_rank_le_one ?_
rw [finrank, toNat_eq_one] at h
rw [h]
| 1,686 |
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.LinearAlgebra.Dimension.Constructions
open Cardinal Submodule Set FiniteDimensional
universe u v
namespace Subalgebra
variable {F E : Type*} [CommRing F] [StrongRankCondition F] [Ring E] [Algebra F E]
{S : Subalgebra F E}
theorem eq_bot_of_rank_le_one (h : Module.rank F S ≤ 1) [Module.Free F S] : S = ⊥ := by
nontriviality E
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := F) (M := S)
by_cases h1 : Module.rank F S = 1
· refine bot_unique fun x hx ↦ Algebra.mem_bot.2 ?_
rw [← b.mk_eq_rank'', eq_one_iff_unique, ← unique_iff_subsingleton_and_nonempty] at h1
obtain ⟨h1⟩ := h1
obtain ⟨y, hy⟩ := (bijective_algebraMap_of_linearEquiv (b.repr ≪≫ₗ
Finsupp.LinearEquiv.finsuppUnique _ _ _).symm).surjective ⟨x, hx⟩
exact ⟨y, congr(Subtype.val $(hy))⟩
haveI := mk_eq_zero_iff.1 (b.mk_eq_rank''.symm ▸ lt_one_iff_zero.1 (h.lt_of_ne h1))
haveI := b.repr.toEquiv.subsingleton
exact False.elim <| one_ne_zero congr(S.val $(Subsingleton.elim 1 0))
#align subalgebra.eq_bot_of_rank_le_one Subalgebra.eq_bot_of_rank_le_one
theorem eq_bot_of_finrank_one (h : finrank F S = 1) [Module.Free F S] : S = ⊥ := by
refine Subalgebra.eq_bot_of_rank_le_one ?_
rw [finrank, toNat_eq_one] at h
rw [h]
#align subalgebra.eq_bot_of_finrank_one Subalgebra.eq_bot_of_finrank_one
@[simp]
| Mathlib/LinearAlgebra/Dimension/FreeAndStrongRankCondition.lean | 284 | 295 | theorem rank_eq_one_iff [Nontrivial E] [Module.Free F S] : Module.rank F S = 1 ↔ S = ⊥ := by |
refine ⟨fun h ↦ Subalgebra.eq_bot_of_rank_le_one h.le, ?_⟩
rintro rfl
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := F) (M := (⊥ : Subalgebra F E))
refine le_antisymm ?_ ?_
· have := lift_rank_range_le (Algebra.linearMap F E)
rwa [← one_eq_range, rank_self, lift_one, lift_le_one_iff] at this
· by_contra H
rw [not_le, lt_one_iff_zero] at H
haveI := mk_eq_zero_iff.1 (H ▸ b.mk_eq_rank'')
haveI := b.repr.toEquiv.subsingleton
exact one_ne_zero congr((⊥ : Subalgebra F E).val $(Subsingleton.elim 1 0))
| 1,686 |
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.LinearAlgebra.Dimension.Constructions
open Cardinal Submodule Set FiniteDimensional
universe u v
namespace Subalgebra
variable {F E : Type*} [CommRing F] [StrongRankCondition F] [Ring E] [Algebra F E]
{S : Subalgebra F E}
theorem eq_bot_of_rank_le_one (h : Module.rank F S ≤ 1) [Module.Free F S] : S = ⊥ := by
nontriviality E
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := F) (M := S)
by_cases h1 : Module.rank F S = 1
· refine bot_unique fun x hx ↦ Algebra.mem_bot.2 ?_
rw [← b.mk_eq_rank'', eq_one_iff_unique, ← unique_iff_subsingleton_and_nonempty] at h1
obtain ⟨h1⟩ := h1
obtain ⟨y, hy⟩ := (bijective_algebraMap_of_linearEquiv (b.repr ≪≫ₗ
Finsupp.LinearEquiv.finsuppUnique _ _ _).symm).surjective ⟨x, hx⟩
exact ⟨y, congr(Subtype.val $(hy))⟩
haveI := mk_eq_zero_iff.1 (b.mk_eq_rank''.symm ▸ lt_one_iff_zero.1 (h.lt_of_ne h1))
haveI := b.repr.toEquiv.subsingleton
exact False.elim <| one_ne_zero congr(S.val $(Subsingleton.elim 1 0))
#align subalgebra.eq_bot_of_rank_le_one Subalgebra.eq_bot_of_rank_le_one
theorem eq_bot_of_finrank_one (h : finrank F S = 1) [Module.Free F S] : S = ⊥ := by
refine Subalgebra.eq_bot_of_rank_le_one ?_
rw [finrank, toNat_eq_one] at h
rw [h]
#align subalgebra.eq_bot_of_finrank_one Subalgebra.eq_bot_of_finrank_one
@[simp]
theorem rank_eq_one_iff [Nontrivial E] [Module.Free F S] : Module.rank F S = 1 ↔ S = ⊥ := by
refine ⟨fun h ↦ Subalgebra.eq_bot_of_rank_le_one h.le, ?_⟩
rintro rfl
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := F) (M := (⊥ : Subalgebra F E))
refine le_antisymm ?_ ?_
· have := lift_rank_range_le (Algebra.linearMap F E)
rwa [← one_eq_range, rank_self, lift_one, lift_le_one_iff] at this
· by_contra H
rw [not_le, lt_one_iff_zero] at H
haveI := mk_eq_zero_iff.1 (H ▸ b.mk_eq_rank'')
haveI := b.repr.toEquiv.subsingleton
exact one_ne_zero congr((⊥ : Subalgebra F E).val $(Subsingleton.elim 1 0))
#align subalgebra.rank_eq_one_iff Subalgebra.rank_eq_one_iff
@[simp]
| Mathlib/LinearAlgebra/Dimension/FreeAndStrongRankCondition.lean | 299 | 301 | theorem finrank_eq_one_iff [Nontrivial E] [Module.Free F S] : finrank F S = 1 ↔ S = ⊥ := by |
rw [← Subalgebra.rank_eq_one_iff]
exact toNat_eq_iff one_ne_zero
| 1,686 |
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.LinearAlgebra.Dimension.Constructions
open Cardinal Submodule Set FiniteDimensional
universe u v
namespace Subalgebra
variable {F E : Type*} [CommRing F] [StrongRankCondition F] [Ring E] [Algebra F E]
{S : Subalgebra F E}
theorem eq_bot_of_rank_le_one (h : Module.rank F S ≤ 1) [Module.Free F S] : S = ⊥ := by
nontriviality E
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := F) (M := S)
by_cases h1 : Module.rank F S = 1
· refine bot_unique fun x hx ↦ Algebra.mem_bot.2 ?_
rw [← b.mk_eq_rank'', eq_one_iff_unique, ← unique_iff_subsingleton_and_nonempty] at h1
obtain ⟨h1⟩ := h1
obtain ⟨y, hy⟩ := (bijective_algebraMap_of_linearEquiv (b.repr ≪≫ₗ
Finsupp.LinearEquiv.finsuppUnique _ _ _).symm).surjective ⟨x, hx⟩
exact ⟨y, congr(Subtype.val $(hy))⟩
haveI := mk_eq_zero_iff.1 (b.mk_eq_rank''.symm ▸ lt_one_iff_zero.1 (h.lt_of_ne h1))
haveI := b.repr.toEquiv.subsingleton
exact False.elim <| one_ne_zero congr(S.val $(Subsingleton.elim 1 0))
#align subalgebra.eq_bot_of_rank_le_one Subalgebra.eq_bot_of_rank_le_one
theorem eq_bot_of_finrank_one (h : finrank F S = 1) [Module.Free F S] : S = ⊥ := by
refine Subalgebra.eq_bot_of_rank_le_one ?_
rw [finrank, toNat_eq_one] at h
rw [h]
#align subalgebra.eq_bot_of_finrank_one Subalgebra.eq_bot_of_finrank_one
@[simp]
theorem rank_eq_one_iff [Nontrivial E] [Module.Free F S] : Module.rank F S = 1 ↔ S = ⊥ := by
refine ⟨fun h ↦ Subalgebra.eq_bot_of_rank_le_one h.le, ?_⟩
rintro rfl
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := F) (M := (⊥ : Subalgebra F E))
refine le_antisymm ?_ ?_
· have := lift_rank_range_le (Algebra.linearMap F E)
rwa [← one_eq_range, rank_self, lift_one, lift_le_one_iff] at this
· by_contra H
rw [not_le, lt_one_iff_zero] at H
haveI := mk_eq_zero_iff.1 (H ▸ b.mk_eq_rank'')
haveI := b.repr.toEquiv.subsingleton
exact one_ne_zero congr((⊥ : Subalgebra F E).val $(Subsingleton.elim 1 0))
#align subalgebra.rank_eq_one_iff Subalgebra.rank_eq_one_iff
@[simp]
theorem finrank_eq_one_iff [Nontrivial E] [Module.Free F S] : finrank F S = 1 ↔ S = ⊥ := by
rw [← Subalgebra.rank_eq_one_iff]
exact toNat_eq_iff one_ne_zero
#align subalgebra.finrank_eq_one_iff Subalgebra.finrank_eq_one_iff
| Mathlib/LinearAlgebra/Dimension/FreeAndStrongRankCondition.lean | 304 | 308 | theorem bot_eq_top_iff_rank_eq_one [Nontrivial E] [Module.Free F E] :
(⊥ : Subalgebra F E) = ⊤ ↔ Module.rank F E = 1 := by |
haveI := Module.Free.of_equiv (Subalgebra.topEquiv (R := F) (A := E)).toLinearEquiv.symm
-- Porting note: removed `subalgebra_top_rank_eq_submodule_top_rank`
rw [← rank_top, Subalgebra.rank_eq_one_iff, eq_comm]
| 1,686 |
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.LinearAlgebra.Dimension.Constructions
open Cardinal Submodule Set FiniteDimensional
universe u v
namespace Subalgebra
variable {F E : Type*} [CommRing F] [StrongRankCondition F] [Ring E] [Algebra F E]
{S : Subalgebra F E}
theorem eq_bot_of_rank_le_one (h : Module.rank F S ≤ 1) [Module.Free F S] : S = ⊥ := by
nontriviality E
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := F) (M := S)
by_cases h1 : Module.rank F S = 1
· refine bot_unique fun x hx ↦ Algebra.mem_bot.2 ?_
rw [← b.mk_eq_rank'', eq_one_iff_unique, ← unique_iff_subsingleton_and_nonempty] at h1
obtain ⟨h1⟩ := h1
obtain ⟨y, hy⟩ := (bijective_algebraMap_of_linearEquiv (b.repr ≪≫ₗ
Finsupp.LinearEquiv.finsuppUnique _ _ _).symm).surjective ⟨x, hx⟩
exact ⟨y, congr(Subtype.val $(hy))⟩
haveI := mk_eq_zero_iff.1 (b.mk_eq_rank''.symm ▸ lt_one_iff_zero.1 (h.lt_of_ne h1))
haveI := b.repr.toEquiv.subsingleton
exact False.elim <| one_ne_zero congr(S.val $(Subsingleton.elim 1 0))
#align subalgebra.eq_bot_of_rank_le_one Subalgebra.eq_bot_of_rank_le_one
theorem eq_bot_of_finrank_one (h : finrank F S = 1) [Module.Free F S] : S = ⊥ := by
refine Subalgebra.eq_bot_of_rank_le_one ?_
rw [finrank, toNat_eq_one] at h
rw [h]
#align subalgebra.eq_bot_of_finrank_one Subalgebra.eq_bot_of_finrank_one
@[simp]
theorem rank_eq_one_iff [Nontrivial E] [Module.Free F S] : Module.rank F S = 1 ↔ S = ⊥ := by
refine ⟨fun h ↦ Subalgebra.eq_bot_of_rank_le_one h.le, ?_⟩
rintro rfl
obtain ⟨κ, b⟩ := Module.Free.exists_basis (R := F) (M := (⊥ : Subalgebra F E))
refine le_antisymm ?_ ?_
· have := lift_rank_range_le (Algebra.linearMap F E)
rwa [← one_eq_range, rank_self, lift_one, lift_le_one_iff] at this
· by_contra H
rw [not_le, lt_one_iff_zero] at H
haveI := mk_eq_zero_iff.1 (H ▸ b.mk_eq_rank'')
haveI := b.repr.toEquiv.subsingleton
exact one_ne_zero congr((⊥ : Subalgebra F E).val $(Subsingleton.elim 1 0))
#align subalgebra.rank_eq_one_iff Subalgebra.rank_eq_one_iff
@[simp]
theorem finrank_eq_one_iff [Nontrivial E] [Module.Free F S] : finrank F S = 1 ↔ S = ⊥ := by
rw [← Subalgebra.rank_eq_one_iff]
exact toNat_eq_iff one_ne_zero
#align subalgebra.finrank_eq_one_iff Subalgebra.finrank_eq_one_iff
theorem bot_eq_top_iff_rank_eq_one [Nontrivial E] [Module.Free F E] :
(⊥ : Subalgebra F E) = ⊤ ↔ Module.rank F E = 1 := by
haveI := Module.Free.of_equiv (Subalgebra.topEquiv (R := F) (A := E)).toLinearEquiv.symm
-- Porting note: removed `subalgebra_top_rank_eq_submodule_top_rank`
rw [← rank_top, Subalgebra.rank_eq_one_iff, eq_comm]
#align subalgebra.bot_eq_top_iff_rank_eq_one Subalgebra.bot_eq_top_iff_rank_eq_one
| Mathlib/LinearAlgebra/Dimension/FreeAndStrongRankCondition.lean | 311 | 315 | theorem bot_eq_top_iff_finrank_eq_one [Nontrivial E] [Module.Free F E] :
(⊥ : Subalgebra F E) = ⊤ ↔ finrank F E = 1 := by |
haveI := Module.Free.of_equiv (Subalgebra.topEquiv (R := F) (A := E)).toLinearEquiv.symm
rw [← finrank_top, ← subalgebra_top_finrank_eq_submodule_top_finrank,
Subalgebra.finrank_eq_one_iff, eq_comm]
| 1,686 |
import Mathlib.LinearAlgebra.Dimension.Constructions
import Mathlib.LinearAlgebra.Dimension.Finite
universe u v
open Function Set Cardinal
variable {R} {M M₁ M₂ M₃ : Type u} {M' : Type v} [Ring R]
variable [AddCommGroup M] [AddCommGroup M₁] [AddCommGroup M₂] [AddCommGroup M₃] [AddCommGroup M']
variable [Module R M] [Module R M₁] [Module R M₂] [Module R M₃] [Module R M']
@[pp_with_univ]
class HasRankNullity (R : Type v) [inst : Ring R] : Prop where
exists_set_linearIndependent : ∀ (M : Type u) [AddCommGroup M] [Module R M],
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val
rank_quotient_add_rank : ∀ {M : Type u} [AddCommGroup M] [Module R M] (N : Submodule R M),
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M
variable [HasRankNullity.{u} R]
lemma rank_quotient_add_rank (N : Submodule R M) :
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M :=
HasRankNullity.rank_quotient_add_rank N
#align rank_quotient_add_rank rank_quotient_add_rank
variable (R M) in
lemma exists_set_linearIndependent :
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val :=
HasRankNullity.exists_set_linearIndependent M
variable (R) in
instance (priority := 100) : Nontrivial R := by
refine (subsingleton_or_nontrivial R).resolve_left fun H ↦ ?_
have := rank_quotient_add_rank (R := R) (M := PUnit) ⊥
simp [one_add_one_eq_two] at this
| Mathlib/LinearAlgebra/Dimension/RankNullity.lean | 68 | 72 | theorem lift_rank_range_add_rank_ker (f : M →ₗ[R] M') :
lift.{u} (Module.rank R (LinearMap.range f)) + lift.{v} (Module.rank R (LinearMap.ker f)) =
lift.{v} (Module.rank R M) := by |
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.lift_rank_eq, ← lift_add, rank_quotient_add_rank]
| 1,687 |
import Mathlib.LinearAlgebra.Dimension.Constructions
import Mathlib.LinearAlgebra.Dimension.Finite
universe u v
open Function Set Cardinal
variable {R} {M M₁ M₂ M₃ : Type u} {M' : Type v} [Ring R]
variable [AddCommGroup M] [AddCommGroup M₁] [AddCommGroup M₂] [AddCommGroup M₃] [AddCommGroup M']
variable [Module R M] [Module R M₁] [Module R M₂] [Module R M₃] [Module R M']
@[pp_with_univ]
class HasRankNullity (R : Type v) [inst : Ring R] : Prop where
exists_set_linearIndependent : ∀ (M : Type u) [AddCommGroup M] [Module R M],
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val
rank_quotient_add_rank : ∀ {M : Type u} [AddCommGroup M] [Module R M] (N : Submodule R M),
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M
variable [HasRankNullity.{u} R]
lemma rank_quotient_add_rank (N : Submodule R M) :
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M :=
HasRankNullity.rank_quotient_add_rank N
#align rank_quotient_add_rank rank_quotient_add_rank
variable (R M) in
lemma exists_set_linearIndependent :
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val :=
HasRankNullity.exists_set_linearIndependent M
variable (R) in
instance (priority := 100) : Nontrivial R := by
refine (subsingleton_or_nontrivial R).resolve_left fun H ↦ ?_
have := rank_quotient_add_rank (R := R) (M := PUnit) ⊥
simp [one_add_one_eq_two] at this
theorem lift_rank_range_add_rank_ker (f : M →ₗ[R] M') :
lift.{u} (Module.rank R (LinearMap.range f)) + lift.{v} (Module.rank R (LinearMap.ker f)) =
lift.{v} (Module.rank R M) := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.lift_rank_eq, ← lift_add, rank_quotient_add_rank]
| Mathlib/LinearAlgebra/Dimension/RankNullity.lean | 75 | 78 | theorem rank_range_add_rank_ker (f : M →ₗ[R] M₁) :
Module.rank R (LinearMap.range f) + Module.rank R (LinearMap.ker f) = Module.rank R M := by |
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.rank_eq, rank_quotient_add_rank]
| 1,687 |
import Mathlib.LinearAlgebra.Dimension.Constructions
import Mathlib.LinearAlgebra.Dimension.Finite
universe u v
open Function Set Cardinal
variable {R} {M M₁ M₂ M₃ : Type u} {M' : Type v} [Ring R]
variable [AddCommGroup M] [AddCommGroup M₁] [AddCommGroup M₂] [AddCommGroup M₃] [AddCommGroup M']
variable [Module R M] [Module R M₁] [Module R M₂] [Module R M₃] [Module R M']
@[pp_with_univ]
class HasRankNullity (R : Type v) [inst : Ring R] : Prop where
exists_set_linearIndependent : ∀ (M : Type u) [AddCommGroup M] [Module R M],
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val
rank_quotient_add_rank : ∀ {M : Type u} [AddCommGroup M] [Module R M] (N : Submodule R M),
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M
variable [HasRankNullity.{u} R]
lemma rank_quotient_add_rank (N : Submodule R M) :
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M :=
HasRankNullity.rank_quotient_add_rank N
#align rank_quotient_add_rank rank_quotient_add_rank
variable (R M) in
lemma exists_set_linearIndependent :
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val :=
HasRankNullity.exists_set_linearIndependent M
variable (R) in
instance (priority := 100) : Nontrivial R := by
refine (subsingleton_or_nontrivial R).resolve_left fun H ↦ ?_
have := rank_quotient_add_rank (R := R) (M := PUnit) ⊥
simp [one_add_one_eq_two] at this
theorem lift_rank_range_add_rank_ker (f : M →ₗ[R] M') :
lift.{u} (Module.rank R (LinearMap.range f)) + lift.{v} (Module.rank R (LinearMap.ker f)) =
lift.{v} (Module.rank R M) := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.lift_rank_eq, ← lift_add, rank_quotient_add_rank]
theorem rank_range_add_rank_ker (f : M →ₗ[R] M₁) :
Module.rank R (LinearMap.range f) + Module.rank R (LinearMap.ker f) = Module.rank R M := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.rank_eq, rank_quotient_add_rank]
#align rank_range_add_rank_ker rank_range_add_rank_ker
| Mathlib/LinearAlgebra/Dimension/RankNullity.lean | 81 | 84 | theorem lift_rank_eq_of_surjective {f : M →ₗ[R] M'} (h : Surjective f) :
lift.{v} (Module.rank R M) =
lift.{u} (Module.rank R M') + lift.{v} (Module.rank R (LinearMap.ker f)) := by |
rw [← lift_rank_range_add_rank_ker f, ← rank_range_of_surjective f h]
| 1,687 |
import Mathlib.LinearAlgebra.Dimension.Constructions
import Mathlib.LinearAlgebra.Dimension.Finite
universe u v
open Function Set Cardinal
variable {R} {M M₁ M₂ M₃ : Type u} {M' : Type v} [Ring R]
variable [AddCommGroup M] [AddCommGroup M₁] [AddCommGroup M₂] [AddCommGroup M₃] [AddCommGroup M']
variable [Module R M] [Module R M₁] [Module R M₂] [Module R M₃] [Module R M']
@[pp_with_univ]
class HasRankNullity (R : Type v) [inst : Ring R] : Prop where
exists_set_linearIndependent : ∀ (M : Type u) [AddCommGroup M] [Module R M],
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val
rank_quotient_add_rank : ∀ {M : Type u} [AddCommGroup M] [Module R M] (N : Submodule R M),
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M
variable [HasRankNullity.{u} R]
lemma rank_quotient_add_rank (N : Submodule R M) :
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M :=
HasRankNullity.rank_quotient_add_rank N
#align rank_quotient_add_rank rank_quotient_add_rank
variable (R M) in
lemma exists_set_linearIndependent :
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val :=
HasRankNullity.exists_set_linearIndependent M
variable (R) in
instance (priority := 100) : Nontrivial R := by
refine (subsingleton_or_nontrivial R).resolve_left fun H ↦ ?_
have := rank_quotient_add_rank (R := R) (M := PUnit) ⊥
simp [one_add_one_eq_two] at this
theorem lift_rank_range_add_rank_ker (f : M →ₗ[R] M') :
lift.{u} (Module.rank R (LinearMap.range f)) + lift.{v} (Module.rank R (LinearMap.ker f)) =
lift.{v} (Module.rank R M) := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.lift_rank_eq, ← lift_add, rank_quotient_add_rank]
theorem rank_range_add_rank_ker (f : M →ₗ[R] M₁) :
Module.rank R (LinearMap.range f) + Module.rank R (LinearMap.ker f) = Module.rank R M := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.rank_eq, rank_quotient_add_rank]
#align rank_range_add_rank_ker rank_range_add_rank_ker
theorem lift_rank_eq_of_surjective {f : M →ₗ[R] M'} (h : Surjective f) :
lift.{v} (Module.rank R M) =
lift.{u} (Module.rank R M') + lift.{v} (Module.rank R (LinearMap.ker f)) := by
rw [← lift_rank_range_add_rank_ker f, ← rank_range_of_surjective f h]
| Mathlib/LinearAlgebra/Dimension/RankNullity.lean | 86 | 88 | theorem rank_eq_of_surjective {f : M →ₗ[R] M₁} (h : Surjective f) :
Module.rank R M = Module.rank R M₁ + Module.rank R (LinearMap.ker f) := by |
rw [← rank_range_add_rank_ker f, ← rank_range_of_surjective f h]
| 1,687 |
import Mathlib.LinearAlgebra.Dimension.Constructions
import Mathlib.LinearAlgebra.Dimension.Finite
universe u v
open Function Set Cardinal
variable {R} {M M₁ M₂ M₃ : Type u} {M' : Type v} [Ring R]
variable [AddCommGroup M] [AddCommGroup M₁] [AddCommGroup M₂] [AddCommGroup M₃] [AddCommGroup M']
variable [Module R M] [Module R M₁] [Module R M₂] [Module R M₃] [Module R M']
@[pp_with_univ]
class HasRankNullity (R : Type v) [inst : Ring R] : Prop where
exists_set_linearIndependent : ∀ (M : Type u) [AddCommGroup M] [Module R M],
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val
rank_quotient_add_rank : ∀ {M : Type u} [AddCommGroup M] [Module R M] (N : Submodule R M),
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M
variable [HasRankNullity.{u} R]
lemma rank_quotient_add_rank (N : Submodule R M) :
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M :=
HasRankNullity.rank_quotient_add_rank N
#align rank_quotient_add_rank rank_quotient_add_rank
variable (R M) in
lemma exists_set_linearIndependent :
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val :=
HasRankNullity.exists_set_linearIndependent M
variable (R) in
instance (priority := 100) : Nontrivial R := by
refine (subsingleton_or_nontrivial R).resolve_left fun H ↦ ?_
have := rank_quotient_add_rank (R := R) (M := PUnit) ⊥
simp [one_add_one_eq_two] at this
theorem lift_rank_range_add_rank_ker (f : M →ₗ[R] M') :
lift.{u} (Module.rank R (LinearMap.range f)) + lift.{v} (Module.rank R (LinearMap.ker f)) =
lift.{v} (Module.rank R M) := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.lift_rank_eq, ← lift_add, rank_quotient_add_rank]
theorem rank_range_add_rank_ker (f : M →ₗ[R] M₁) :
Module.rank R (LinearMap.range f) + Module.rank R (LinearMap.ker f) = Module.rank R M := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.rank_eq, rank_quotient_add_rank]
#align rank_range_add_rank_ker rank_range_add_rank_ker
theorem lift_rank_eq_of_surjective {f : M →ₗ[R] M'} (h : Surjective f) :
lift.{v} (Module.rank R M) =
lift.{u} (Module.rank R M') + lift.{v} (Module.rank R (LinearMap.ker f)) := by
rw [← lift_rank_range_add_rank_ker f, ← rank_range_of_surjective f h]
theorem rank_eq_of_surjective {f : M →ₗ[R] M₁} (h : Surjective f) :
Module.rank R M = Module.rank R M₁ + Module.rank R (LinearMap.ker f) := by
rw [← rank_range_add_rank_ker f, ← rank_range_of_surjective f h]
#align rank_eq_of_surjective rank_eq_of_surjective
| Mathlib/LinearAlgebra/Dimension/RankNullity.lean | 91 | 109 | theorem exists_linearIndependent_of_lt_rank [StrongRankCondition R]
{s : Set M} (hs : LinearIndependent (ι := s) R Subtype.val) :
∃ t, s ⊆ t ∧ #t = Module.rank R M ∧ LinearIndependent (ι := t) R Subtype.val := by |
obtain ⟨t, ht, ht'⟩ := exists_set_linearIndependent R (M ⧸ Submodule.span R s)
choose sec hsec using Submodule.Quotient.mk_surjective (Submodule.span R s)
have hsec' : Submodule.Quotient.mk ∘ sec = id := funext hsec
have hst : Disjoint s (sec '' t) := by
rw [Set.disjoint_iff]
rintro _ ⟨hxs, ⟨x, hxt, rfl⟩⟩
apply ht'.ne_zero ⟨x, hxt⟩
rw [Subtype.coe_mk, ← hsec x, Submodule.Quotient.mk_eq_zero]
exact Submodule.subset_span hxs
refine ⟨s ∪ sec '' t, subset_union_left, ?_, ?_⟩
· rw [Cardinal.mk_union_of_disjoint hst, Cardinal.mk_image_eq, ht,
← rank_quotient_add_rank (Submodule.span R s), add_comm, rank_span_set hs]
exact HasLeftInverse.injective ⟨Submodule.Quotient.mk, hsec⟩
· apply LinearIndependent.union_of_quotient Submodule.subset_span hs
rwa [Function.comp, linearIndependent_image (hsec'.symm ▸ injective_id).injOn.image_of_comp,
← image_comp, hsec', image_id]
| 1,687 |
import Mathlib.LinearAlgebra.Dimension.Constructions
import Mathlib.LinearAlgebra.Dimension.Finite
universe u v
open Function Set Cardinal
variable {R} {M M₁ M₂ M₃ : Type u} {M' : Type v} [Ring R]
variable [AddCommGroup M] [AddCommGroup M₁] [AddCommGroup M₂] [AddCommGroup M₃] [AddCommGroup M']
variable [Module R M] [Module R M₁] [Module R M₂] [Module R M₃] [Module R M']
@[pp_with_univ]
class HasRankNullity (R : Type v) [inst : Ring R] : Prop where
exists_set_linearIndependent : ∀ (M : Type u) [AddCommGroup M] [Module R M],
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val
rank_quotient_add_rank : ∀ {M : Type u} [AddCommGroup M] [Module R M] (N : Submodule R M),
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M
variable [HasRankNullity.{u} R]
lemma rank_quotient_add_rank (N : Submodule R M) :
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M :=
HasRankNullity.rank_quotient_add_rank N
#align rank_quotient_add_rank rank_quotient_add_rank
variable (R M) in
lemma exists_set_linearIndependent :
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val :=
HasRankNullity.exists_set_linearIndependent M
variable (R) in
instance (priority := 100) : Nontrivial R := by
refine (subsingleton_or_nontrivial R).resolve_left fun H ↦ ?_
have := rank_quotient_add_rank (R := R) (M := PUnit) ⊥
simp [one_add_one_eq_two] at this
theorem lift_rank_range_add_rank_ker (f : M →ₗ[R] M') :
lift.{u} (Module.rank R (LinearMap.range f)) + lift.{v} (Module.rank R (LinearMap.ker f)) =
lift.{v} (Module.rank R M) := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.lift_rank_eq, ← lift_add, rank_quotient_add_rank]
theorem rank_range_add_rank_ker (f : M →ₗ[R] M₁) :
Module.rank R (LinearMap.range f) + Module.rank R (LinearMap.ker f) = Module.rank R M := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.rank_eq, rank_quotient_add_rank]
#align rank_range_add_rank_ker rank_range_add_rank_ker
theorem lift_rank_eq_of_surjective {f : M →ₗ[R] M'} (h : Surjective f) :
lift.{v} (Module.rank R M) =
lift.{u} (Module.rank R M') + lift.{v} (Module.rank R (LinearMap.ker f)) := by
rw [← lift_rank_range_add_rank_ker f, ← rank_range_of_surjective f h]
theorem rank_eq_of_surjective {f : M →ₗ[R] M₁} (h : Surjective f) :
Module.rank R M = Module.rank R M₁ + Module.rank R (LinearMap.ker f) := by
rw [← rank_range_add_rank_ker f, ← rank_range_of_surjective f h]
#align rank_eq_of_surjective rank_eq_of_surjective
theorem exists_linearIndependent_of_lt_rank [StrongRankCondition R]
{s : Set M} (hs : LinearIndependent (ι := s) R Subtype.val) :
∃ t, s ⊆ t ∧ #t = Module.rank R M ∧ LinearIndependent (ι := t) R Subtype.val := by
obtain ⟨t, ht, ht'⟩ := exists_set_linearIndependent R (M ⧸ Submodule.span R s)
choose sec hsec using Submodule.Quotient.mk_surjective (Submodule.span R s)
have hsec' : Submodule.Quotient.mk ∘ sec = id := funext hsec
have hst : Disjoint s (sec '' t) := by
rw [Set.disjoint_iff]
rintro _ ⟨hxs, ⟨x, hxt, rfl⟩⟩
apply ht'.ne_zero ⟨x, hxt⟩
rw [Subtype.coe_mk, ← hsec x, Submodule.Quotient.mk_eq_zero]
exact Submodule.subset_span hxs
refine ⟨s ∪ sec '' t, subset_union_left, ?_, ?_⟩
· rw [Cardinal.mk_union_of_disjoint hst, Cardinal.mk_image_eq, ht,
← rank_quotient_add_rank (Submodule.span R s), add_comm, rank_span_set hs]
exact HasLeftInverse.injective ⟨Submodule.Quotient.mk, hsec⟩
· apply LinearIndependent.union_of_quotient Submodule.subset_span hs
rwa [Function.comp, linearIndependent_image (hsec'.symm ▸ injective_id).injOn.image_of_comp,
← image_comp, hsec', image_id]
| Mathlib/LinearAlgebra/Dimension/RankNullity.lean | 113 | 123 | theorem exists_linearIndependent_cons_of_lt_rank [StrongRankCondition R] {n : ℕ} {v : Fin n → M}
(hv : LinearIndependent R v) (h : n < Module.rank R M) :
∃ (x : M), LinearIndependent R (Fin.cons x v) := by |
obtain ⟨t, h₁, h₂, h₃⟩ := exists_linearIndependent_of_lt_rank hv.to_subtype_range
have : range v ≠ t := by
refine fun e ↦ h.ne ?_
rw [← e, ← lift_injective.eq_iff, mk_range_eq_of_injective hv.injective] at h₂
simpa only [mk_fintype, Fintype.card_fin, lift_natCast, lift_id'] using h₂
obtain ⟨x, hx, hx'⟩ := nonempty_of_ssubset (h₁.ssubset_of_ne this)
exact ⟨x, (linearIndependent_subtype_range (Fin.cons_injective_iff.mpr ⟨hx', hv.injective⟩)).mp
(h₃.mono (Fin.range_cons x v ▸ insert_subset hx h₁))⟩
| 1,687 |
import Mathlib.LinearAlgebra.Dimension.Constructions
import Mathlib.LinearAlgebra.Dimension.Finite
universe u v
open Function Set Cardinal
variable {R} {M M₁ M₂ M₃ : Type u} {M' : Type v} [Ring R]
variable [AddCommGroup M] [AddCommGroup M₁] [AddCommGroup M₂] [AddCommGroup M₃] [AddCommGroup M']
variable [Module R M] [Module R M₁] [Module R M₂] [Module R M₃] [Module R M']
@[pp_with_univ]
class HasRankNullity (R : Type v) [inst : Ring R] : Prop where
exists_set_linearIndependent : ∀ (M : Type u) [AddCommGroup M] [Module R M],
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val
rank_quotient_add_rank : ∀ {M : Type u} [AddCommGroup M] [Module R M] (N : Submodule R M),
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M
variable [HasRankNullity.{u} R]
lemma rank_quotient_add_rank (N : Submodule R M) :
Module.rank R (M ⧸ N) + Module.rank R N = Module.rank R M :=
HasRankNullity.rank_quotient_add_rank N
#align rank_quotient_add_rank rank_quotient_add_rank
variable (R M) in
lemma exists_set_linearIndependent :
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val :=
HasRankNullity.exists_set_linearIndependent M
variable (R) in
instance (priority := 100) : Nontrivial R := by
refine (subsingleton_or_nontrivial R).resolve_left fun H ↦ ?_
have := rank_quotient_add_rank (R := R) (M := PUnit) ⊥
simp [one_add_one_eq_two] at this
theorem lift_rank_range_add_rank_ker (f : M →ₗ[R] M') :
lift.{u} (Module.rank R (LinearMap.range f)) + lift.{v} (Module.rank R (LinearMap.ker f)) =
lift.{v} (Module.rank R M) := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.lift_rank_eq, ← lift_add, rank_quotient_add_rank]
theorem rank_range_add_rank_ker (f : M →ₗ[R] M₁) :
Module.rank R (LinearMap.range f) + Module.rank R (LinearMap.ker f) = Module.rank R M := by
haveI := fun p : Submodule R M => Classical.decEq (M ⧸ p)
rw [← f.quotKerEquivRange.rank_eq, rank_quotient_add_rank]
#align rank_range_add_rank_ker rank_range_add_rank_ker
theorem lift_rank_eq_of_surjective {f : M →ₗ[R] M'} (h : Surjective f) :
lift.{v} (Module.rank R M) =
lift.{u} (Module.rank R M') + lift.{v} (Module.rank R (LinearMap.ker f)) := by
rw [← lift_rank_range_add_rank_ker f, ← rank_range_of_surjective f h]
theorem rank_eq_of_surjective {f : M →ₗ[R] M₁} (h : Surjective f) :
Module.rank R M = Module.rank R M₁ + Module.rank R (LinearMap.ker f) := by
rw [← rank_range_add_rank_ker f, ← rank_range_of_surjective f h]
#align rank_eq_of_surjective rank_eq_of_surjective
theorem exists_linearIndependent_of_lt_rank [StrongRankCondition R]
{s : Set M} (hs : LinearIndependent (ι := s) R Subtype.val) :
∃ t, s ⊆ t ∧ #t = Module.rank R M ∧ LinearIndependent (ι := t) R Subtype.val := by
obtain ⟨t, ht, ht'⟩ := exists_set_linearIndependent R (M ⧸ Submodule.span R s)
choose sec hsec using Submodule.Quotient.mk_surjective (Submodule.span R s)
have hsec' : Submodule.Quotient.mk ∘ sec = id := funext hsec
have hst : Disjoint s (sec '' t) := by
rw [Set.disjoint_iff]
rintro _ ⟨hxs, ⟨x, hxt, rfl⟩⟩
apply ht'.ne_zero ⟨x, hxt⟩
rw [Subtype.coe_mk, ← hsec x, Submodule.Quotient.mk_eq_zero]
exact Submodule.subset_span hxs
refine ⟨s ∪ sec '' t, subset_union_left, ?_, ?_⟩
· rw [Cardinal.mk_union_of_disjoint hst, Cardinal.mk_image_eq, ht,
← rank_quotient_add_rank (Submodule.span R s), add_comm, rank_span_set hs]
exact HasLeftInverse.injective ⟨Submodule.Quotient.mk, hsec⟩
· apply LinearIndependent.union_of_quotient Submodule.subset_span hs
rwa [Function.comp, linearIndependent_image (hsec'.symm ▸ injective_id).injOn.image_of_comp,
← image_comp, hsec', image_id]
theorem exists_linearIndependent_cons_of_lt_rank [StrongRankCondition R] {n : ℕ} {v : Fin n → M}
(hv : LinearIndependent R v) (h : n < Module.rank R M) :
∃ (x : M), LinearIndependent R (Fin.cons x v) := by
obtain ⟨t, h₁, h₂, h₃⟩ := exists_linearIndependent_of_lt_rank hv.to_subtype_range
have : range v ≠ t := by
refine fun e ↦ h.ne ?_
rw [← e, ← lift_injective.eq_iff, mk_range_eq_of_injective hv.injective] at h₂
simpa only [mk_fintype, Fintype.card_fin, lift_natCast, lift_id'] using h₂
obtain ⟨x, hx, hx'⟩ := nonempty_of_ssubset (h₁.ssubset_of_ne this)
exact ⟨x, (linearIndependent_subtype_range (Fin.cons_injective_iff.mpr ⟨hx', hv.injective⟩)).mp
(h₃.mono (Fin.range_cons x v ▸ insert_subset hx h₁))⟩
| Mathlib/LinearAlgebra/Dimension/RankNullity.lean | 127 | 132 | theorem exists_linearIndependent_snoc_of_lt_rank [StrongRankCondition R] {n : ℕ} {v : Fin n → M}
(hv : LinearIndependent R v) (h : n < Module.rank R M) :
∃ (x : M), LinearIndependent R (Fin.snoc v x) := by |
simp only [Fin.snoc_eq_cons_rotate]
have ⟨x, hx⟩ := exists_linearIndependent_cons_of_lt_rank hv h
exact ⟨x, hx.comp _ (finRotate _).injective⟩
| 1,687 |
import Mathlib.Algebra.Module.LinearMap.Basic
import Mathlib.LinearAlgebra.Basic
import Mathlib.LinearAlgebra.Basis
import Mathlib.LinearAlgebra.BilinearMap
#align_import linear_algebra.sesquilinear_form from "leanprover-community/mathlib"@"87c54600fe3cdc7d32ff5b50873ac724d86aef8d"
variable {R R₁ R₂ R₃ M M₁ M₂ M₃ Mₗ₁ Mₗ₁' Mₗ₂ Mₗ₂' K K₁ K₂ V V₁ V₂ n : Type*}
namespace LinearMap
section CommRing
-- the `ₗ` subscript variables are for special cases about linear (as opposed to semilinear) maps
variable [CommSemiring R] [CommSemiring R₁] [AddCommMonoid M₁] [Module R₁ M₁] [CommSemiring R₂]
[AddCommMonoid M₂] [Module R₂ M₂] [AddCommMonoid M] [Module R M]
{I₁ : R₁ →+* R} {I₂ : R₂ →+* R} {I₁' : R₁ →+* R}
def IsOrtho (B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M) (x : M₁) (y : M₂) : Prop :=
B x y = 0
#align linear_map.is_ortho LinearMap.IsOrtho
theorem isOrtho_def {B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M} {x y} : B.IsOrtho x y ↔ B x y = 0 :=
Iff.rfl
#align linear_map.is_ortho_def LinearMap.isOrtho_def
| Mathlib/LinearAlgebra/SesquilinearForm.lean | 64 | 66 | theorem isOrtho_zero_left (B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M) (x) : IsOrtho B (0 : M₁) x := by |
dsimp only [IsOrtho]
rw [map_zero B, zero_apply]
| 1,688 |
import Mathlib.Algebra.Module.LinearMap.Basic
import Mathlib.LinearAlgebra.Basic
import Mathlib.LinearAlgebra.Basis
import Mathlib.LinearAlgebra.BilinearMap
#align_import linear_algebra.sesquilinear_form from "leanprover-community/mathlib"@"87c54600fe3cdc7d32ff5b50873ac724d86aef8d"
variable {R R₁ R₂ R₃ M M₁ M₂ M₃ Mₗ₁ Mₗ₁' Mₗ₂ Mₗ₂' K K₁ K₂ V V₁ V₂ n : Type*}
namespace LinearMap
section CommRing
-- the `ₗ` subscript variables are for special cases about linear (as opposed to semilinear) maps
variable [CommSemiring R] [CommSemiring R₁] [AddCommMonoid M₁] [Module R₁ M₁] [CommSemiring R₂]
[AddCommMonoid M₂] [Module R₂ M₂] [AddCommMonoid M] [Module R M]
{I₁ : R₁ →+* R} {I₂ : R₂ →+* R} {I₁' : R₁ →+* R}
def IsOrtho (B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M) (x : M₁) (y : M₂) : Prop :=
B x y = 0
#align linear_map.is_ortho LinearMap.IsOrtho
theorem isOrtho_def {B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M} {x y} : B.IsOrtho x y ↔ B x y = 0 :=
Iff.rfl
#align linear_map.is_ortho_def LinearMap.isOrtho_def
theorem isOrtho_zero_left (B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M) (x) : IsOrtho B (0 : M₁) x := by
dsimp only [IsOrtho]
rw [map_zero B, zero_apply]
#align linear_map.is_ortho_zero_left LinearMap.isOrtho_zero_left
theorem isOrtho_zero_right (B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M) (x) : IsOrtho B x (0 : M₂) :=
map_zero (B x)
#align linear_map.is_ortho_zero_right LinearMap.isOrtho_zero_right
| Mathlib/LinearAlgebra/SesquilinearForm.lean | 73 | 74 | theorem isOrtho_flip {B : M₁ →ₛₗ[I₁] M₁ →ₛₗ[I₁'] M} {x y} : B.IsOrtho x y ↔ B.flip.IsOrtho y x := by |
simp_rw [isOrtho_def, flip_apply]
| 1,688 |
import Mathlib.Algebra.Module.LinearMap.Basic
import Mathlib.LinearAlgebra.Basic
import Mathlib.LinearAlgebra.Basis
import Mathlib.LinearAlgebra.BilinearMap
#align_import linear_algebra.sesquilinear_form from "leanprover-community/mathlib"@"87c54600fe3cdc7d32ff5b50873ac724d86aef8d"
variable {R R₁ R₂ R₃ M M₁ M₂ M₃ Mₗ₁ Mₗ₁' Mₗ₂ Mₗ₂' K K₁ K₂ V V₁ V₂ n : Type*}
namespace LinearMap
section CommRing
-- the `ₗ` subscript variables are for special cases about linear (as opposed to semilinear) maps
variable [CommSemiring R] [CommSemiring R₁] [AddCommMonoid M₁] [Module R₁ M₁] [CommSemiring R₂]
[AddCommMonoid M₂] [Module R₂ M₂] [AddCommMonoid M] [Module R M]
{I₁ : R₁ →+* R} {I₂ : R₂ →+* R} {I₁' : R₁ →+* R}
def IsOrtho (B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M) (x : M₁) (y : M₂) : Prop :=
B x y = 0
#align linear_map.is_ortho LinearMap.IsOrtho
theorem isOrtho_def {B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M} {x y} : B.IsOrtho x y ↔ B x y = 0 :=
Iff.rfl
#align linear_map.is_ortho_def LinearMap.isOrtho_def
theorem isOrtho_zero_left (B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M) (x) : IsOrtho B (0 : M₁) x := by
dsimp only [IsOrtho]
rw [map_zero B, zero_apply]
#align linear_map.is_ortho_zero_left LinearMap.isOrtho_zero_left
theorem isOrtho_zero_right (B : M₁ →ₛₗ[I₁] M₂ →ₛₗ[I₂] M) (x) : IsOrtho B x (0 : M₂) :=
map_zero (B x)
#align linear_map.is_ortho_zero_right LinearMap.isOrtho_zero_right
theorem isOrtho_flip {B : M₁ →ₛₗ[I₁] M₁ →ₛₗ[I₁'] M} {x y} : B.IsOrtho x y ↔ B.flip.IsOrtho y x := by
simp_rw [isOrtho_def, flip_apply]
#align linear_map.is_ortho_flip LinearMap.isOrtho_flip
def IsOrthoᵢ (B : M₁ →ₛₗ[I₁] M₁ →ₛₗ[I₁'] M) (v : n → M₁) : Prop :=
Pairwise (B.IsOrtho on v)
set_option linter.uppercaseLean3 false in
#align linear_map.is_Ortho LinearMap.IsOrthoᵢ
theorem isOrthoᵢ_def {B : M₁ →ₛₗ[I₁] M₁ →ₛₗ[I₁'] M} {v : n → M₁} :
B.IsOrthoᵢ v ↔ ∀ i j : n, i ≠ j → B (v i) (v j) = 0 :=
Iff.rfl
set_option linter.uppercaseLean3 false in
#align linear_map.is_Ortho_def LinearMap.isOrthoᵢ_def
| Mathlib/LinearAlgebra/SesquilinearForm.lean | 91 | 98 | theorem isOrthoᵢ_flip (B : M₁ →ₛₗ[I₁] M₁ →ₛₗ[I₁'] M) {v : n → M₁} :
B.IsOrthoᵢ v ↔ B.flip.IsOrthoᵢ v := by |
simp_rw [isOrthoᵢ_def]
constructor <;> intro h i j hij
· rw [flip_apply]
exact h j i (Ne.symm hij)
simp_rw [flip_apply] at h
exact h j i (Ne.symm hij)
| 1,688 |
import Mathlib.Algebra.Module.LinearMap.Basic
import Mathlib.LinearAlgebra.Basic
import Mathlib.LinearAlgebra.Basis
import Mathlib.LinearAlgebra.BilinearMap
#align_import linear_algebra.sesquilinear_form from "leanprover-community/mathlib"@"87c54600fe3cdc7d32ff5b50873ac724d86aef8d"
variable {R R₁ R₂ R₃ M M₁ M₂ M₃ Mₗ₁ Mₗ₁' Mₗ₂ Mₗ₂' K K₁ K₂ V V₁ V₂ n : Type*}
namespace LinearMap
section Reflexive
variable [CommSemiring R] [AddCommMonoid M] [Module R M] [CommSemiring R₁] [AddCommMonoid M₁]
[Module R₁ M₁] {I₁ : R₁ →+* R} {I₂ : R₁ →+* R} {B : M₁ →ₛₗ[I₁] M₁ →ₛₗ[I₂] M}
def IsRefl (B : M₁ →ₛₗ[I₁] M₁ →ₛₗ[I₂] M) : Prop :=
∀ x y, B x y = 0 → B y x = 0
#align linear_map.is_refl LinearMap.IsRefl
section Symmetric
variable [CommSemiring R] [AddCommMonoid M] [Module R M] {I : R →+* R} {B : M →ₛₗ[I] M →ₗ[R] R}
def IsSymm (B : M →ₛₗ[I] M →ₗ[R] R) : Prop :=
∀ x y, I (B x y) = B y x
#align linear_map.is_symm LinearMap.IsSymm
@[simp]
theorem isSymm_zero : (0 : M →ₛₗ[I] M →ₗ[R] R).IsSymm := fun _ _ => map_zero _
| Mathlib/LinearAlgebra/SesquilinearForm.lean | 246 | 252 | theorem isSymm_iff_eq_flip {B : LinearMap.BilinForm R M} : B.IsSymm ↔ B = B.flip := by |
constructor <;> intro h
· ext
rw [← h, flip_apply, RingHom.id_apply]
intro x y
conv_lhs => rw [h]
rfl
| 1,688 |
import Mathlib.Analysis.Normed.Field.Basic
import Mathlib.LinearAlgebra.SesquilinearForm
import Mathlib.Topology.Algebra.Module.WeakDual
#align_import analysis.locally_convex.polar from "leanprover-community/mathlib"@"bcfa726826abd57587355b4b5b7e78ad6527b7e4"
variable {𝕜 E F : Type*}
open Topology
namespace LinearMap
section NormedRing
variable [NormedCommRing 𝕜] [AddCommMonoid E] [AddCommMonoid F]
variable [Module 𝕜 E] [Module 𝕜 F]
variable (B : E →ₗ[𝕜] F →ₗ[𝕜] 𝕜)
def polar (s : Set E) : Set F :=
{ y : F | ∀ x ∈ s, ‖B x y‖ ≤ 1 }
#align linear_map.polar LinearMap.polar
theorem polar_mem_iff (s : Set E) (y : F) : y ∈ B.polar s ↔ ∀ x ∈ s, ‖B x y‖ ≤ 1 :=
Iff.rfl
#align linear_map.polar_mem_iff LinearMap.polar_mem_iff
theorem polar_mem (s : Set E) (y : F) (hy : y ∈ B.polar s) : ∀ x ∈ s, ‖B x y‖ ≤ 1 :=
hy
#align linear_map.polar_mem LinearMap.polar_mem
@[simp]
theorem zero_mem_polar (s : Set E) : (0 : F) ∈ B.polar s := fun _ _ => by
simp only [map_zero, norm_zero, zero_le_one]
#align linear_map.zero_mem_polar LinearMap.zero_mem_polar
| Mathlib/Analysis/LocallyConvex/Polar.lean | 73 | 75 | theorem polar_eq_iInter {s : Set E} : B.polar s = ⋂ x ∈ s, { y : F | ‖B x y‖ ≤ 1 } := by |
ext
simp only [polar_mem_iff, Set.mem_iInter, Set.mem_setOf_eq]
| 1,689 |
import Mathlib.Analysis.Normed.Field.Basic
import Mathlib.LinearAlgebra.SesquilinearForm
import Mathlib.Topology.Algebra.Module.WeakDual
#align_import analysis.locally_convex.polar from "leanprover-community/mathlib"@"bcfa726826abd57587355b4b5b7e78ad6527b7e4"
variable {𝕜 E F : Type*}
open Topology
namespace LinearMap
section NormedRing
variable [NormedCommRing 𝕜] [AddCommMonoid E] [AddCommMonoid F]
variable [Module 𝕜 E] [Module 𝕜 F]
variable (B : E →ₗ[𝕜] F →ₗ[𝕜] 𝕜)
def polar (s : Set E) : Set F :=
{ y : F | ∀ x ∈ s, ‖B x y‖ ≤ 1 }
#align linear_map.polar LinearMap.polar
theorem polar_mem_iff (s : Set E) (y : F) : y ∈ B.polar s ↔ ∀ x ∈ s, ‖B x y‖ ≤ 1 :=
Iff.rfl
#align linear_map.polar_mem_iff LinearMap.polar_mem_iff
theorem polar_mem (s : Set E) (y : F) (hy : y ∈ B.polar s) : ∀ x ∈ s, ‖B x y‖ ≤ 1 :=
hy
#align linear_map.polar_mem LinearMap.polar_mem
@[simp]
theorem zero_mem_polar (s : Set E) : (0 : F) ∈ B.polar s := fun _ _ => by
simp only [map_zero, norm_zero, zero_le_one]
#align linear_map.zero_mem_polar LinearMap.zero_mem_polar
theorem polar_eq_iInter {s : Set E} : B.polar s = ⋂ x ∈ s, { y : F | ‖B x y‖ ≤ 1 } := by
ext
simp only [polar_mem_iff, Set.mem_iInter, Set.mem_setOf_eq]
#align linear_map.polar_eq_Inter LinearMap.polar_eq_iInter
theorem polar_gc :
GaloisConnection (OrderDual.toDual ∘ B.polar) (B.flip.polar ∘ OrderDual.ofDual) := fun _ _ =>
⟨fun h _ hx _ hy => h hy _ hx, fun h _ hx _ hy => h hy _ hx⟩
#align linear_map.polar_gc LinearMap.polar_gc
@[simp]
theorem polar_iUnion {ι} {s : ι → Set E} : B.polar (⋃ i, s i) = ⋂ i, B.polar (s i) :=
B.polar_gc.l_iSup
#align linear_map.polar_Union LinearMap.polar_iUnion
@[simp]
theorem polar_union {s t : Set E} : B.polar (s ∪ t) = B.polar s ∩ B.polar t :=
B.polar_gc.l_sup
#align linear_map.polar_union LinearMap.polar_union
theorem polar_antitone : Antitone (B.polar : Set E → Set F) :=
B.polar_gc.monotone_l
#align linear_map.polar_antitone LinearMap.polar_antitone
@[simp]
theorem polar_empty : B.polar ∅ = Set.univ :=
B.polar_gc.l_bot
#align linear_map.polar_empty LinearMap.polar_empty
@[simp]
| Mathlib/Analysis/LocallyConvex/Polar.lean | 106 | 109 | theorem polar_zero : B.polar ({0} : Set E) = Set.univ := by |
refine Set.eq_univ_iff_forall.mpr fun y x hx => ?_
rw [Set.mem_singleton_iff.mp hx, map_zero, LinearMap.zero_apply, norm_zero]
exact zero_le_one
| 1,689 |
import Mathlib.Analysis.Normed.Field.Basic
import Mathlib.LinearAlgebra.SesquilinearForm
import Mathlib.Topology.Algebra.Module.WeakDual
#align_import analysis.locally_convex.polar from "leanprover-community/mathlib"@"bcfa726826abd57587355b4b5b7e78ad6527b7e4"
variable {𝕜 E F : Type*}
open Topology
namespace LinearMap
section NormedRing
variable [NormedCommRing 𝕜] [AddCommMonoid E] [AddCommMonoid F]
variable [Module 𝕜 E] [Module 𝕜 F]
variable (B : E →ₗ[𝕜] F →ₗ[𝕜] 𝕜)
def polar (s : Set E) : Set F :=
{ y : F | ∀ x ∈ s, ‖B x y‖ ≤ 1 }
#align linear_map.polar LinearMap.polar
theorem polar_mem_iff (s : Set E) (y : F) : y ∈ B.polar s ↔ ∀ x ∈ s, ‖B x y‖ ≤ 1 :=
Iff.rfl
#align linear_map.polar_mem_iff LinearMap.polar_mem_iff
theorem polar_mem (s : Set E) (y : F) (hy : y ∈ B.polar s) : ∀ x ∈ s, ‖B x y‖ ≤ 1 :=
hy
#align linear_map.polar_mem LinearMap.polar_mem
@[simp]
theorem zero_mem_polar (s : Set E) : (0 : F) ∈ B.polar s := fun _ _ => by
simp only [map_zero, norm_zero, zero_le_one]
#align linear_map.zero_mem_polar LinearMap.zero_mem_polar
theorem polar_eq_iInter {s : Set E} : B.polar s = ⋂ x ∈ s, { y : F | ‖B x y‖ ≤ 1 } := by
ext
simp only [polar_mem_iff, Set.mem_iInter, Set.mem_setOf_eq]
#align linear_map.polar_eq_Inter LinearMap.polar_eq_iInter
theorem polar_gc :
GaloisConnection (OrderDual.toDual ∘ B.polar) (B.flip.polar ∘ OrderDual.ofDual) := fun _ _ =>
⟨fun h _ hx _ hy => h hy _ hx, fun h _ hx _ hy => h hy _ hx⟩
#align linear_map.polar_gc LinearMap.polar_gc
@[simp]
theorem polar_iUnion {ι} {s : ι → Set E} : B.polar (⋃ i, s i) = ⋂ i, B.polar (s i) :=
B.polar_gc.l_iSup
#align linear_map.polar_Union LinearMap.polar_iUnion
@[simp]
theorem polar_union {s t : Set E} : B.polar (s ∪ t) = B.polar s ∩ B.polar t :=
B.polar_gc.l_sup
#align linear_map.polar_union LinearMap.polar_union
theorem polar_antitone : Antitone (B.polar : Set E → Set F) :=
B.polar_gc.monotone_l
#align linear_map.polar_antitone LinearMap.polar_antitone
@[simp]
theorem polar_empty : B.polar ∅ = Set.univ :=
B.polar_gc.l_bot
#align linear_map.polar_empty LinearMap.polar_empty
@[simp]
theorem polar_zero : B.polar ({0} : Set E) = Set.univ := by
refine Set.eq_univ_iff_forall.mpr fun y x hx => ?_
rw [Set.mem_singleton_iff.mp hx, map_zero, LinearMap.zero_apply, norm_zero]
exact zero_le_one
#align linear_map.polar_zero LinearMap.polar_zero
theorem subset_bipolar (s : Set E) : s ⊆ B.flip.polar (B.polar s) := fun x hx y hy => by
rw [B.flip_apply]
exact hy x hx
#align linear_map.subset_bipolar LinearMap.subset_bipolar
@[simp]
theorem tripolar_eq_polar (s : Set E) : B.polar (B.flip.polar (B.polar s)) = B.polar s :=
(B.polar_antitone (B.subset_bipolar s)).antisymm (subset_bipolar B.flip (B.polar s))
#align linear_map.tripolar_eq_polar LinearMap.tripolar_eq_polar
| Mathlib/Analysis/LocallyConvex/Polar.lean | 123 | 127 | theorem polar_weak_closed (s : Set E) : IsClosed[WeakBilin.instTopologicalSpace B.flip]
(B.polar s) := by |
rw [polar_eq_iInter]
refine isClosed_iInter fun x => isClosed_iInter fun _ => ?_
exact isClosed_le (WeakBilin.eval_continuous B.flip x).norm continuous_const
| 1,689 |
import Mathlib.LinearAlgebra.Basis
import Mathlib.LinearAlgebra.FreeModule.Basic
import Mathlib.LinearAlgebra.LinearPMap
import Mathlib.LinearAlgebra.Projection
#align_import linear_algebra.basis from "leanprover-community/mathlib"@"13bce9a6b6c44f6b4c91ac1c1d2a816e2533d395"
open Function Set Submodule
set_option autoImplicit false
variable {ι : Type*} {ι' : Type*} {K : Type*} {V : Type*} {V' : Type*}
section DivisionRing
variable [DivisionRing K] [AddCommGroup V] [AddCommGroup V'] [Module K V] [Module K V']
variable {v : ι → V} {s t : Set V} {x y z : V}
open Submodule
namespace Basis
section ExistsBasis
noncomputable def extend (hs : LinearIndependent K ((↑) : s → V)) :
Basis (hs.extend (subset_univ s)) K V :=
Basis.mk
(@LinearIndependent.restrict_of_comp_subtype _ _ _ id _ _ _ _ (hs.linearIndependent_extend _))
(SetLike.coe_subset_coe.mp <| by simpa using hs.subset_span_extend (subset_univ s))
#align basis.extend Basis.extend
theorem extend_apply_self (hs : LinearIndependent K ((↑) : s → V)) (x : hs.extend _) :
Basis.extend hs x = x :=
Basis.mk_apply _ _ _
#align basis.extend_apply_self Basis.extend_apply_self
@[simp]
theorem coe_extend (hs : LinearIndependent K ((↑) : s → V)) : ⇑(Basis.extend hs) = ((↑) : _ → _) :=
funext (extend_apply_self hs)
#align basis.coe_extend Basis.coe_extend
| Mathlib/LinearAlgebra/Basis/VectorSpace.lean | 67 | 69 | theorem range_extend (hs : LinearIndependent K ((↑) : s → V)) :
range (Basis.extend hs) = hs.extend (subset_univ _) := by |
rw [coe_extend, Subtype.range_coe_subtype, setOf_mem_eq]
| 1,690 |
import Mathlib.LinearAlgebra.Basis
import Mathlib.LinearAlgebra.FreeModule.Basic
import Mathlib.LinearAlgebra.LinearPMap
import Mathlib.LinearAlgebra.Projection
#align_import linear_algebra.basis from "leanprover-community/mathlib"@"13bce9a6b6c44f6b4c91ac1c1d2a816e2533d395"
open Function Set Submodule
set_option autoImplicit false
variable {ι : Type*} {ι' : Type*} {K : Type*} {V : Type*} {V' : Type*}
section DivisionRing
variable [DivisionRing K] [AddCommGroup V] [AddCommGroup V'] [Module K V] [Module K V']
variable {v : ι → V} {s t : Set V} {x y z : V}
open Submodule
namespace Basis
section ExistsBasis
noncomputable def extend (hs : LinearIndependent K ((↑) : s → V)) :
Basis (hs.extend (subset_univ s)) K V :=
Basis.mk
(@LinearIndependent.restrict_of_comp_subtype _ _ _ id _ _ _ _ (hs.linearIndependent_extend _))
(SetLike.coe_subset_coe.mp <| by simpa using hs.subset_span_extend (subset_univ s))
#align basis.extend Basis.extend
theorem extend_apply_self (hs : LinearIndependent K ((↑) : s → V)) (x : hs.extend _) :
Basis.extend hs x = x :=
Basis.mk_apply _ _ _
#align basis.extend_apply_self Basis.extend_apply_self
@[simp]
theorem coe_extend (hs : LinearIndependent K ((↑) : s → V)) : ⇑(Basis.extend hs) = ((↑) : _ → _) :=
funext (extend_apply_self hs)
#align basis.coe_extend Basis.coe_extend
theorem range_extend (hs : LinearIndependent K ((↑) : s → V)) :
range (Basis.extend hs) = hs.extend (subset_univ _) := by
rw [coe_extend, Subtype.range_coe_subtype, setOf_mem_eq]
#align basis.range_extend Basis.range_extend
-- Porting note: adding this to make the statement of `subExtend` more readable
def sumExtendIndex (hs : LinearIndependent K v) : Set V :=
LinearIndependent.extend hs.to_subtype_range (subset_univ _) \ range v
noncomputable def sumExtend (hs : LinearIndependent K v) : Basis (ι ⊕ sumExtendIndex hs) K V :=
let s := Set.range v
let e : ι ≃ s := Equiv.ofInjective v hs.injective
let b := hs.to_subtype_range.extend (subset_univ (Set.range v))
(Basis.extend hs.to_subtype_range).reindex <|
Equiv.symm <|
calc
Sum ι (b \ s : Set V) ≃ Sum s (b \ s : Set V) := Equiv.sumCongr e (Equiv.refl _)
_ ≃ b :=
haveI := Classical.decPred (· ∈ s)
Equiv.Set.sumDiffSubset (hs.to_subtype_range.subset_extend _)
#align basis.sum_extend Basis.sumExtend
theorem subset_extend {s : Set V} (hs : LinearIndependent K ((↑) : s → V)) :
s ⊆ hs.extend (Set.subset_univ _) :=
hs.subset_extend _
#align basis.subset_extend Basis.subset_extend
section
variable (K V)
noncomputable def ofVectorSpaceIndex : Set V :=
(linearIndependent_empty K V).extend (subset_univ _)
#align basis.of_vector_space_index Basis.ofVectorSpaceIndex
noncomputable def ofVectorSpace : Basis (ofVectorSpaceIndex K V) K V :=
Basis.extend (linearIndependent_empty K V)
#align basis.of_vector_space Basis.ofVectorSpace
instance (priority := 100) _root_.Module.Free.of_divisionRing : Module.Free K V :=
Module.Free.of_basis (ofVectorSpace K V)
#align module.free.of_division_ring Module.Free.of_divisionRing
| Mathlib/LinearAlgebra/Basis/VectorSpace.lean | 117 | 119 | theorem ofVectorSpace_apply_self (x : ofVectorSpaceIndex K V) : ofVectorSpace K V x = x := by |
unfold ofVectorSpace
exact Basis.mk_apply _ _ _
| 1,690 |
import Mathlib.LinearAlgebra.Basis
import Mathlib.LinearAlgebra.FreeModule.Basic
import Mathlib.LinearAlgebra.LinearPMap
import Mathlib.LinearAlgebra.Projection
#align_import linear_algebra.basis from "leanprover-community/mathlib"@"13bce9a6b6c44f6b4c91ac1c1d2a816e2533d395"
open Function Set Submodule
set_option autoImplicit false
variable {ι : Type*} {ι' : Type*} {K : Type*} {V : Type*} {V' : Type*}
section DivisionRing
variable [DivisionRing K] [AddCommGroup V] [AddCommGroup V'] [Module K V] [Module K V']
variable {v : ι → V} {s t : Set V} {x y z : V}
open Submodule
namespace Basis
section ExistsBasis
noncomputable def extend (hs : LinearIndependent K ((↑) : s → V)) :
Basis (hs.extend (subset_univ s)) K V :=
Basis.mk
(@LinearIndependent.restrict_of_comp_subtype _ _ _ id _ _ _ _ (hs.linearIndependent_extend _))
(SetLike.coe_subset_coe.mp <| by simpa using hs.subset_span_extend (subset_univ s))
#align basis.extend Basis.extend
theorem extend_apply_self (hs : LinearIndependent K ((↑) : s → V)) (x : hs.extend _) :
Basis.extend hs x = x :=
Basis.mk_apply _ _ _
#align basis.extend_apply_self Basis.extend_apply_self
@[simp]
theorem coe_extend (hs : LinearIndependent K ((↑) : s → V)) : ⇑(Basis.extend hs) = ((↑) : _ → _) :=
funext (extend_apply_self hs)
#align basis.coe_extend Basis.coe_extend
theorem range_extend (hs : LinearIndependent K ((↑) : s → V)) :
range (Basis.extend hs) = hs.extend (subset_univ _) := by
rw [coe_extend, Subtype.range_coe_subtype, setOf_mem_eq]
#align basis.range_extend Basis.range_extend
-- Porting note: adding this to make the statement of `subExtend` more readable
def sumExtendIndex (hs : LinearIndependent K v) : Set V :=
LinearIndependent.extend hs.to_subtype_range (subset_univ _) \ range v
noncomputable def sumExtend (hs : LinearIndependent K v) : Basis (ι ⊕ sumExtendIndex hs) K V :=
let s := Set.range v
let e : ι ≃ s := Equiv.ofInjective v hs.injective
let b := hs.to_subtype_range.extend (subset_univ (Set.range v))
(Basis.extend hs.to_subtype_range).reindex <|
Equiv.symm <|
calc
Sum ι (b \ s : Set V) ≃ Sum s (b \ s : Set V) := Equiv.sumCongr e (Equiv.refl _)
_ ≃ b :=
haveI := Classical.decPred (· ∈ s)
Equiv.Set.sumDiffSubset (hs.to_subtype_range.subset_extend _)
#align basis.sum_extend Basis.sumExtend
theorem subset_extend {s : Set V} (hs : LinearIndependent K ((↑) : s → V)) :
s ⊆ hs.extend (Set.subset_univ _) :=
hs.subset_extend _
#align basis.subset_extend Basis.subset_extend
section
variable (K V)
noncomputable def ofVectorSpaceIndex : Set V :=
(linearIndependent_empty K V).extend (subset_univ _)
#align basis.of_vector_space_index Basis.ofVectorSpaceIndex
noncomputable def ofVectorSpace : Basis (ofVectorSpaceIndex K V) K V :=
Basis.extend (linearIndependent_empty K V)
#align basis.of_vector_space Basis.ofVectorSpace
instance (priority := 100) _root_.Module.Free.of_divisionRing : Module.Free K V :=
Module.Free.of_basis (ofVectorSpace K V)
#align module.free.of_division_ring Module.Free.of_divisionRing
theorem ofVectorSpace_apply_self (x : ofVectorSpaceIndex K V) : ofVectorSpace K V x = x := by
unfold ofVectorSpace
exact Basis.mk_apply _ _ _
#align basis.of_vector_space_apply_self Basis.ofVectorSpace_apply_self
@[simp]
theorem coe_ofVectorSpace : ⇑(ofVectorSpace K V) = ((↑) : _ → _ ) :=
funext fun x => ofVectorSpace_apply_self K V x
#align basis.coe_of_vector_space Basis.coe_ofVectorSpace
| Mathlib/LinearAlgebra/Basis/VectorSpace.lean | 127 | 131 | theorem ofVectorSpaceIndex.linearIndependent :
LinearIndependent K ((↑) : ofVectorSpaceIndex K V → V) := by |
convert (ofVectorSpace K V).linearIndependent
ext x
rw [ofVectorSpace_apply_self]
| 1,690 |
import Mathlib.Data.DFinsupp.Basic
import Mathlib.Data.Finset.Pointwise
import Mathlib.LinearAlgebra.Basis.VectorSpace
#align_import algebra.group.unique_prods from "leanprover-community/mathlib"@"d6fad0e5bf2d6f48da9175d25c3dc5706b3834ce"
@[to_additive
"Let `G` be a Type with addition, let `A B : Finset G` be finite subsets and
let `a0 b0 : G` be two elements. `UniqueAdd A B a0 b0` asserts `a0 + b0` can be written in at
most one way as a sum of an element from `A` and an element from `B`."]
def UniqueMul {G} [Mul G] (A B : Finset G) (a0 b0 : G) : Prop :=
∀ ⦃a b⦄, a ∈ A → b ∈ B → a * b = a0 * b0 → a = a0 ∧ b = b0
#align unique_mul UniqueMul
#align unique_add UniqueAdd
namespace UniqueMul
variable {G H : Type*} [Mul G] [Mul H] {A B : Finset G} {a0 b0 : G}
@[to_additive (attr := nontriviality, simp)]
| Mathlib/Algebra/Group/UniqueProds.lean | 67 | 68 | theorem of_subsingleton [Subsingleton G] : UniqueMul A B a0 b0 := by |
simp [UniqueMul, eq_iff_true_of_subsingleton]
| 1,691 |
import Mathlib.Data.DFinsupp.Basic
import Mathlib.Data.Finset.Pointwise
import Mathlib.LinearAlgebra.Basis.VectorSpace
#align_import algebra.group.unique_prods from "leanprover-community/mathlib"@"d6fad0e5bf2d6f48da9175d25c3dc5706b3834ce"
@[to_additive
"Let `G` be a Type with addition, let `A B : Finset G` be finite subsets and
let `a0 b0 : G` be two elements. `UniqueAdd A B a0 b0` asserts `a0 + b0` can be written in at
most one way as a sum of an element from `A` and an element from `B`."]
def UniqueMul {G} [Mul G] (A B : Finset G) (a0 b0 : G) : Prop :=
∀ ⦃a b⦄, a ∈ A → b ∈ B → a * b = a0 * b0 → a = a0 ∧ b = b0
#align unique_mul UniqueMul
#align unique_add UniqueAdd
namespace UniqueMul
variable {G H : Type*} [Mul G] [Mul H] {A B : Finset G} {a0 b0 : G}
@[to_additive (attr := nontriviality, simp)]
theorem of_subsingleton [Subsingleton G] : UniqueMul A B a0 b0 := by
simp [UniqueMul, eq_iff_true_of_subsingleton]
@[to_additive]
| Mathlib/Algebra/Group/UniqueProds.lean | 71 | 75 | theorem of_card_le_one (hA : A.Nonempty) (hB : B.Nonempty) (hA1 : A.card ≤ 1) (hB1 : B.card ≤ 1) :
∃ a ∈ A, ∃ b ∈ B, UniqueMul A B a b := by |
rw [Finset.card_le_one_iff] at hA1 hB1
obtain ⟨a, ha⟩ := hA; obtain ⟨b, hb⟩ := hB
exact ⟨a, ha, b, hb, fun _ _ ha' hb' _ ↦ ⟨hA1 ha' ha, hB1 hb' hb⟩⟩
| 1,691 |
import Mathlib.Data.DFinsupp.Basic
import Mathlib.Data.Finset.Pointwise
import Mathlib.LinearAlgebra.Basis.VectorSpace
#align_import algebra.group.unique_prods from "leanprover-community/mathlib"@"d6fad0e5bf2d6f48da9175d25c3dc5706b3834ce"
@[to_additive
"Let `G` be a Type with addition, let `A B : Finset G` be finite subsets and
let `a0 b0 : G` be two elements. `UniqueAdd A B a0 b0` asserts `a0 + b0` can be written in at
most one way as a sum of an element from `A` and an element from `B`."]
def UniqueMul {G} [Mul G] (A B : Finset G) (a0 b0 : G) : Prop :=
∀ ⦃a b⦄, a ∈ A → b ∈ B → a * b = a0 * b0 → a = a0 ∧ b = b0
#align unique_mul UniqueMul
#align unique_add UniqueAdd
namespace UniqueMul
variable {G H : Type*} [Mul G] [Mul H] {A B : Finset G} {a0 b0 : G}
@[to_additive (attr := nontriviality, simp)]
theorem of_subsingleton [Subsingleton G] : UniqueMul A B a0 b0 := by
simp [UniqueMul, eq_iff_true_of_subsingleton]
@[to_additive]
theorem of_card_le_one (hA : A.Nonempty) (hB : B.Nonempty) (hA1 : A.card ≤ 1) (hB1 : B.card ≤ 1) :
∃ a ∈ A, ∃ b ∈ B, UniqueMul A B a b := by
rw [Finset.card_le_one_iff] at hA1 hB1
obtain ⟨a, ha⟩ := hA; obtain ⟨b, hb⟩ := hB
exact ⟨a, ha, b, hb, fun _ _ ha' hb' _ ↦ ⟨hA1 ha' ha, hB1 hb' hb⟩⟩
@[to_additive]
theorem mt (h : UniqueMul A B a0 b0) :
∀ ⦃a b⦄, a ∈ A → b ∈ B → a ≠ a0 ∨ b ≠ b0 → a * b ≠ a0 * b0 := fun _ _ ha hb k ↦ by
contrapose! k
exact h ha hb k
#align unique_mul.mt UniqueMul.mt
@[to_additive]
theorem subsingleton (h : UniqueMul A B a0 b0) :
Subsingleton { ab : G × G // ab.1 ∈ A ∧ ab.2 ∈ B ∧ ab.1 * ab.2 = a0 * b0 } :=
⟨fun ⟨⟨_a, _b⟩, ha, hb, ab⟩ ⟨⟨_a', _b'⟩, ha', hb', ab'⟩ ↦
Subtype.ext <|
Prod.ext ((h ha hb ab).1.trans (h ha' hb' ab').1.symm) <|
(h ha hb ab).2.trans (h ha' hb' ab').2.symm⟩
#align unique_mul.subsingleton UniqueMul.subsingleton
#align unique_add.subsingleton UniqueAdd.subsingleton
@[to_additive]
| Mathlib/Algebra/Group/UniqueProds.lean | 95 | 101 | theorem set_subsingleton (h : UniqueMul A B a0 b0) :
Set.Subsingleton { ab : G × G | ab.1 ∈ A ∧ ab.2 ∈ B ∧ ab.1 * ab.2 = a0 * b0 } := by |
rintro ⟨x1, y1⟩ (hx : x1 ∈ A ∧ y1 ∈ B ∧ x1 * y1 = a0 * b0) ⟨x2, y2⟩
(hy : x2 ∈ A ∧ y2 ∈ B ∧ x2 * y2 = a0 * b0)
rcases h hx.1 hx.2.1 hx.2.2 with ⟨rfl, rfl⟩
rcases h hy.1 hy.2.1 hy.2.2 with ⟨rfl, rfl⟩
rfl
| 1,691 |
import Mathlib.Data.DFinsupp.Basic
import Mathlib.Data.Finset.Pointwise
import Mathlib.LinearAlgebra.Basis.VectorSpace
#align_import algebra.group.unique_prods from "leanprover-community/mathlib"@"d6fad0e5bf2d6f48da9175d25c3dc5706b3834ce"
@[to_additive
"Let `G` be a Type with addition, let `A B : Finset G` be finite subsets and
let `a0 b0 : G` be two elements. `UniqueAdd A B a0 b0` asserts `a0 + b0` can be written in at
most one way as a sum of an element from `A` and an element from `B`."]
def UniqueMul {G} [Mul G] (A B : Finset G) (a0 b0 : G) : Prop :=
∀ ⦃a b⦄, a ∈ A → b ∈ B → a * b = a0 * b0 → a = a0 ∧ b = b0
#align unique_mul UniqueMul
#align unique_add UniqueAdd
namespace UniqueMul
variable {G H : Type*} [Mul G] [Mul H] {A B : Finset G} {a0 b0 : G}
@[to_additive (attr := nontriviality, simp)]
theorem of_subsingleton [Subsingleton G] : UniqueMul A B a0 b0 := by
simp [UniqueMul, eq_iff_true_of_subsingleton]
@[to_additive]
theorem of_card_le_one (hA : A.Nonempty) (hB : B.Nonempty) (hA1 : A.card ≤ 1) (hB1 : B.card ≤ 1) :
∃ a ∈ A, ∃ b ∈ B, UniqueMul A B a b := by
rw [Finset.card_le_one_iff] at hA1 hB1
obtain ⟨a, ha⟩ := hA; obtain ⟨b, hb⟩ := hB
exact ⟨a, ha, b, hb, fun _ _ ha' hb' _ ↦ ⟨hA1 ha' ha, hB1 hb' hb⟩⟩
@[to_additive]
theorem mt (h : UniqueMul A B a0 b0) :
∀ ⦃a b⦄, a ∈ A → b ∈ B → a ≠ a0 ∨ b ≠ b0 → a * b ≠ a0 * b0 := fun _ _ ha hb k ↦ by
contrapose! k
exact h ha hb k
#align unique_mul.mt UniqueMul.mt
@[to_additive]
theorem subsingleton (h : UniqueMul A B a0 b0) :
Subsingleton { ab : G × G // ab.1 ∈ A ∧ ab.2 ∈ B ∧ ab.1 * ab.2 = a0 * b0 } :=
⟨fun ⟨⟨_a, _b⟩, ha, hb, ab⟩ ⟨⟨_a', _b'⟩, ha', hb', ab'⟩ ↦
Subtype.ext <|
Prod.ext ((h ha hb ab).1.trans (h ha' hb' ab').1.symm) <|
(h ha hb ab).2.trans (h ha' hb' ab').2.symm⟩
#align unique_mul.subsingleton UniqueMul.subsingleton
#align unique_add.subsingleton UniqueAdd.subsingleton
@[to_additive]
theorem set_subsingleton (h : UniqueMul A B a0 b0) :
Set.Subsingleton { ab : G × G | ab.1 ∈ A ∧ ab.2 ∈ B ∧ ab.1 * ab.2 = a0 * b0 } := by
rintro ⟨x1, y1⟩ (hx : x1 ∈ A ∧ y1 ∈ B ∧ x1 * y1 = a0 * b0) ⟨x2, y2⟩
(hy : x2 ∈ A ∧ y2 ∈ B ∧ x2 * y2 = a0 * b0)
rcases h hx.1 hx.2.1 hx.2.2 with ⟨rfl, rfl⟩
rcases h hy.1 hy.2.1 hy.2.2 with ⟨rfl, rfl⟩
rfl
#align unique_mul.set_subsingleton UniqueMul.set_subsingleton
#align unique_add.set_subsingleton UniqueAdd.set_subsingleton
-- Porting note: mathport warning: expanding binder collection
-- (ab «expr ∈ » [finset.product/multiset.product/set.prod/list.product](A, B)) -/
@[to_additive]
theorem iff_existsUnique (aA : a0 ∈ A) (bB : b0 ∈ B) :
UniqueMul A B a0 b0 ↔ ∃! ab, ab ∈ A ×ˢ B ∧ ab.1 * ab.2 = a0 * b0 :=
⟨fun _ ↦ ⟨(a0, b0), ⟨Finset.mk_mem_product aA bB, rfl⟩, by simpa⟩,
fun h ↦ h.elim
(by
rintro ⟨x1, x2⟩ _ J x y hx hy l
rcases Prod.mk.inj_iff.mp (J (a0, b0) ⟨Finset.mk_mem_product aA bB, rfl⟩) with ⟨rfl, rfl⟩
exact Prod.mk.inj_iff.mp (J (x, y) ⟨Finset.mk_mem_product hx hy, l⟩))⟩
#align unique_mul.iff_exists_unique UniqueMul.iff_existsUniqueₓ
#align unique_add.iff_exists_unique UniqueAdd.iff_existsUniqueₓ
open Finset in
@[to_additive]
| Mathlib/Algebra/Group/UniqueProds.lean | 121 | 129 | theorem iff_card_le_one [DecidableEq G] (ha0 : a0 ∈ A) (hb0 : b0 ∈ B) :
UniqueMul A B a0 b0 ↔ ((A ×ˢ B).filter (fun p ↦ p.1 * p.2 = a0 * b0)).card ≤ 1 := by |
simp_rw [card_le_one_iff, mem_filter, mem_product]
refine ⟨fun h p1 p2 ⟨⟨ha1, hb1⟩, he1⟩ ⟨⟨ha2, hb2⟩, he2⟩ ↦ ?_, fun h a b ha hb he ↦ ?_⟩
· have h1 := h ha1 hb1 he1; have h2 := h ha2 hb2 he2
ext
· rw [h1.1, h2.1]
· rw [h1.2, h2.2]
· exact Prod.ext_iff.1 (@h (a, b) (a0, b0) ⟨⟨ha, hb⟩, he⟩ ⟨⟨ha0, hb0⟩, rfl⟩)
| 1,691 |
import Mathlib.Algebra.MonoidAlgebra.Basic
import Mathlib.Algebra.Group.UniqueProds
#align_import algebra.monoid_algebra.no_zero_divisors from "leanprover-community/mathlib"@"3e067975886cf5801e597925328c335609511b1a"
open Finsupp
variable {R A : Type*} [Semiring R]
namespace MonoidAlgebra
| Mathlib/Algebra/MonoidAlgebra/NoZeroDivisors.lean | 68 | 79 | theorem mul_apply_mul_eq_mul_of_uniqueMul [Mul A] {f g : MonoidAlgebra R A} {a0 b0 : A}
(h : UniqueMul f.support g.support a0 b0) :
(f * g) (a0 * b0) = f a0 * g b0 := by |
classical
simp_rw [mul_apply, sum, ← Finset.sum_product']
refine (Finset.sum_eq_single (a0, b0) ?_ ?_).trans (if_pos rfl) <;> simp_rw [Finset.mem_product]
· refine fun ab hab hne => if_neg (fun he => hne <| Prod.ext ?_ ?_)
exacts [(h hab.1 hab.2 he).1, (h hab.1 hab.2 he).2]
· refine fun hnmem => ite_eq_right_iff.mpr (fun _ => ?_)
rcases not_and_or.mp hnmem with af | bg
· rw [not_mem_support_iff.mp af, zero_mul]
· rw [not_mem_support_iff.mp bg, mul_zero]
| 1,692 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Constructions
import Mathlib.LinearAlgebra.Dimension.Finite
#align_import field_theory.finiteness from "leanprover-community/mathlib"@"039a089d2a4b93c761b234f3e5f5aeb752bac60f"
universe u v
open scoped Classical
open Cardinal
open Cardinal Submodule Module Function
namespace IsNoetherian
variable {K : Type u} {V : Type v} [DivisionRing K] [AddCommGroup V] [Module K V]
| Mathlib/FieldTheory/Finiteness.lean | 32 | 43 | theorem iff_rank_lt_aleph0 : IsNoetherian K V ↔ Module.rank K V < ℵ₀ := by |
let b := Basis.ofVectorSpace K V
rw [← b.mk_eq_rank'', lt_aleph0_iff_set_finite]
constructor
· intro
exact (Basis.ofVectorSpaceIndex.linearIndependent K V).set_finite_of_isNoetherian
· intro hbfinite
refine
@isNoetherian_of_linearEquiv K (⊤ : Submodule K V) V _ _ _ _ _ (LinearEquiv.ofTop _ rfl)
(id ?_)
refine isNoetherian_of_fg_of_noetherian _ ⟨Set.Finite.toFinset hbfinite, ?_⟩
rw [Set.Finite.coe_toFinset, ← b.span_eq, Basis.coe_ofVectorSpace, Subtype.range_coe]
| 1,693 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Constructions
import Mathlib.LinearAlgebra.Dimension.Finite
#align_import field_theory.finiteness from "leanprover-community/mathlib"@"039a089d2a4b93c761b234f3e5f5aeb752bac60f"
universe u v
open scoped Classical
open Cardinal
open Cardinal Submodule Module Function
namespace IsNoetherian
variable {K : Type u} {V : Type v} [DivisionRing K] [AddCommGroup V] [Module K V]
theorem iff_rank_lt_aleph0 : IsNoetherian K V ↔ Module.rank K V < ℵ₀ := by
let b := Basis.ofVectorSpace K V
rw [← b.mk_eq_rank'', lt_aleph0_iff_set_finite]
constructor
· intro
exact (Basis.ofVectorSpaceIndex.linearIndependent K V).set_finite_of_isNoetherian
· intro hbfinite
refine
@isNoetherian_of_linearEquiv K (⊤ : Submodule K V) V _ _ _ _ _ (LinearEquiv.ofTop _ rfl)
(id ?_)
refine isNoetherian_of_fg_of_noetherian _ ⟨Set.Finite.toFinset hbfinite, ?_⟩
rw [Set.Finite.coe_toFinset, ← b.span_eq, Basis.coe_ofVectorSpace, Subtype.range_coe]
#align is_noetherian.iff_rank_lt_aleph_0 IsNoetherian.iff_rank_lt_aleph0
#align is_noetherian.rank_lt_aleph_0 rank_lt_aleph0
noncomputable def fintypeBasisIndex {ι : Type*} [IsNoetherian K V] (b : Basis ι K V) : Fintype ι :=
b.fintypeIndexOfRankLtAleph0 (rank_lt_aleph0 K V)
#align is_noetherian.fintype_basis_index IsNoetherian.fintypeBasisIndex
noncomputable instance [IsNoetherian K V] : Fintype (Basis.ofVectorSpaceIndex K V) :=
fintypeBasisIndex (Basis.ofVectorSpace K V)
theorem finite_basis_index {ι : Type*} {s : Set ι} [IsNoetherian K V] (b : Basis s K V) :
s.Finite :=
b.finite_index_of_rank_lt_aleph0 (rank_lt_aleph0 K V)
#align is_noetherian.finite_basis_index IsNoetherian.finite_basis_index
variable (K V)
noncomputable def finsetBasisIndex [IsNoetherian K V] : Finset V :=
(finite_basis_index (Basis.ofVectorSpace K V)).toFinset
#align is_noetherian.finset_basis_index IsNoetherian.finsetBasisIndex
@[simp]
theorem coe_finsetBasisIndex [IsNoetherian K V] :
(↑(finsetBasisIndex K V) : Set V) = Basis.ofVectorSpaceIndex K V :=
Set.Finite.coe_toFinset _
#align is_noetherian.coe_finset_basis_index IsNoetherian.coe_finsetBasisIndex
@[simp]
theorem coeSort_finsetBasisIndex [IsNoetherian K V] :
(finsetBasisIndex K V : Type _) = Basis.ofVectorSpaceIndex K V :=
Set.Finite.coeSort_toFinset _
#align is_noetherian.coe_sort_finset_basis_index IsNoetherian.coeSort_finsetBasisIndex
noncomputable def finsetBasis [IsNoetherian K V] : Basis (finsetBasisIndex K V) K V :=
(Basis.ofVectorSpace K V).reindex (by rw [coeSort_finsetBasisIndex])
#align is_noetherian.finset_basis IsNoetherian.finsetBasis
@[simp]
| Mathlib/FieldTheory/Finiteness.lean | 95 | 97 | theorem range_finsetBasis [IsNoetherian K V] :
Set.range (finsetBasis K V) = Basis.ofVectorSpaceIndex K V := by |
rw [finsetBasis, Basis.range_reindex, Basis.range_ofVectorSpace]
| 1,693 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Constructions
import Mathlib.LinearAlgebra.Dimension.Finite
#align_import field_theory.finiteness from "leanprover-community/mathlib"@"039a089d2a4b93c761b234f3e5f5aeb752bac60f"
universe u v
open scoped Classical
open Cardinal
open Cardinal Submodule Module Function
namespace IsNoetherian
variable {K : Type u} {V : Type v} [DivisionRing K] [AddCommGroup V] [Module K V]
theorem iff_rank_lt_aleph0 : IsNoetherian K V ↔ Module.rank K V < ℵ₀ := by
let b := Basis.ofVectorSpace K V
rw [← b.mk_eq_rank'', lt_aleph0_iff_set_finite]
constructor
· intro
exact (Basis.ofVectorSpaceIndex.linearIndependent K V).set_finite_of_isNoetherian
· intro hbfinite
refine
@isNoetherian_of_linearEquiv K (⊤ : Submodule K V) V _ _ _ _ _ (LinearEquiv.ofTop _ rfl)
(id ?_)
refine isNoetherian_of_fg_of_noetherian _ ⟨Set.Finite.toFinset hbfinite, ?_⟩
rw [Set.Finite.coe_toFinset, ← b.span_eq, Basis.coe_ofVectorSpace, Subtype.range_coe]
#align is_noetherian.iff_rank_lt_aleph_0 IsNoetherian.iff_rank_lt_aleph0
#align is_noetherian.rank_lt_aleph_0 rank_lt_aleph0
noncomputable def fintypeBasisIndex {ι : Type*} [IsNoetherian K V] (b : Basis ι K V) : Fintype ι :=
b.fintypeIndexOfRankLtAleph0 (rank_lt_aleph0 K V)
#align is_noetherian.fintype_basis_index IsNoetherian.fintypeBasisIndex
noncomputable instance [IsNoetherian K V] : Fintype (Basis.ofVectorSpaceIndex K V) :=
fintypeBasisIndex (Basis.ofVectorSpace K V)
theorem finite_basis_index {ι : Type*} {s : Set ι} [IsNoetherian K V] (b : Basis s K V) :
s.Finite :=
b.finite_index_of_rank_lt_aleph0 (rank_lt_aleph0 K V)
#align is_noetherian.finite_basis_index IsNoetherian.finite_basis_index
variable (K V)
noncomputable def finsetBasisIndex [IsNoetherian K V] : Finset V :=
(finite_basis_index (Basis.ofVectorSpace K V)).toFinset
#align is_noetherian.finset_basis_index IsNoetherian.finsetBasisIndex
@[simp]
theorem coe_finsetBasisIndex [IsNoetherian K V] :
(↑(finsetBasisIndex K V) : Set V) = Basis.ofVectorSpaceIndex K V :=
Set.Finite.coe_toFinset _
#align is_noetherian.coe_finset_basis_index IsNoetherian.coe_finsetBasisIndex
@[simp]
theorem coeSort_finsetBasisIndex [IsNoetherian K V] :
(finsetBasisIndex K V : Type _) = Basis.ofVectorSpaceIndex K V :=
Set.Finite.coeSort_toFinset _
#align is_noetherian.coe_sort_finset_basis_index IsNoetherian.coeSort_finsetBasisIndex
noncomputable def finsetBasis [IsNoetherian K V] : Basis (finsetBasisIndex K V) K V :=
(Basis.ofVectorSpace K V).reindex (by rw [coeSort_finsetBasisIndex])
#align is_noetherian.finset_basis IsNoetherian.finsetBasis
@[simp]
theorem range_finsetBasis [IsNoetherian K V] :
Set.range (finsetBasis K V) = Basis.ofVectorSpaceIndex K V := by
rw [finsetBasis, Basis.range_reindex, Basis.range_ofVectorSpace]
#align is_noetherian.range_finset_basis IsNoetherian.range_finsetBasis
variable {K V}
| Mathlib/FieldTheory/Finiteness.lean | 103 | 112 | theorem iff_fg : IsNoetherian K V ↔ Module.Finite K V := by |
constructor
· intro h
exact
⟨⟨finsetBasisIndex K V, by
convert (finsetBasis K V).span_eq
simp⟩⟩
· rintro ⟨s, hs⟩
rw [IsNoetherian.iff_rank_lt_aleph0, ← rank_top, ← hs]
exact lt_of_le_of_lt (rank_span_le _) s.finite_toSet.lt_aleph0
| 1,693 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.SetTheory.Cardinal.Subfield
import Mathlib.LinearAlgebra.Dimension.RankNullity
#align_import linear_algebra.dimension from "leanprover-community/mathlib"@"47a5f8186becdbc826190ced4312f8199f9db6a5"
noncomputable section
universe u₀ u v v' v'' u₁' w w'
variable {K R : Type u} {V V₁ V₂ V₃ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
variable {ι : Type w} {ι' : Type w'} {η : Type u₁'} {φ : η → Type*}
open Cardinal Basis Submodule Function Set
section Module
section DivisionRing
variable [DivisionRing K]
variable [AddCommGroup V] [Module K V]
variable [AddCommGroup V'] [Module K V']
variable [AddCommGroup V₁] [Module K V₁]
theorem Basis.finite_ofVectorSpaceIndex_of_rank_lt_aleph0 (h : Module.rank K V < ℵ₀) :
(Basis.ofVectorSpaceIndex K V).Finite :=
finite_def.2 <| (Basis.ofVectorSpace K V).nonempty_fintype_index_of_rank_lt_aleph0 h
#align basis.finite_of_vector_space_index_of_rank_lt_aleph_0 Basis.finite_ofVectorSpaceIndex_of_rank_lt_aleph0
| Mathlib/LinearAlgebra/Dimension/DivisionRing.lean | 59 | 63 | theorem rank_quotient_add_rank_of_divisionRing (p : Submodule K V) :
Module.rank K (V ⧸ p) + Module.rank K p = Module.rank K V := by |
classical
let ⟨f⟩ := quotient_prod_linearEquiv p
exact rank_prod'.symm.trans f.rank_eq
| 1,694 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.SetTheory.Cardinal.Subfield
import Mathlib.LinearAlgebra.Dimension.RankNullity
#align_import linear_algebra.dimension from "leanprover-community/mathlib"@"47a5f8186becdbc826190ced4312f8199f9db6a5"
noncomputable section
universe u₀ u v v' v'' u₁' w w'
variable {K R : Type u} {V V₁ V₂ V₃ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
variable {ι : Type w} {ι' : Type w'} {η : Type u₁'} {φ : η → Type*}
open Cardinal Basis Submodule Function Set
section Module
section DivisionRing
variable [DivisionRing K]
variable [AddCommGroup V] [Module K V]
variable [AddCommGroup V'] [Module K V']
variable [AddCommGroup V₁] [Module K V₁]
theorem Basis.finite_ofVectorSpaceIndex_of_rank_lt_aleph0 (h : Module.rank K V < ℵ₀) :
(Basis.ofVectorSpaceIndex K V).Finite :=
finite_def.2 <| (Basis.ofVectorSpace K V).nonempty_fintype_index_of_rank_lt_aleph0 h
#align basis.finite_of_vector_space_index_of_rank_lt_aleph_0 Basis.finite_ofVectorSpaceIndex_of_rank_lt_aleph0
theorem rank_quotient_add_rank_of_divisionRing (p : Submodule K V) :
Module.rank K (V ⧸ p) + Module.rank K p = Module.rank K V := by
classical
let ⟨f⟩ := quotient_prod_linearEquiv p
exact rank_prod'.symm.trans f.rank_eq
instance DivisionRing.hasRankNullity : HasRankNullity.{u₀} K where
rank_quotient_add_rank := rank_quotient_add_rank_of_divisionRing
exists_set_linearIndependent V _ _ := by
let b := Module.Free.chooseBasis K V
refine ⟨range b, ?_, b.linearIndependent.to_subtype_range⟩
rw [← lift_injective.eq_iff, mk_range_eq_of_injective b.injective,
Module.Free.rank_eq_card_chooseBasisIndex]
section
variable [AddCommGroup V₂] [Module K V₂]
variable [AddCommGroup V₃] [Module K V₃]
open LinearMap
| Mathlib/LinearAlgebra/Dimension/DivisionRing.lean | 81 | 108 | theorem rank_add_rank_split (db : V₂ →ₗ[K] V) (eb : V₃ →ₗ[K] V) (cd : V₁ →ₗ[K] V₂)
(ce : V₁ →ₗ[K] V₃) (hde : ⊤ ≤ LinearMap.range db ⊔ LinearMap.range eb) (hgd : ker cd = ⊥)
(eq : db.comp cd = eb.comp ce) (eq₂ : ∀ d e, db d = eb e → ∃ c, cd c = d ∧ ce c = e) :
Module.rank K V + Module.rank K V₁ = Module.rank K V₂ + Module.rank K V₃ := by |
have hf : Surjective (coprod db eb) := by rwa [← range_eq_top, range_coprod, eq_top_iff]
conv =>
rhs
rw [← rank_prod', rank_eq_of_surjective hf]
congr 1
apply LinearEquiv.rank_eq
let L : V₁ →ₗ[K] ker (coprod db eb) := by -- Porting note: this is needed to avoid a timeout
refine LinearMap.codRestrict _ (prod cd (-ce)) ?_
· intro c
simp only [add_eq_zero_iff_eq_neg, LinearMap.prod_apply, mem_ker, Pi.prod, coprod_apply,
neg_neg, map_neg, neg_apply]
exact LinearMap.ext_iff.1 eq c
refine LinearEquiv.ofBijective L ⟨?_, ?_⟩
· rw [← ker_eq_bot, ker_codRestrict, ker_prod, hgd, bot_inf_eq]
· rw [← range_eq_top, eq_top_iff, range_codRestrict, ← map_le_iff_le_comap, Submodule.map_top,
range_subtype]
rintro ⟨d, e⟩
have h := eq₂ d (-e)
simp only [add_eq_zero_iff_eq_neg, LinearMap.prod_apply, mem_ker, SetLike.mem_coe,
Prod.mk.inj_iff, coprod_apply, map_neg, neg_apply, LinearMap.mem_range, Pi.prod] at h ⊢
intro hde
rcases h hde with ⟨c, h₁, h₂⟩
refine ⟨c, h₁, ?_⟩
rw [h₂, _root_.neg_neg]
| 1,694 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.SetTheory.Cardinal.Subfield
import Mathlib.LinearAlgebra.Dimension.RankNullity
#align_import linear_algebra.dimension from "leanprover-community/mathlib"@"47a5f8186becdbc826190ced4312f8199f9db6a5"
noncomputable section
universe u₀ u v v' v'' u₁' w w'
variable {K R : Type u} {V V₁ V₂ V₃ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
variable {ι : Type w} {ι' : Type w'} {η : Type u₁'} {φ : η → Type*}
open Cardinal Basis Submodule Function Set
section Module
section Basis
open FiniteDimensional
variable [DivisionRing K] [AddCommGroup V] [Module K V]
| Mathlib/LinearAlgebra/Dimension/DivisionRing.lean | 123 | 166 | theorem linearIndependent_of_top_le_span_of_card_eq_finrank {ι : Type*} [Fintype ι] {b : ι → V}
(spans : ⊤ ≤ span K (Set.range b)) (card_eq : Fintype.card ι = finrank K V) :
LinearIndependent K b :=
linearIndependent_iff'.mpr fun s g dependent i i_mem_s => by
classical
by_contra gx_ne_zero
-- We'll derive a contradiction by showing `b '' (univ \ {i})` of cardinality `n - 1`
-- spans a vector space of dimension `n`.
refine not_le_of_gt (span_lt_top_of_card_lt_finrank
(show (b '' (Set.univ \ {i})).toFinset.card < finrank K V from ?_)) ?_
· calc
(b '' (Set.univ \ {i})).toFinset.card = ((Set.univ \ {i}).toFinset.image b).card := by |
rw [Set.toFinset_card, Fintype.card_ofFinset]
_ ≤ (Set.univ \ {i}).toFinset.card := Finset.card_image_le
_ = (Finset.univ.erase i).card := (congr_arg Finset.card (Finset.ext (by simp [and_comm])))
_ < Finset.univ.card := Finset.card_erase_lt_of_mem (Finset.mem_univ i)
_ = finrank K V := card_eq
-- We already have that `b '' univ` spans the whole space,
-- so we only need to show that the span of `b '' (univ \ {i})` contains each `b j`.
refine spans.trans (span_le.mpr ?_)
rintro _ ⟨j, rfl, rfl⟩
-- The case that `j ≠ i` is easy because `b j ∈ b '' (univ \ {i})`.
by_cases j_eq : j = i
swap
· refine subset_span ⟨j, (Set.mem_diff _).mpr ⟨Set.mem_univ _, ?_⟩, rfl⟩
exact mt Set.mem_singleton_iff.mp j_eq
-- To show `b i ∈ span (b '' (univ \ {i}))`, we use that it's a weighted sum
-- of the other `b j`s.
rw [j_eq, SetLike.mem_coe, show b i = -((g i)⁻¹ • (s.erase i).sum fun j => g j • b j) from _]
· refine neg_mem (smul_mem _ _ (sum_mem fun k hk => ?_))
obtain ⟨k_ne_i, _⟩ := Finset.mem_erase.mp hk
refine smul_mem _ _ (subset_span ⟨k, ?_, rfl⟩)
simp_all only [Set.mem_univ, Set.mem_diff, Set.mem_singleton_iff, and_self, not_false_eq_true]
-- To show `b i` is a weighted sum of the other `b j`s, we'll rewrite this sum
-- to have the form of the assumption `dependent`.
apply eq_neg_of_add_eq_zero_left
calc
(b i + (g i)⁻¹ • (s.erase i).sum fun j => g j • b j) =
(g i)⁻¹ • (g i • b i + (s.erase i).sum fun j => g j • b j) := by
rw [smul_add, ← mul_smul, inv_mul_cancel gx_ne_zero, one_smul]
_ = (g i)⁻¹ • (0 : V) := congr_arg _ ?_
_ = 0 := smul_zero _
-- And then it's just a bit of manipulation with finite sums.
rwa [← Finset.insert_erase i_mem_s, Finset.sum_insert (Finset.not_mem_erase _ _)] at dependent
| 1,694 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.SetTheory.Cardinal.Subfield
import Mathlib.LinearAlgebra.Dimension.RankNullity
#align_import linear_algebra.dimension from "leanprover-community/mathlib"@"47a5f8186becdbc826190ced4312f8199f9db6a5"
noncomputable section
universe u₀ u v v' v'' u₁' w w'
variable {K R : Type u} {V V₁ V₂ V₃ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
variable {ι : Type w} {ι' : Type w'} {η : Type u₁'} {φ : η → Type*}
open Cardinal Basis Submodule Function Set
section Module
section Basis
open FiniteDimensional
variable [DivisionRing K] [AddCommGroup V] [Module K V]
theorem linearIndependent_of_top_le_span_of_card_eq_finrank {ι : Type*} [Fintype ι] {b : ι → V}
(spans : ⊤ ≤ span K (Set.range b)) (card_eq : Fintype.card ι = finrank K V) :
LinearIndependent K b :=
linearIndependent_iff'.mpr fun s g dependent i i_mem_s => by
classical
by_contra gx_ne_zero
-- We'll derive a contradiction by showing `b '' (univ \ {i})` of cardinality `n - 1`
-- spans a vector space of dimension `n`.
refine not_le_of_gt (span_lt_top_of_card_lt_finrank
(show (b '' (Set.univ \ {i})).toFinset.card < finrank K V from ?_)) ?_
· calc
(b '' (Set.univ \ {i})).toFinset.card = ((Set.univ \ {i}).toFinset.image b).card := by
rw [Set.toFinset_card, Fintype.card_ofFinset]
_ ≤ (Set.univ \ {i}).toFinset.card := Finset.card_image_le
_ = (Finset.univ.erase i).card := (congr_arg Finset.card (Finset.ext (by simp [and_comm])))
_ < Finset.univ.card := Finset.card_erase_lt_of_mem (Finset.mem_univ i)
_ = finrank K V := card_eq
-- We already have that `b '' univ` spans the whole space,
-- so we only need to show that the span of `b '' (univ \ {i})` contains each `b j`.
refine spans.trans (span_le.mpr ?_)
rintro _ ⟨j, rfl, rfl⟩
-- The case that `j ≠ i` is easy because `b j ∈ b '' (univ \ {i})`.
by_cases j_eq : j = i
swap
· refine subset_span ⟨j, (Set.mem_diff _).mpr ⟨Set.mem_univ _, ?_⟩, rfl⟩
exact mt Set.mem_singleton_iff.mp j_eq
-- To show `b i ∈ span (b '' (univ \ {i}))`, we use that it's a weighted sum
-- of the other `b j`s.
rw [j_eq, SetLike.mem_coe, show b i = -((g i)⁻¹ • (s.erase i).sum fun j => g j • b j) from _]
· refine neg_mem (smul_mem _ _ (sum_mem fun k hk => ?_))
obtain ⟨k_ne_i, _⟩ := Finset.mem_erase.mp hk
refine smul_mem _ _ (subset_span ⟨k, ?_, rfl⟩)
simp_all only [Set.mem_univ, Set.mem_diff, Set.mem_singleton_iff, and_self, not_false_eq_true]
-- To show `b i` is a weighted sum of the other `b j`s, we'll rewrite this sum
-- to have the form of the assumption `dependent`.
apply eq_neg_of_add_eq_zero_left
calc
(b i + (g i)⁻¹ • (s.erase i).sum fun j => g j • b j) =
(g i)⁻¹ • (g i • b i + (s.erase i).sum fun j => g j • b j) := by
rw [smul_add, ← mul_smul, inv_mul_cancel gx_ne_zero, one_smul]
_ = (g i)⁻¹ • (0 : V) := congr_arg _ ?_
_ = 0 := smul_zero _
-- And then it's just a bit of manipulation with finite sums.
rwa [← Finset.insert_erase i_mem_s, Finset.sum_insert (Finset.not_mem_erase _ _)] at dependent
#align linear_independent_of_top_le_span_of_card_eq_finrank linearIndependent_of_top_le_span_of_card_eq_finrank
| Mathlib/LinearAlgebra/Dimension/DivisionRing.lean | 171 | 193 | theorem linearIndependent_iff_card_eq_finrank_span {ι : Type*} [Fintype ι] {b : ι → V} :
LinearIndependent K b ↔ Fintype.card ι = (Set.range b).finrank K := by |
constructor
· intro h
exact (finrank_span_eq_card h).symm
· intro hc
let f := Submodule.subtype (span K (Set.range b))
let b' : ι → span K (Set.range b) := fun i =>
⟨b i, mem_span.2 fun p hp => hp (Set.mem_range_self _)⟩
have hs : ⊤ ≤ span K (Set.range b') := by
intro x
have h : span K (f '' Set.range b') = map f (span K (Set.range b')) := span_image f
have hf : f '' Set.range b' = Set.range b := by
ext x
simp [f, Set.mem_image, Set.mem_range]
rw [hf] at h
have hx : (x : V) ∈ span K (Set.range b) := x.property
conv at hx =>
arg 2
rw [h]
simpa [f, mem_map] using hx
have hi : LinearMap.ker f = ⊥ := ker_subtype _
convert (linearIndependent_of_top_le_span_of_card_eq_finrank hs hc).map' _ hi
| 1,694 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.SetTheory.Cardinal.Subfield
import Mathlib.LinearAlgebra.Dimension.RankNullity
#align_import linear_algebra.dimension from "leanprover-community/mathlib"@"47a5f8186becdbc826190ced4312f8199f9db6a5"
noncomputable section
universe u₀ u v v' v'' u₁' w w'
variable {K R : Type u} {V V₁ V₂ V₃ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
variable {ι : Type w} {ι' : Type w'} {η : Type u₁'} {φ : η → Type*}
open Cardinal Basis Submodule Function Set
section Module
section Basis
open FiniteDimensional
variable [DivisionRing K] [AddCommGroup V] [Module K V]
theorem linearIndependent_of_top_le_span_of_card_eq_finrank {ι : Type*} [Fintype ι] {b : ι → V}
(spans : ⊤ ≤ span K (Set.range b)) (card_eq : Fintype.card ι = finrank K V) :
LinearIndependent K b :=
linearIndependent_iff'.mpr fun s g dependent i i_mem_s => by
classical
by_contra gx_ne_zero
-- We'll derive a contradiction by showing `b '' (univ \ {i})` of cardinality `n - 1`
-- spans a vector space of dimension `n`.
refine not_le_of_gt (span_lt_top_of_card_lt_finrank
(show (b '' (Set.univ \ {i})).toFinset.card < finrank K V from ?_)) ?_
· calc
(b '' (Set.univ \ {i})).toFinset.card = ((Set.univ \ {i}).toFinset.image b).card := by
rw [Set.toFinset_card, Fintype.card_ofFinset]
_ ≤ (Set.univ \ {i}).toFinset.card := Finset.card_image_le
_ = (Finset.univ.erase i).card := (congr_arg Finset.card (Finset.ext (by simp [and_comm])))
_ < Finset.univ.card := Finset.card_erase_lt_of_mem (Finset.mem_univ i)
_ = finrank K V := card_eq
-- We already have that `b '' univ` spans the whole space,
-- so we only need to show that the span of `b '' (univ \ {i})` contains each `b j`.
refine spans.trans (span_le.mpr ?_)
rintro _ ⟨j, rfl, rfl⟩
-- The case that `j ≠ i` is easy because `b j ∈ b '' (univ \ {i})`.
by_cases j_eq : j = i
swap
· refine subset_span ⟨j, (Set.mem_diff _).mpr ⟨Set.mem_univ _, ?_⟩, rfl⟩
exact mt Set.mem_singleton_iff.mp j_eq
-- To show `b i ∈ span (b '' (univ \ {i}))`, we use that it's a weighted sum
-- of the other `b j`s.
rw [j_eq, SetLike.mem_coe, show b i = -((g i)⁻¹ • (s.erase i).sum fun j => g j • b j) from _]
· refine neg_mem (smul_mem _ _ (sum_mem fun k hk => ?_))
obtain ⟨k_ne_i, _⟩ := Finset.mem_erase.mp hk
refine smul_mem _ _ (subset_span ⟨k, ?_, rfl⟩)
simp_all only [Set.mem_univ, Set.mem_diff, Set.mem_singleton_iff, and_self, not_false_eq_true]
-- To show `b i` is a weighted sum of the other `b j`s, we'll rewrite this sum
-- to have the form of the assumption `dependent`.
apply eq_neg_of_add_eq_zero_left
calc
(b i + (g i)⁻¹ • (s.erase i).sum fun j => g j • b j) =
(g i)⁻¹ • (g i • b i + (s.erase i).sum fun j => g j • b j) := by
rw [smul_add, ← mul_smul, inv_mul_cancel gx_ne_zero, one_smul]
_ = (g i)⁻¹ • (0 : V) := congr_arg _ ?_
_ = 0 := smul_zero _
-- And then it's just a bit of manipulation with finite sums.
rwa [← Finset.insert_erase i_mem_s, Finset.sum_insert (Finset.not_mem_erase _ _)] at dependent
#align linear_independent_of_top_le_span_of_card_eq_finrank linearIndependent_of_top_le_span_of_card_eq_finrank
theorem linearIndependent_iff_card_eq_finrank_span {ι : Type*} [Fintype ι] {b : ι → V} :
LinearIndependent K b ↔ Fintype.card ι = (Set.range b).finrank K := by
constructor
· intro h
exact (finrank_span_eq_card h).symm
· intro hc
let f := Submodule.subtype (span K (Set.range b))
let b' : ι → span K (Set.range b) := fun i =>
⟨b i, mem_span.2 fun p hp => hp (Set.mem_range_self _)⟩
have hs : ⊤ ≤ span K (Set.range b') := by
intro x
have h : span K (f '' Set.range b') = map f (span K (Set.range b')) := span_image f
have hf : f '' Set.range b' = Set.range b := by
ext x
simp [f, Set.mem_image, Set.mem_range]
rw [hf] at h
have hx : (x : V) ∈ span K (Set.range b) := x.property
conv at hx =>
arg 2
rw [h]
simpa [f, mem_map] using hx
have hi : LinearMap.ker f = ⊥ := ker_subtype _
convert (linearIndependent_of_top_le_span_of_card_eq_finrank hs hc).map' _ hi
#align linear_independent_iff_card_eq_finrank_span linearIndependent_iff_card_eq_finrank_span
| Mathlib/LinearAlgebra/Dimension/DivisionRing.lean | 196 | 198 | theorem linearIndependent_iff_card_le_finrank_span {ι : Type*} [Fintype ι] {b : ι → V} :
LinearIndependent K b ↔ Fintype.card ι ≤ (Set.range b).finrank K := by |
rw [linearIndependent_iff_card_eq_finrank_span, (finrank_range_le_card _).le_iff_eq]
| 1,694 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.SetTheory.Cardinal.Subfield
import Mathlib.LinearAlgebra.Dimension.RankNullity
#align_import linear_algebra.dimension from "leanprover-community/mathlib"@"47a5f8186becdbc826190ced4312f8199f9db6a5"
noncomputable section
universe u₀ u v v' v'' u₁' w w'
variable {K R : Type u} {V V₁ V₂ V₃ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
variable {ι : Type w} {ι' : Type w'} {η : Type u₁'} {φ : η → Type*}
open Cardinal Basis Submodule Function Set
section Module
section Cardinal
variable (K)
variable [DivisionRing K]
| Mathlib/LinearAlgebra/Dimension/DivisionRing.lean | 239 | 283 | theorem max_aleph0_card_le_rank_fun_nat : max ℵ₀ #K ≤ Module.rank K (ℕ → K) := by |
have aleph0_le : ℵ₀ ≤ Module.rank K (ℕ → K) := (rank_finsupp_self K ℕ).symm.trans_le
(Finsupp.lcoeFun.rank_le_of_injective <| by exact DFunLike.coe_injective)
refine max_le aleph0_le ?_
obtain card_K | card_K := le_or_lt #K ℵ₀
· exact card_K.trans aleph0_le
by_contra!
obtain ⟨⟨ιK, bK⟩⟩ := Module.Free.exists_basis (R := K) (M := ℕ → K)
let L := Subfield.closure (Set.range (fun i : ιK × ℕ ↦ bK i.1 i.2))
have hLK : #L < #K := by
refine (Subfield.cardinal_mk_closure_le_max _).trans_lt
(max_lt_iff.mpr ⟨mk_range_le.trans_lt ?_, card_K⟩)
rwa [mk_prod, ← aleph0, lift_uzero, bK.mk_eq_rank'', mul_aleph0_eq aleph0_le]
letI := Module.compHom K (RingHom.op L.subtype)
obtain ⟨⟨ιL, bL⟩⟩ := Module.Free.exists_basis (R := Lᵐᵒᵖ) (M := K)
have card_ιL : ℵ₀ ≤ #ιL := by
contrapose! hLK
haveI := @Fintype.ofFinite _ (lt_aleph0_iff_finite.mp hLK)
rw [bL.repr.toEquiv.cardinal_eq, mk_finsupp_of_fintype,
← MulOpposite.opEquiv.cardinal_eq] at card_K ⊢
apply power_nat_le
contrapose! card_K
exact (power_lt_aleph0 card_K <| nat_lt_aleph0 _).le
obtain ⟨e⟩ := lift_mk_le'.mp (card_ιL.trans_eq (lift_uzero #ιL).symm)
have rep_e := bK.total_repr (bL ∘ e)
rw [Finsupp.total_apply, Finsupp.sum] at rep_e
set c := bK.repr (bL ∘ e)
set s := c.support
let f i (j : s) : L := ⟨bK j i, Subfield.subset_closure ⟨(j, i), rfl⟩⟩
have : ¬LinearIndependent Lᵐᵒᵖ f := fun h ↦ by
have := h.cardinal_lift_le_rank
rw [lift_uzero, (LinearEquiv.piCongrRight fun _ ↦ MulOpposite.opLinearEquiv Lᵐᵒᵖ).rank_eq,
rank_fun'] at this
exact (nat_lt_aleph0 _).not_le this
obtain ⟨t, g, eq0, i, hi, hgi⟩ := not_linearIndependent_iff.mp this
refine hgi (linearIndependent_iff'.mp (bL.linearIndependent.comp e e.injective) t g ?_ i hi)
clear_value c s
simp_rw [← rep_e, Finset.sum_apply, Pi.smul_apply, Finset.smul_sum]
rw [Finset.sum_comm]
refine Finset.sum_eq_zero fun i hi ↦ ?_
replace eq0 := congr_arg L.subtype (congr_fun eq0 ⟨i, hi⟩)
rw [Finset.sum_apply, map_sum] at eq0
have : SMulCommClass Lᵐᵒᵖ K K := ⟨fun _ _ _ ↦ mul_assoc _ _ _⟩
simp_rw [smul_comm _ (c i), ← Finset.smul_sum]
erw [eq0, smul_zero]
| 1,694 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.SetTheory.Cardinal.Subfield
import Mathlib.LinearAlgebra.Dimension.RankNullity
#align_import linear_algebra.dimension from "leanprover-community/mathlib"@"47a5f8186becdbc826190ced4312f8199f9db6a5"
noncomputable section
universe u₀ u v v' v'' u₁' w w'
variable {K R : Type u} {V V₁ V₂ V₃ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
variable {ι : Type w} {ι' : Type w'} {η : Type u₁'} {φ : η → Type*}
open Cardinal Basis Submodule Function Set
section Module
section Cardinal
variable (K)
variable [DivisionRing K]
theorem max_aleph0_card_le_rank_fun_nat : max ℵ₀ #K ≤ Module.rank K (ℕ → K) := by
have aleph0_le : ℵ₀ ≤ Module.rank K (ℕ → K) := (rank_finsupp_self K ℕ).symm.trans_le
(Finsupp.lcoeFun.rank_le_of_injective <| by exact DFunLike.coe_injective)
refine max_le aleph0_le ?_
obtain card_K | card_K := le_or_lt #K ℵ₀
· exact card_K.trans aleph0_le
by_contra!
obtain ⟨⟨ιK, bK⟩⟩ := Module.Free.exists_basis (R := K) (M := ℕ → K)
let L := Subfield.closure (Set.range (fun i : ιK × ℕ ↦ bK i.1 i.2))
have hLK : #L < #K := by
refine (Subfield.cardinal_mk_closure_le_max _).trans_lt
(max_lt_iff.mpr ⟨mk_range_le.trans_lt ?_, card_K⟩)
rwa [mk_prod, ← aleph0, lift_uzero, bK.mk_eq_rank'', mul_aleph0_eq aleph0_le]
letI := Module.compHom K (RingHom.op L.subtype)
obtain ⟨⟨ιL, bL⟩⟩ := Module.Free.exists_basis (R := Lᵐᵒᵖ) (M := K)
have card_ιL : ℵ₀ ≤ #ιL := by
contrapose! hLK
haveI := @Fintype.ofFinite _ (lt_aleph0_iff_finite.mp hLK)
rw [bL.repr.toEquiv.cardinal_eq, mk_finsupp_of_fintype,
← MulOpposite.opEquiv.cardinal_eq] at card_K ⊢
apply power_nat_le
contrapose! card_K
exact (power_lt_aleph0 card_K <| nat_lt_aleph0 _).le
obtain ⟨e⟩ := lift_mk_le'.mp (card_ιL.trans_eq (lift_uzero #ιL).symm)
have rep_e := bK.total_repr (bL ∘ e)
rw [Finsupp.total_apply, Finsupp.sum] at rep_e
set c := bK.repr (bL ∘ e)
set s := c.support
let f i (j : s) : L := ⟨bK j i, Subfield.subset_closure ⟨(j, i), rfl⟩⟩
have : ¬LinearIndependent Lᵐᵒᵖ f := fun h ↦ by
have := h.cardinal_lift_le_rank
rw [lift_uzero, (LinearEquiv.piCongrRight fun _ ↦ MulOpposite.opLinearEquiv Lᵐᵒᵖ).rank_eq,
rank_fun'] at this
exact (nat_lt_aleph0 _).not_le this
obtain ⟨t, g, eq0, i, hi, hgi⟩ := not_linearIndependent_iff.mp this
refine hgi (linearIndependent_iff'.mp (bL.linearIndependent.comp e e.injective) t g ?_ i hi)
clear_value c s
simp_rw [← rep_e, Finset.sum_apply, Pi.smul_apply, Finset.smul_sum]
rw [Finset.sum_comm]
refine Finset.sum_eq_zero fun i hi ↦ ?_
replace eq0 := congr_arg L.subtype (congr_fun eq0 ⟨i, hi⟩)
rw [Finset.sum_apply, map_sum] at eq0
have : SMulCommClass Lᵐᵒᵖ K K := ⟨fun _ _ _ ↦ mul_assoc _ _ _⟩
simp_rw [smul_comm _ (c i), ← Finset.smul_sum]
erw [eq0, smul_zero]
variable {K}
open Function in
| Mathlib/LinearAlgebra/Dimension/DivisionRing.lean | 288 | 300 | theorem rank_fun_infinite {ι : Type v} [hι : Infinite ι] : Module.rank K (ι → K) = #(ι → K) := by |
obtain ⟨⟨ιK, bK⟩⟩ := Module.Free.exists_basis (R := K) (M := ι → K)
obtain ⟨e⟩ := lift_mk_le'.mp ((aleph0_le_mk_iff.mpr hι).trans_eq (lift_uzero #ι).symm)
have := LinearMap.lift_rank_le_of_injective _ <|
LinearMap.funLeft_injective_of_surjective K K _ (invFun_surjective e.injective)
rw [lift_umax.{u,v}, lift_id'.{u,v}] at this
have key := (lift_le.{v}.mpr <| max_aleph0_card_le_rank_fun_nat K).trans this
rw [lift_max, lift_aleph0, max_le_iff] at key
haveI : Infinite ιK := by
rw [← aleph0_le_mk_iff, bK.mk_eq_rank'']; exact key.1
rw [bK.repr.toEquiv.cardinal_eq, mk_finsupp_lift_of_infinite,
lift_umax.{u,v}, lift_id'.{u,v}, bK.mk_eq_rank'', eq_comm, max_eq_left]
exact key.2
| 1,694 |
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.SetTheory.Cardinal.Subfield
import Mathlib.LinearAlgebra.Dimension.RankNullity
#align_import linear_algebra.dimension from "leanprover-community/mathlib"@"47a5f8186becdbc826190ced4312f8199f9db6a5"
noncomputable section
universe u₀ u v v' v'' u₁' w w'
variable {K R : Type u} {V V₁ V₂ V₃ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
variable {ι : Type w} {ι' : Type w'} {η : Type u₁'} {φ : η → Type*}
open Cardinal Basis Submodule Function Set
section Module
section Cardinal
variable (K)
variable [DivisionRing K]
theorem max_aleph0_card_le_rank_fun_nat : max ℵ₀ #K ≤ Module.rank K (ℕ → K) := by
have aleph0_le : ℵ₀ ≤ Module.rank K (ℕ → K) := (rank_finsupp_self K ℕ).symm.trans_le
(Finsupp.lcoeFun.rank_le_of_injective <| by exact DFunLike.coe_injective)
refine max_le aleph0_le ?_
obtain card_K | card_K := le_or_lt #K ℵ₀
· exact card_K.trans aleph0_le
by_contra!
obtain ⟨⟨ιK, bK⟩⟩ := Module.Free.exists_basis (R := K) (M := ℕ → K)
let L := Subfield.closure (Set.range (fun i : ιK × ℕ ↦ bK i.1 i.2))
have hLK : #L < #K := by
refine (Subfield.cardinal_mk_closure_le_max _).trans_lt
(max_lt_iff.mpr ⟨mk_range_le.trans_lt ?_, card_K⟩)
rwa [mk_prod, ← aleph0, lift_uzero, bK.mk_eq_rank'', mul_aleph0_eq aleph0_le]
letI := Module.compHom K (RingHom.op L.subtype)
obtain ⟨⟨ιL, bL⟩⟩ := Module.Free.exists_basis (R := Lᵐᵒᵖ) (M := K)
have card_ιL : ℵ₀ ≤ #ιL := by
contrapose! hLK
haveI := @Fintype.ofFinite _ (lt_aleph0_iff_finite.mp hLK)
rw [bL.repr.toEquiv.cardinal_eq, mk_finsupp_of_fintype,
← MulOpposite.opEquiv.cardinal_eq] at card_K ⊢
apply power_nat_le
contrapose! card_K
exact (power_lt_aleph0 card_K <| nat_lt_aleph0 _).le
obtain ⟨e⟩ := lift_mk_le'.mp (card_ιL.trans_eq (lift_uzero #ιL).symm)
have rep_e := bK.total_repr (bL ∘ e)
rw [Finsupp.total_apply, Finsupp.sum] at rep_e
set c := bK.repr (bL ∘ e)
set s := c.support
let f i (j : s) : L := ⟨bK j i, Subfield.subset_closure ⟨(j, i), rfl⟩⟩
have : ¬LinearIndependent Lᵐᵒᵖ f := fun h ↦ by
have := h.cardinal_lift_le_rank
rw [lift_uzero, (LinearEquiv.piCongrRight fun _ ↦ MulOpposite.opLinearEquiv Lᵐᵒᵖ).rank_eq,
rank_fun'] at this
exact (nat_lt_aleph0 _).not_le this
obtain ⟨t, g, eq0, i, hi, hgi⟩ := not_linearIndependent_iff.mp this
refine hgi (linearIndependent_iff'.mp (bL.linearIndependent.comp e e.injective) t g ?_ i hi)
clear_value c s
simp_rw [← rep_e, Finset.sum_apply, Pi.smul_apply, Finset.smul_sum]
rw [Finset.sum_comm]
refine Finset.sum_eq_zero fun i hi ↦ ?_
replace eq0 := congr_arg L.subtype (congr_fun eq0 ⟨i, hi⟩)
rw [Finset.sum_apply, map_sum] at eq0
have : SMulCommClass Lᵐᵒᵖ K K := ⟨fun _ _ _ ↦ mul_assoc _ _ _⟩
simp_rw [smul_comm _ (c i), ← Finset.smul_sum]
erw [eq0, smul_zero]
variable {K}
open Function in
theorem rank_fun_infinite {ι : Type v} [hι : Infinite ι] : Module.rank K (ι → K) = #(ι → K) := by
obtain ⟨⟨ιK, bK⟩⟩ := Module.Free.exists_basis (R := K) (M := ι → K)
obtain ⟨e⟩ := lift_mk_le'.mp ((aleph0_le_mk_iff.mpr hι).trans_eq (lift_uzero #ι).symm)
have := LinearMap.lift_rank_le_of_injective _ <|
LinearMap.funLeft_injective_of_surjective K K _ (invFun_surjective e.injective)
rw [lift_umax.{u,v}, lift_id'.{u,v}] at this
have key := (lift_le.{v}.mpr <| max_aleph0_card_le_rank_fun_nat K).trans this
rw [lift_max, lift_aleph0, max_le_iff] at key
haveI : Infinite ιK := by
rw [← aleph0_le_mk_iff, bK.mk_eq_rank'']; exact key.1
rw [bK.repr.toEquiv.cardinal_eq, mk_finsupp_lift_of_infinite,
lift_umax.{u,v}, lift_id'.{u,v}, bK.mk_eq_rank'', eq_comm, max_eq_left]
exact key.2
| Mathlib/LinearAlgebra/Dimension/DivisionRing.lean | 304 | 311 | theorem rank_dual_eq_card_dual_of_aleph0_le_rank' {V : Type*} [AddCommGroup V] [Module K V]
(h : ℵ₀ ≤ Module.rank K V) : Module.rank Kᵐᵒᵖ (V →ₗ[K] K) = #(V →ₗ[K] K) := by |
obtain ⟨⟨ι, b⟩⟩ := Module.Free.exists_basis (R := K) (M := V)
rw [← b.mk_eq_rank'', aleph0_le_mk_iff] at h
have e := (b.constr Kᵐᵒᵖ (M' := K)).symm.trans
(LinearEquiv.piCongrRight fun _ ↦ MulOpposite.opLinearEquiv Kᵐᵒᵖ)
rw [e.rank_eq, e.toEquiv.cardinal_eq]
apply rank_fun_infinite
| 1,694 |
import Mathlib.FieldTheory.Finiteness
import Mathlib.LinearAlgebra.Dimension.FreeAndStrongRankCondition
import Mathlib.LinearAlgebra.Dimension.DivisionRing
#align_import linear_algebra.finite_dimensional from "leanprover-community/mathlib"@"e95e4f92c8f8da3c7f693c3ec948bcf9b6683f51"
universe u v v' w
open Cardinal Submodule Module Function
abbrev FiniteDimensional (K V : Type*) [DivisionRing K] [AddCommGroup V] [Module K V] :=
Module.Finite K V
#align finite_dimensional FiniteDimensional
variable {K : Type u} {V : Type v}
namespace FiniteDimensional
open IsNoetherian
section DivisionRing
variable [DivisionRing K] [AddCommGroup V] [Module K V] {V₂ : Type v'} [AddCommGroup V₂]
[Module K V₂]
theorem of_injective (f : V →ₗ[K] V₂) (w : Function.Injective f) [FiniteDimensional K V₂] :
FiniteDimensional K V :=
have : IsNoetherian K V₂ := IsNoetherian.iff_fg.mpr ‹_›
Module.Finite.of_injective f w
#align finite_dimensional.of_injective FiniteDimensional.of_injective
theorem of_surjective (f : V →ₗ[K] V₂) (w : Function.Surjective f) [FiniteDimensional K V] :
FiniteDimensional K V₂ :=
Module.Finite.of_surjective f w
#align finite_dimensional.of_surjective FiniteDimensional.of_surjective
variable (K V)
instance finiteDimensional_pi {ι : Type*} [Finite ι] : FiniteDimensional K (ι → K) :=
Finite.pi
#align finite_dimensional.finite_dimensional_pi FiniteDimensional.finiteDimensional_pi
instance finiteDimensional_pi' {ι : Type*} [Finite ι] (M : ι → Type*) [∀ i, AddCommGroup (M i)]
[∀ i, Module K (M i)] [∀ i, FiniteDimensional K (M i)] : FiniteDimensional K (∀ i, M i) :=
Finite.pi
#align finite_dimensional.finite_dimensional_pi' FiniteDimensional.finiteDimensional_pi'
noncomputable def fintypeOfFintype [Fintype K] [FiniteDimensional K V] : Fintype V :=
Module.fintypeOfFintype (@finsetBasis K V _ _ _ (iff_fg.2 inferInstance))
#align finite_dimensional.fintype_of_fintype FiniteDimensional.fintypeOfFintype
| Mathlib/LinearAlgebra/FiniteDimensional.lean | 123 | 126 | theorem finite_of_finite [Finite K] [FiniteDimensional K V] : Finite V := by |
cases nonempty_fintype K
haveI := fintypeOfFintype K V
infer_instance
| 1,695 |
import Mathlib.LinearAlgebra.FiniteDimensional
#align_import linear_algebra.projective_space.basic from "leanprover-community/mathlib"@"c4658a649d216f57e99621708b09dcb3dcccbd23"
variable (K V : Type*) [DivisionRing K] [AddCommGroup V] [Module K V]
def projectivizationSetoid : Setoid { v : V // v ≠ 0 } :=
(MulAction.orbitRel Kˣ V).comap (↑)
#align projectivization_setoid projectivizationSetoid
def Projectivization := Quotient (projectivizationSetoid K V)
#align projectivization Projectivization
scoped[LinearAlgebra.Projectivization] notation "ℙ" => Projectivization
namespace Projectivization
open scoped LinearAlgebra.Projectivization
variable {V}
def mk (v : V) (hv : v ≠ 0) : ℙ K V :=
Quotient.mk'' ⟨v, hv⟩
#align projectivization.mk Projectivization.mk
def mk' (v : { v : V // v ≠ 0 }) : ℙ K V :=
Quotient.mk'' v
#align projectivization.mk' Projectivization.mk'
@[simp]
theorem mk'_eq_mk (v : { v : V // v ≠ 0 }) : mk' K v = mk K ↑v v.2 := rfl
#align projectivization.mk'_eq_mk Projectivization.mk'_eq_mk
instance [Nontrivial V] : Nonempty (ℙ K V) :=
let ⟨v, hv⟩ := exists_ne (0 : V)
⟨mk K v hv⟩
variable {K}
protected noncomputable def rep (v : ℙ K V) : V :=
v.out'
#align projectivization.rep Projectivization.rep
theorem rep_nonzero (v : ℙ K V) : v.rep ≠ 0 :=
v.out'.2
#align projectivization.rep_nonzero Projectivization.rep_nonzero
@[simp]
theorem mk_rep (v : ℙ K V) : mk K v.rep v.rep_nonzero = v := Quotient.out_eq' _
#align projectivization.mk_rep Projectivization.mk_rep
open FiniteDimensional
protected def submodule (v : ℙ K V) : Submodule K V :=
(Quotient.liftOn' v fun v => K ∙ (v : V)) <| by
rintro ⟨a, ha⟩ ⟨b, hb⟩ ⟨x, rfl : x • b = a⟩
exact Submodule.span_singleton_group_smul_eq _ x _
#align projectivization.submodule Projectivization.submodule
variable (K)
theorem mk_eq_mk_iff (v w : V) (hv : v ≠ 0) (hw : w ≠ 0) :
mk K v hv = mk K w hw ↔ ∃ a : Kˣ, a • w = v :=
Quotient.eq''
#align projectivization.mk_eq_mk_iff Projectivization.mk_eq_mk_iff
| Mathlib/LinearAlgebra/Projectivization/Basic.lean | 108 | 116 | theorem mk_eq_mk_iff' (v w : V) (hv : v ≠ 0) (hw : w ≠ 0) :
mk K v hv = mk K w hw ↔ ∃ a : K, a • w = v := by |
rw [mk_eq_mk_iff K v w hv hw]
constructor
· rintro ⟨a, ha⟩
exact ⟨a, ha⟩
· rintro ⟨a, ha⟩
refine ⟨Units.mk0 a fun c => hv.symm ?_, ha⟩
rwa [c, zero_smul] at ha
| 1,696 |
import Mathlib.LinearAlgebra.FiniteDimensional
#align_import linear_algebra.projective_space.basic from "leanprover-community/mathlib"@"c4658a649d216f57e99621708b09dcb3dcccbd23"
variable (K V : Type*) [DivisionRing K] [AddCommGroup V] [Module K V]
def projectivizationSetoid : Setoid { v : V // v ≠ 0 } :=
(MulAction.orbitRel Kˣ V).comap (↑)
#align projectivization_setoid projectivizationSetoid
def Projectivization := Quotient (projectivizationSetoid K V)
#align projectivization Projectivization
scoped[LinearAlgebra.Projectivization] notation "ℙ" => Projectivization
namespace Projectivization
open scoped LinearAlgebra.Projectivization
variable {V}
def mk (v : V) (hv : v ≠ 0) : ℙ K V :=
Quotient.mk'' ⟨v, hv⟩
#align projectivization.mk Projectivization.mk
def mk' (v : { v : V // v ≠ 0 }) : ℙ K V :=
Quotient.mk'' v
#align projectivization.mk' Projectivization.mk'
@[simp]
theorem mk'_eq_mk (v : { v : V // v ≠ 0 }) : mk' K v = mk K ↑v v.2 := rfl
#align projectivization.mk'_eq_mk Projectivization.mk'_eq_mk
instance [Nontrivial V] : Nonempty (ℙ K V) :=
let ⟨v, hv⟩ := exists_ne (0 : V)
⟨mk K v hv⟩
variable {K}
protected noncomputable def rep (v : ℙ K V) : V :=
v.out'
#align projectivization.rep Projectivization.rep
theorem rep_nonzero (v : ℙ K V) : v.rep ≠ 0 :=
v.out'.2
#align projectivization.rep_nonzero Projectivization.rep_nonzero
@[simp]
theorem mk_rep (v : ℙ K V) : mk K v.rep v.rep_nonzero = v := Quotient.out_eq' _
#align projectivization.mk_rep Projectivization.mk_rep
open FiniteDimensional
protected def submodule (v : ℙ K V) : Submodule K V :=
(Quotient.liftOn' v fun v => K ∙ (v : V)) <| by
rintro ⟨a, ha⟩ ⟨b, hb⟩ ⟨x, rfl : x • b = a⟩
exact Submodule.span_singleton_group_smul_eq _ x _
#align projectivization.submodule Projectivization.submodule
variable (K)
theorem mk_eq_mk_iff (v w : V) (hv : v ≠ 0) (hw : w ≠ 0) :
mk K v hv = mk K w hw ↔ ∃ a : Kˣ, a • w = v :=
Quotient.eq''
#align projectivization.mk_eq_mk_iff Projectivization.mk_eq_mk_iff
theorem mk_eq_mk_iff' (v w : V) (hv : v ≠ 0) (hw : w ≠ 0) :
mk K v hv = mk K w hw ↔ ∃ a : K, a • w = v := by
rw [mk_eq_mk_iff K v w hv hw]
constructor
· rintro ⟨a, ha⟩
exact ⟨a, ha⟩
· rintro ⟨a, ha⟩
refine ⟨Units.mk0 a fun c => hv.symm ?_, ha⟩
rwa [c, zero_smul] at ha
#align projectivization.mk_eq_mk_iff' Projectivization.mk_eq_mk_iff'
theorem exists_smul_eq_mk_rep (v : V) (hv : v ≠ 0) : ∃ a : Kˣ, a • v = (mk K v hv).rep :=
(mk_eq_mk_iff K _ _ (rep_nonzero _) hv).1 (mk_rep _)
#align projectivization.exists_smul_eq_mk_rep Projectivization.exists_smul_eq_mk_rep
variable {K}
@[elab_as_elim]
theorem ind {P : ℙ K V → Prop} (h : ∀ (v : V) (h : v ≠ 0), P (mk K v h)) : ∀ p, P p :=
Quotient.ind' <| Subtype.rec <| h
#align projectivization.ind Projectivization.ind
@[simp]
theorem submodule_mk (v : V) (hv : v ≠ 0) : (mk K v hv).submodule = K ∙ v :=
rfl
#align projectivization.submodule_mk Projectivization.submodule_mk
| Mathlib/LinearAlgebra/Projectivization/Basic.lean | 137 | 139 | theorem submodule_eq (v : ℙ K V) : v.submodule = K ∙ v.rep := by |
conv_lhs => rw [← v.mk_rep]
rfl
| 1,696 |
import Mathlib.LinearAlgebra.FiniteDimensional
#align_import linear_algebra.projective_space.basic from "leanprover-community/mathlib"@"c4658a649d216f57e99621708b09dcb3dcccbd23"
variable (K V : Type*) [DivisionRing K] [AddCommGroup V] [Module K V]
def projectivizationSetoid : Setoid { v : V // v ≠ 0 } :=
(MulAction.orbitRel Kˣ V).comap (↑)
#align projectivization_setoid projectivizationSetoid
def Projectivization := Quotient (projectivizationSetoid K V)
#align projectivization Projectivization
scoped[LinearAlgebra.Projectivization] notation "ℙ" => Projectivization
namespace Projectivization
open scoped LinearAlgebra.Projectivization
variable {V}
def mk (v : V) (hv : v ≠ 0) : ℙ K V :=
Quotient.mk'' ⟨v, hv⟩
#align projectivization.mk Projectivization.mk
def mk' (v : { v : V // v ≠ 0 }) : ℙ K V :=
Quotient.mk'' v
#align projectivization.mk' Projectivization.mk'
@[simp]
theorem mk'_eq_mk (v : { v : V // v ≠ 0 }) : mk' K v = mk K ↑v v.2 := rfl
#align projectivization.mk'_eq_mk Projectivization.mk'_eq_mk
instance [Nontrivial V] : Nonempty (ℙ K V) :=
let ⟨v, hv⟩ := exists_ne (0 : V)
⟨mk K v hv⟩
variable {K}
protected noncomputable def rep (v : ℙ K V) : V :=
v.out'
#align projectivization.rep Projectivization.rep
theorem rep_nonzero (v : ℙ K V) : v.rep ≠ 0 :=
v.out'.2
#align projectivization.rep_nonzero Projectivization.rep_nonzero
@[simp]
theorem mk_rep (v : ℙ K V) : mk K v.rep v.rep_nonzero = v := Quotient.out_eq' _
#align projectivization.mk_rep Projectivization.mk_rep
open FiniteDimensional
protected def submodule (v : ℙ K V) : Submodule K V :=
(Quotient.liftOn' v fun v => K ∙ (v : V)) <| by
rintro ⟨a, ha⟩ ⟨b, hb⟩ ⟨x, rfl : x • b = a⟩
exact Submodule.span_singleton_group_smul_eq _ x _
#align projectivization.submodule Projectivization.submodule
variable (K)
theorem mk_eq_mk_iff (v w : V) (hv : v ≠ 0) (hw : w ≠ 0) :
mk K v hv = mk K w hw ↔ ∃ a : Kˣ, a • w = v :=
Quotient.eq''
#align projectivization.mk_eq_mk_iff Projectivization.mk_eq_mk_iff
theorem mk_eq_mk_iff' (v w : V) (hv : v ≠ 0) (hw : w ≠ 0) :
mk K v hv = mk K w hw ↔ ∃ a : K, a • w = v := by
rw [mk_eq_mk_iff K v w hv hw]
constructor
· rintro ⟨a, ha⟩
exact ⟨a, ha⟩
· rintro ⟨a, ha⟩
refine ⟨Units.mk0 a fun c => hv.symm ?_, ha⟩
rwa [c, zero_smul] at ha
#align projectivization.mk_eq_mk_iff' Projectivization.mk_eq_mk_iff'
theorem exists_smul_eq_mk_rep (v : V) (hv : v ≠ 0) : ∃ a : Kˣ, a • v = (mk K v hv).rep :=
(mk_eq_mk_iff K _ _ (rep_nonzero _) hv).1 (mk_rep _)
#align projectivization.exists_smul_eq_mk_rep Projectivization.exists_smul_eq_mk_rep
variable {K}
@[elab_as_elim]
theorem ind {P : ℙ K V → Prop} (h : ∀ (v : V) (h : v ≠ 0), P (mk K v h)) : ∀ p, P p :=
Quotient.ind' <| Subtype.rec <| h
#align projectivization.ind Projectivization.ind
@[simp]
theorem submodule_mk (v : V) (hv : v ≠ 0) : (mk K v hv).submodule = K ∙ v :=
rfl
#align projectivization.submodule_mk Projectivization.submodule_mk
theorem submodule_eq (v : ℙ K V) : v.submodule = K ∙ v.rep := by
conv_lhs => rw [← v.mk_rep]
rfl
#align projectivization.submodule_eq Projectivization.submodule_eq
| Mathlib/LinearAlgebra/Projectivization/Basic.lean | 142 | 144 | theorem finrank_submodule (v : ℙ K V) : finrank K v.submodule = 1 := by |
rw [submodule_eq]
exact finrank_span_singleton v.rep_nonzero
| 1,696 |
import Mathlib.LinearAlgebra.Projectivization.Basic
#align_import linear_algebra.projective_space.subspace from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a"
variable (K V : Type*) [Field K] [AddCommGroup V] [Module K V]
namespace Projectivization
open scoped LinearAlgebra.Projectivization
@[ext]
structure Subspace where
carrier : Set (ℙ K V)
mem_add' (v w : V) (hv : v ≠ 0) (hw : w ≠ 0) (hvw : v + w ≠ 0) :
mk K v hv ∈ carrier → mk K w hw ∈ carrier → mk K (v + w) hvw ∈ carrier
#align projectivization.subspace Projectivization.Subspace
namespace Subspace
variable {K V}
instance : SetLike (Subspace K V) (ℙ K V) where
coe := carrier
coe_injective' A B := by
cases A
cases B
simp
@[simp]
theorem mem_carrier_iff (A : Subspace K V) (x : ℙ K V) : x ∈ A.carrier ↔ x ∈ A :=
Iff.refl _
#align projectivization.subspace.mem_carrier_iff Projectivization.Subspace.mem_carrier_iff
theorem mem_add (T : Subspace K V) (v w : V) (hv : v ≠ 0) (hw : w ≠ 0) (hvw : v + w ≠ 0) :
Projectivization.mk K v hv ∈ T →
Projectivization.mk K w hw ∈ T → Projectivization.mk K (v + w) hvw ∈ T :=
T.mem_add' v w hv hw hvw
#align projectivization.subspace.mem_add Projectivization.Subspace.mem_add
inductive spanCarrier (S : Set (ℙ K V)) : Set (ℙ K V)
| of (x : ℙ K V) (hx : x ∈ S) : spanCarrier S x
| mem_add (v w : V) (hv : v ≠ 0) (hw : w ≠ 0) (hvw : v + w ≠ 0) :
spanCarrier S (Projectivization.mk K v hv) →
spanCarrier S (Projectivization.mk K w hw) → spanCarrier S (Projectivization.mk K (v + w) hvw)
#align projectivization.subspace.span_carrier Projectivization.Subspace.spanCarrier
def span (S : Set (ℙ K V)) : Subspace K V where
carrier := spanCarrier S
mem_add' v w hv hw hvw := spanCarrier.mem_add v w hv hw hvw
#align projectivization.subspace.span Projectivization.Subspace.span
theorem subset_span (S : Set (ℙ K V)) : S ⊆ span S := fun _x hx => spanCarrier.of _ hx
#align projectivization.subspace.subset_span Projectivization.Subspace.subset_span
def gi : GaloisInsertion (span : Set (ℙ K V) → Subspace K V) SetLike.coe where
choice S _hS := span S
gc A B :=
⟨fun h => le_trans (subset_span _) h, by
intro h x hx
induction' hx with y hy
· apply h
assumption
· apply B.mem_add
assumption'⟩
le_l_u S := subset_span _
choice_eq _ _ := rfl
#align projectivization.subspace.gi Projectivization.Subspace.gi
@[simp]
theorem span_coe (W : Subspace K V) : span ↑W = W :=
GaloisInsertion.l_u_eq gi W
#align projectivization.subspace.span_coe Projectivization.Subspace.span_coe
instance instInf : Inf (Subspace K V) :=
⟨fun A B =>
⟨A ⊓ B, fun _v _w hv hw _hvw h1 h2 =>
⟨A.mem_add _ _ hv hw _ h1.1 h2.1, B.mem_add _ _ hv hw _ h1.2 h2.2⟩⟩⟩
#align projectivization.subspace.has_inf Projectivization.Subspace.instInf
-- Porting note: delete the name of this instance since it causes problem since hasInf is already
-- defined above
instance instInfSet : InfSet (Subspace K V) :=
⟨fun A =>
⟨sInf (SetLike.coe '' A), fun v w hv hw hvw h1 h2 t => by
rintro ⟨s, hs, rfl⟩
exact s.mem_add v w hv hw _ (h1 s ⟨s, hs, rfl⟩) (h2 s ⟨s, hs, rfl⟩)⟩⟩
#align projectivization.subspace.has_Inf Projectivization.Subspace.instInfSet
instance : CompleteLattice (Subspace K V) :=
{ __ := completeLatticeOfInf (Subspace K V)
(by
refine fun s => ⟨fun a ha x hx => hx _ ⟨a, ha, rfl⟩, fun a ha x hx E => ?_⟩
rintro ⟨E, hE, rfl⟩
exact ha hE hx)
inf_le_left := fun A B _ hx => (@inf_le_left _ _ A B) hx
inf_le_right := fun A B _ hx => (@inf_le_right _ _ A B) hx
le_inf := fun A B _ h1 h2 _ hx => (le_inf h1 h2) hx }
instance subspaceInhabited : Inhabited (Subspace K V) where default := ⊤
#align projectivization.subspace.subspace_inhabited Projectivization.Subspace.subspaceInhabited
@[simp]
theorem span_empty : span (∅ : Set (ℙ K V)) = ⊥ := gi.gc.l_bot
#align projectivization.subspace.span_empty Projectivization.Subspace.span_empty
@[simp]
| Mathlib/LinearAlgebra/Projectivization/Subspace.lean | 155 | 158 | theorem span_univ : span (Set.univ : Set (ℙ K V)) = ⊤ := by |
rw [eq_top_iff, SetLike.le_def]
intro x _hx
exact subset_span _ (Set.mem_univ x)
| 1,697 |
import Mathlib.LinearAlgebra.Projectivization.Basic
#align_import linear_algebra.projective_space.independence from "leanprover-community/mathlib"@"1e82f5ec4645f6a92bb9e02fce51e44e3bc3e1fe"
open scoped LinearAlgebra.Projectivization
variable {ι K V : Type*} [DivisionRing K] [AddCommGroup V] [Module K V] {f : ι → ℙ K V}
namespace Projectivization
inductive Independent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (hl : LinearIndependent K f) :
Independent fun i => mk K (f i) (hf i)
#align projectivization.independent Projectivization.Independent
| Mathlib/LinearAlgebra/Projectivization/Independence.lean | 48 | 58 | theorem independent_iff : Independent f ↔ LinearIndependent K (Projectivization.rep ∘ f) := by |
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh⟩
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh.units_smul a
ext i
exact (ha i).symm
· convert Independent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· intro i
apply rep_nonzero
| 1,698 |
import Mathlib.LinearAlgebra.Projectivization.Basic
#align_import linear_algebra.projective_space.independence from "leanprover-community/mathlib"@"1e82f5ec4645f6a92bb9e02fce51e44e3bc3e1fe"
open scoped LinearAlgebra.Projectivization
variable {ι K V : Type*} [DivisionRing K] [AddCommGroup V] [Module K V] {f : ι → ℙ K V}
namespace Projectivization
inductive Independent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (hl : LinearIndependent K f) :
Independent fun i => mk K (f i) (hf i)
#align projectivization.independent Projectivization.Independent
theorem independent_iff : Independent f ↔ LinearIndependent K (Projectivization.rep ∘ f) := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh⟩
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh.units_smul a
ext i
exact (ha i).symm
· convert Independent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· intro i
apply rep_nonzero
#align projectivization.independent_iff Projectivization.independent_iff
| Mathlib/LinearAlgebra/Projectivization/Independence.lean | 63 | 72 | theorem independent_iff_completeLattice_independent :
Independent f ↔ CompleteLattice.Independent fun i => (f i).submodule := by |
refine ⟨?_, fun h => ?_⟩
· rintro ⟨f, hf, hi⟩
simp only [submodule_mk]
exact (CompleteLattice.independent_iff_linearIndependent_of_ne_zero (R := K) hf).mpr hi
· rw [independent_iff]
refine h.linearIndependent (Projectivization.submodule ∘ f) (fun i => ?_) fun i => ?_
· simpa only [Function.comp_apply, submodule_eq] using Submodule.mem_span_singleton_self _
· exact rep_nonzero (f i)
| 1,698 |
import Mathlib.LinearAlgebra.Projectivization.Basic
#align_import linear_algebra.projective_space.independence from "leanprover-community/mathlib"@"1e82f5ec4645f6a92bb9e02fce51e44e3bc3e1fe"
open scoped LinearAlgebra.Projectivization
variable {ι K V : Type*} [DivisionRing K] [AddCommGroup V] [Module K V] {f : ι → ℙ K V}
namespace Projectivization
inductive Independent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (hl : LinearIndependent K f) :
Independent fun i => mk K (f i) (hf i)
#align projectivization.independent Projectivization.Independent
theorem independent_iff : Independent f ↔ LinearIndependent K (Projectivization.rep ∘ f) := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh⟩
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh.units_smul a
ext i
exact (ha i).symm
· convert Independent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· intro i
apply rep_nonzero
#align projectivization.independent_iff Projectivization.independent_iff
theorem independent_iff_completeLattice_independent :
Independent f ↔ CompleteLattice.Independent fun i => (f i).submodule := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨f, hf, hi⟩
simp only [submodule_mk]
exact (CompleteLattice.independent_iff_linearIndependent_of_ne_zero (R := K) hf).mpr hi
· rw [independent_iff]
refine h.linearIndependent (Projectivization.submodule ∘ f) (fun i => ?_) fun i => ?_
· simpa only [Function.comp_apply, submodule_eq] using Submodule.mem_span_singleton_self _
· exact rep_nonzero (f i)
#align projectivization.independent_iff_complete_lattice_independent Projectivization.independent_iff_completeLattice_independent
inductive Dependent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (h : ¬LinearIndependent K f) :
Dependent fun i => mk K (f i) (hf i)
#align projectivization.dependent Projectivization.Dependent
| Mathlib/LinearAlgebra/Projectivization/Independence.lean | 84 | 94 | theorem dependent_iff : Dependent f ↔ ¬LinearIndependent K (Projectivization.rep ∘ f) := by |
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh1⟩
contrapose! hh1
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh1.units_smul a⁻¹
ext i
simp only [← ha, inv_smul_smul, Pi.smul_apply', Pi.inv_apply, Function.comp_apply]
· convert Dependent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· exact fun i => rep_nonzero (f i)
| 1,698 |
import Mathlib.LinearAlgebra.Projectivization.Basic
#align_import linear_algebra.projective_space.independence from "leanprover-community/mathlib"@"1e82f5ec4645f6a92bb9e02fce51e44e3bc3e1fe"
open scoped LinearAlgebra.Projectivization
variable {ι K V : Type*} [DivisionRing K] [AddCommGroup V] [Module K V] {f : ι → ℙ K V}
namespace Projectivization
inductive Independent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (hl : LinearIndependent K f) :
Independent fun i => mk K (f i) (hf i)
#align projectivization.independent Projectivization.Independent
theorem independent_iff : Independent f ↔ LinearIndependent K (Projectivization.rep ∘ f) := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh⟩
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh.units_smul a
ext i
exact (ha i).symm
· convert Independent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· intro i
apply rep_nonzero
#align projectivization.independent_iff Projectivization.independent_iff
theorem independent_iff_completeLattice_independent :
Independent f ↔ CompleteLattice.Independent fun i => (f i).submodule := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨f, hf, hi⟩
simp only [submodule_mk]
exact (CompleteLattice.independent_iff_linearIndependent_of_ne_zero (R := K) hf).mpr hi
· rw [independent_iff]
refine h.linearIndependent (Projectivization.submodule ∘ f) (fun i => ?_) fun i => ?_
· simpa only [Function.comp_apply, submodule_eq] using Submodule.mem_span_singleton_self _
· exact rep_nonzero (f i)
#align projectivization.independent_iff_complete_lattice_independent Projectivization.independent_iff_completeLattice_independent
inductive Dependent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (h : ¬LinearIndependent K f) :
Dependent fun i => mk K (f i) (hf i)
#align projectivization.dependent Projectivization.Dependent
theorem dependent_iff : Dependent f ↔ ¬LinearIndependent K (Projectivization.rep ∘ f) := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh1⟩
contrapose! hh1
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh1.units_smul a⁻¹
ext i
simp only [← ha, inv_smul_smul, Pi.smul_apply', Pi.inv_apply, Function.comp_apply]
· convert Dependent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· exact fun i => rep_nonzero (f i)
#align projectivization.dependent_iff Projectivization.dependent_iff
| Mathlib/LinearAlgebra/Projectivization/Independence.lean | 98 | 99 | theorem dependent_iff_not_independent : Dependent f ↔ ¬Independent f := by |
rw [dependent_iff, independent_iff]
| 1,698 |
import Mathlib.LinearAlgebra.Projectivization.Basic
#align_import linear_algebra.projective_space.independence from "leanprover-community/mathlib"@"1e82f5ec4645f6a92bb9e02fce51e44e3bc3e1fe"
open scoped LinearAlgebra.Projectivization
variable {ι K V : Type*} [DivisionRing K] [AddCommGroup V] [Module K V] {f : ι → ℙ K V}
namespace Projectivization
inductive Independent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (hl : LinearIndependent K f) :
Independent fun i => mk K (f i) (hf i)
#align projectivization.independent Projectivization.Independent
theorem independent_iff : Independent f ↔ LinearIndependent K (Projectivization.rep ∘ f) := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh⟩
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh.units_smul a
ext i
exact (ha i).symm
· convert Independent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· intro i
apply rep_nonzero
#align projectivization.independent_iff Projectivization.independent_iff
theorem independent_iff_completeLattice_independent :
Independent f ↔ CompleteLattice.Independent fun i => (f i).submodule := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨f, hf, hi⟩
simp only [submodule_mk]
exact (CompleteLattice.independent_iff_linearIndependent_of_ne_zero (R := K) hf).mpr hi
· rw [independent_iff]
refine h.linearIndependent (Projectivization.submodule ∘ f) (fun i => ?_) fun i => ?_
· simpa only [Function.comp_apply, submodule_eq] using Submodule.mem_span_singleton_self _
· exact rep_nonzero (f i)
#align projectivization.independent_iff_complete_lattice_independent Projectivization.independent_iff_completeLattice_independent
inductive Dependent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (h : ¬LinearIndependent K f) :
Dependent fun i => mk K (f i) (hf i)
#align projectivization.dependent Projectivization.Dependent
theorem dependent_iff : Dependent f ↔ ¬LinearIndependent K (Projectivization.rep ∘ f) := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh1⟩
contrapose! hh1
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh1.units_smul a⁻¹
ext i
simp only [← ha, inv_smul_smul, Pi.smul_apply', Pi.inv_apply, Function.comp_apply]
· convert Dependent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· exact fun i => rep_nonzero (f i)
#align projectivization.dependent_iff Projectivization.dependent_iff
theorem dependent_iff_not_independent : Dependent f ↔ ¬Independent f := by
rw [dependent_iff, independent_iff]
#align projectivization.dependent_iff_not_independent Projectivization.dependent_iff_not_independent
| Mathlib/LinearAlgebra/Projectivization/Independence.lean | 103 | 104 | theorem independent_iff_not_dependent : Independent f ↔ ¬Dependent f := by |
rw [dependent_iff_not_independent, Classical.not_not]
| 1,698 |
import Mathlib.LinearAlgebra.Projectivization.Basic
#align_import linear_algebra.projective_space.independence from "leanprover-community/mathlib"@"1e82f5ec4645f6a92bb9e02fce51e44e3bc3e1fe"
open scoped LinearAlgebra.Projectivization
variable {ι K V : Type*} [DivisionRing K] [AddCommGroup V] [Module K V] {f : ι → ℙ K V}
namespace Projectivization
inductive Independent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (hl : LinearIndependent K f) :
Independent fun i => mk K (f i) (hf i)
#align projectivization.independent Projectivization.Independent
theorem independent_iff : Independent f ↔ LinearIndependent K (Projectivization.rep ∘ f) := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh⟩
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh.units_smul a
ext i
exact (ha i).symm
· convert Independent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· intro i
apply rep_nonzero
#align projectivization.independent_iff Projectivization.independent_iff
theorem independent_iff_completeLattice_independent :
Independent f ↔ CompleteLattice.Independent fun i => (f i).submodule := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨f, hf, hi⟩
simp only [submodule_mk]
exact (CompleteLattice.independent_iff_linearIndependent_of_ne_zero (R := K) hf).mpr hi
· rw [independent_iff]
refine h.linearIndependent (Projectivization.submodule ∘ f) (fun i => ?_) fun i => ?_
· simpa only [Function.comp_apply, submodule_eq] using Submodule.mem_span_singleton_self _
· exact rep_nonzero (f i)
#align projectivization.independent_iff_complete_lattice_independent Projectivization.independent_iff_completeLattice_independent
inductive Dependent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (h : ¬LinearIndependent K f) :
Dependent fun i => mk K (f i) (hf i)
#align projectivization.dependent Projectivization.Dependent
theorem dependent_iff : Dependent f ↔ ¬LinearIndependent K (Projectivization.rep ∘ f) := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh1⟩
contrapose! hh1
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh1.units_smul a⁻¹
ext i
simp only [← ha, inv_smul_smul, Pi.smul_apply', Pi.inv_apply, Function.comp_apply]
· convert Dependent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· exact fun i => rep_nonzero (f i)
#align projectivization.dependent_iff Projectivization.dependent_iff
theorem dependent_iff_not_independent : Dependent f ↔ ¬Independent f := by
rw [dependent_iff, independent_iff]
#align projectivization.dependent_iff_not_independent Projectivization.dependent_iff_not_independent
theorem independent_iff_not_dependent : Independent f ↔ ¬Dependent f := by
rw [dependent_iff_not_independent, Classical.not_not]
#align projectivization.independent_iff_not_dependent Projectivization.independent_iff_not_dependent
@[simp]
| Mathlib/LinearAlgebra/Projectivization/Independence.lean | 109 | 114 | theorem dependent_pair_iff_eq (u v : ℙ K V) : Dependent ![u, v] ↔ u = v := by |
rw [dependent_iff_not_independent, independent_iff, linearIndependent_fin2,
Function.comp_apply, Matrix.cons_val_one, Matrix.head_cons, Ne]
simp only [Matrix.cons_val_zero, not_and, not_forall, Classical.not_not, Function.comp_apply,
← mk_eq_mk_iff' K _ _ (rep_nonzero u) (rep_nonzero v), mk_rep, Classical.imp_iff_right_iff]
exact Or.inl (rep_nonzero v)
| 1,698 |
import Mathlib.LinearAlgebra.Projectivization.Basic
#align_import linear_algebra.projective_space.independence from "leanprover-community/mathlib"@"1e82f5ec4645f6a92bb9e02fce51e44e3bc3e1fe"
open scoped LinearAlgebra.Projectivization
variable {ι K V : Type*} [DivisionRing K] [AddCommGroup V] [Module K V] {f : ι → ℙ K V}
namespace Projectivization
inductive Independent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (hl : LinearIndependent K f) :
Independent fun i => mk K (f i) (hf i)
#align projectivization.independent Projectivization.Independent
theorem independent_iff : Independent f ↔ LinearIndependent K (Projectivization.rep ∘ f) := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh⟩
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh.units_smul a
ext i
exact (ha i).symm
· convert Independent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· intro i
apply rep_nonzero
#align projectivization.independent_iff Projectivization.independent_iff
theorem independent_iff_completeLattice_independent :
Independent f ↔ CompleteLattice.Independent fun i => (f i).submodule := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨f, hf, hi⟩
simp only [submodule_mk]
exact (CompleteLattice.independent_iff_linearIndependent_of_ne_zero (R := K) hf).mpr hi
· rw [independent_iff]
refine h.linearIndependent (Projectivization.submodule ∘ f) (fun i => ?_) fun i => ?_
· simpa only [Function.comp_apply, submodule_eq] using Submodule.mem_span_singleton_self _
· exact rep_nonzero (f i)
#align projectivization.independent_iff_complete_lattice_independent Projectivization.independent_iff_completeLattice_independent
inductive Dependent : (ι → ℙ K V) → Prop
| mk (f : ι → V) (hf : ∀ i : ι, f i ≠ 0) (h : ¬LinearIndependent K f) :
Dependent fun i => mk K (f i) (hf i)
#align projectivization.dependent Projectivization.Dependent
theorem dependent_iff : Dependent f ↔ ¬LinearIndependent K (Projectivization.rep ∘ f) := by
refine ⟨?_, fun h => ?_⟩
· rintro ⟨ff, hff, hh1⟩
contrapose! hh1
choose a ha using fun i : ι => exists_smul_eq_mk_rep K (ff i) (hff i)
convert hh1.units_smul a⁻¹
ext i
simp only [← ha, inv_smul_smul, Pi.smul_apply', Pi.inv_apply, Function.comp_apply]
· convert Dependent.mk _ _ h
· simp only [mk_rep, Function.comp_apply]
· exact fun i => rep_nonzero (f i)
#align projectivization.dependent_iff Projectivization.dependent_iff
theorem dependent_iff_not_independent : Dependent f ↔ ¬Independent f := by
rw [dependent_iff, independent_iff]
#align projectivization.dependent_iff_not_independent Projectivization.dependent_iff_not_independent
theorem independent_iff_not_dependent : Independent f ↔ ¬Dependent f := by
rw [dependent_iff_not_independent, Classical.not_not]
#align projectivization.independent_iff_not_dependent Projectivization.independent_iff_not_dependent
@[simp]
theorem dependent_pair_iff_eq (u v : ℙ K V) : Dependent ![u, v] ↔ u = v := by
rw [dependent_iff_not_independent, independent_iff, linearIndependent_fin2,
Function.comp_apply, Matrix.cons_val_one, Matrix.head_cons, Ne]
simp only [Matrix.cons_val_zero, not_and, not_forall, Classical.not_not, Function.comp_apply,
← mk_eq_mk_iff' K _ _ (rep_nonzero u) (rep_nonzero v), mk_rep, Classical.imp_iff_right_iff]
exact Or.inl (rep_nonzero v)
#align projectivization.dependent_pair_iff_eq Projectivization.dependent_pair_iff_eq
@[simp]
| Mathlib/LinearAlgebra/Projectivization/Independence.lean | 119 | 120 | theorem independent_pair_iff_neq (u v : ℙ K V) : Independent ![u, v] ↔ u ≠ v := by |
rw [independent_iff_not_dependent, dependent_pair_iff_eq u v]
| 1,698 |
import Mathlib.Algebra.Algebra.Spectrum
import Mathlib.LinearAlgebra.GeneralLinearGroup
import Mathlib.LinearAlgebra.FiniteDimensional
import Mathlib.RingTheory.Nilpotent.Basic
#align_import linear_algebra.eigenspace.basic from "leanprover-community/mathlib"@"6b0169218d01f2837d79ea2784882009a0da1aa1"
universe u v w
namespace Module
namespace End
open FiniteDimensional Set
variable {K R : Type v} {V M : Type w} [CommRing R] [AddCommGroup M] [Module R M] [Field K]
[AddCommGroup V] [Module K V]
def eigenspace (f : End R M) (μ : R) : Submodule R M :=
LinearMap.ker (f - algebraMap R (End R M) μ)
#align module.End.eigenspace Module.End.eigenspace
@[simp]
| Mathlib/LinearAlgebra/Eigenspace/Basic.lean | 69 | 69 | theorem eigenspace_zero (f : End R M) : f.eigenspace 0 = LinearMap.ker f := by | simp [eigenspace]
| 1,699 |
import Mathlib.Algebra.Algebra.Spectrum
import Mathlib.LinearAlgebra.GeneralLinearGroup
import Mathlib.LinearAlgebra.FiniteDimensional
import Mathlib.RingTheory.Nilpotent.Basic
#align_import linear_algebra.eigenspace.basic from "leanprover-community/mathlib"@"6b0169218d01f2837d79ea2784882009a0da1aa1"
universe u v w
namespace Module
namespace End
open FiniteDimensional Set
variable {K R : Type v} {V M : Type w} [CommRing R] [AddCommGroup M] [Module R M] [Field K]
[AddCommGroup V] [Module K V]
def eigenspace (f : End R M) (μ : R) : Submodule R M :=
LinearMap.ker (f - algebraMap R (End R M) μ)
#align module.End.eigenspace Module.End.eigenspace
@[simp]
theorem eigenspace_zero (f : End R M) : f.eigenspace 0 = LinearMap.ker f := by simp [eigenspace]
#align module.End.eigenspace_zero Module.End.eigenspace_zero
def HasEigenvector (f : End R M) (μ : R) (x : M) : Prop :=
x ∈ eigenspace f μ ∧ x ≠ 0
#align module.End.has_eigenvector Module.End.HasEigenvector
def HasEigenvalue (f : End R M) (a : R) : Prop :=
eigenspace f a ≠ ⊥
#align module.End.has_eigenvalue Module.End.HasEigenvalue
def Eigenvalues (f : End R M) : Type _ :=
{ μ : R // f.HasEigenvalue μ }
#align module.End.eigenvalues Module.End.Eigenvalues
@[coe]
def Eigenvalues.val (f : Module.End R M) : Eigenvalues f → R := Subtype.val
instance Eigenvalues.instCoeOut {f : Module.End R M} : CoeOut (Eigenvalues f) R where
coe := Eigenvalues.val f
instance Eigenvalues.instDecidableEq [DecidableEq R] (f : Module.End R M) :
DecidableEq (Eigenvalues f) :=
inferInstanceAs (DecidableEq (Subtype (fun x : R => HasEigenvalue f x)))
| Mathlib/LinearAlgebra/Eigenspace/Basic.lean | 98 | 101 | theorem hasEigenvalue_of_hasEigenvector {f : End R M} {μ : R} {x : M} (h : HasEigenvector f μ x) :
HasEigenvalue f μ := by |
rw [HasEigenvalue, Submodule.ne_bot_iff]
use x; exact h
| 1,699 |
import Mathlib.Algebra.Algebra.Spectrum
import Mathlib.LinearAlgebra.GeneralLinearGroup
import Mathlib.LinearAlgebra.FiniteDimensional
import Mathlib.RingTheory.Nilpotent.Basic
#align_import linear_algebra.eigenspace.basic from "leanprover-community/mathlib"@"6b0169218d01f2837d79ea2784882009a0da1aa1"
universe u v w
namespace Module
namespace End
open FiniteDimensional Set
variable {K R : Type v} {V M : Type w} [CommRing R] [AddCommGroup M] [Module R M] [Field K]
[AddCommGroup V] [Module K V]
def eigenspace (f : End R M) (μ : R) : Submodule R M :=
LinearMap.ker (f - algebraMap R (End R M) μ)
#align module.End.eigenspace Module.End.eigenspace
@[simp]
theorem eigenspace_zero (f : End R M) : f.eigenspace 0 = LinearMap.ker f := by simp [eigenspace]
#align module.End.eigenspace_zero Module.End.eigenspace_zero
def HasEigenvector (f : End R M) (μ : R) (x : M) : Prop :=
x ∈ eigenspace f μ ∧ x ≠ 0
#align module.End.has_eigenvector Module.End.HasEigenvector
def HasEigenvalue (f : End R M) (a : R) : Prop :=
eigenspace f a ≠ ⊥
#align module.End.has_eigenvalue Module.End.HasEigenvalue
def Eigenvalues (f : End R M) : Type _ :=
{ μ : R // f.HasEigenvalue μ }
#align module.End.eigenvalues Module.End.Eigenvalues
@[coe]
def Eigenvalues.val (f : Module.End R M) : Eigenvalues f → R := Subtype.val
instance Eigenvalues.instCoeOut {f : Module.End R M} : CoeOut (Eigenvalues f) R where
coe := Eigenvalues.val f
instance Eigenvalues.instDecidableEq [DecidableEq R] (f : Module.End R M) :
DecidableEq (Eigenvalues f) :=
inferInstanceAs (DecidableEq (Subtype (fun x : R => HasEigenvalue f x)))
theorem hasEigenvalue_of_hasEigenvector {f : End R M} {μ : R} {x : M} (h : HasEigenvector f μ x) :
HasEigenvalue f μ := by
rw [HasEigenvalue, Submodule.ne_bot_iff]
use x; exact h
#align module.End.has_eigenvalue_of_has_eigenvector Module.End.hasEigenvalue_of_hasEigenvector
| Mathlib/LinearAlgebra/Eigenspace/Basic.lean | 104 | 105 | theorem mem_eigenspace_iff {f : End R M} {μ : R} {x : M} : x ∈ eigenspace f μ ↔ f x = μ • x := by |
rw [eigenspace, LinearMap.mem_ker, LinearMap.sub_apply, algebraMap_end_apply, sub_eq_zero]
| 1,699 |
import Mathlib.Algebra.Algebra.Spectrum
import Mathlib.LinearAlgebra.GeneralLinearGroup
import Mathlib.LinearAlgebra.FiniteDimensional
import Mathlib.RingTheory.Nilpotent.Basic
#align_import linear_algebra.eigenspace.basic from "leanprover-community/mathlib"@"6b0169218d01f2837d79ea2784882009a0da1aa1"
universe u v w
namespace Module
namespace End
open FiniteDimensional Set
variable {K R : Type v} {V M : Type w} [CommRing R] [AddCommGroup M] [Module R M] [Field K]
[AddCommGroup V] [Module K V]
def eigenspace (f : End R M) (μ : R) : Submodule R M :=
LinearMap.ker (f - algebraMap R (End R M) μ)
#align module.End.eigenspace Module.End.eigenspace
@[simp]
theorem eigenspace_zero (f : End R M) : f.eigenspace 0 = LinearMap.ker f := by simp [eigenspace]
#align module.End.eigenspace_zero Module.End.eigenspace_zero
def HasEigenvector (f : End R M) (μ : R) (x : M) : Prop :=
x ∈ eigenspace f μ ∧ x ≠ 0
#align module.End.has_eigenvector Module.End.HasEigenvector
def HasEigenvalue (f : End R M) (a : R) : Prop :=
eigenspace f a ≠ ⊥
#align module.End.has_eigenvalue Module.End.HasEigenvalue
def Eigenvalues (f : End R M) : Type _ :=
{ μ : R // f.HasEigenvalue μ }
#align module.End.eigenvalues Module.End.Eigenvalues
@[coe]
def Eigenvalues.val (f : Module.End R M) : Eigenvalues f → R := Subtype.val
instance Eigenvalues.instCoeOut {f : Module.End R M} : CoeOut (Eigenvalues f) R where
coe := Eigenvalues.val f
instance Eigenvalues.instDecidableEq [DecidableEq R] (f : Module.End R M) :
DecidableEq (Eigenvalues f) :=
inferInstanceAs (DecidableEq (Subtype (fun x : R => HasEigenvalue f x)))
theorem hasEigenvalue_of_hasEigenvector {f : End R M} {μ : R} {x : M} (h : HasEigenvector f μ x) :
HasEigenvalue f μ := by
rw [HasEigenvalue, Submodule.ne_bot_iff]
use x; exact h
#align module.End.has_eigenvalue_of_has_eigenvector Module.End.hasEigenvalue_of_hasEigenvector
theorem mem_eigenspace_iff {f : End R M} {μ : R} {x : M} : x ∈ eigenspace f μ ↔ f x = μ • x := by
rw [eigenspace, LinearMap.mem_ker, LinearMap.sub_apply, algebraMap_end_apply, sub_eq_zero]
#align module.End.mem_eigenspace_iff Module.End.mem_eigenspace_iff
theorem HasEigenvector.apply_eq_smul {f : End R M} {μ : R} {x : M} (hx : f.HasEigenvector μ x) :
f x = μ • x :=
mem_eigenspace_iff.mp hx.1
#align module.End.has_eigenvector.apply_eq_smul Module.End.HasEigenvector.apply_eq_smul
| Mathlib/LinearAlgebra/Eigenspace/Basic.lean | 113 | 115 | theorem HasEigenvector.pow_apply {f : End R M} {μ : R} {v : M} (hv : f.HasEigenvector μ v) (n : ℕ) :
(f ^ n) v = μ ^ n • v := by |
induction n <;> simp [*, pow_succ f, hv.apply_eq_smul, smul_smul, pow_succ' μ]
| 1,699 |
import Mathlib.Algebra.Algebra.Spectrum
import Mathlib.LinearAlgebra.GeneralLinearGroup
import Mathlib.LinearAlgebra.FiniteDimensional
import Mathlib.RingTheory.Nilpotent.Basic
#align_import linear_algebra.eigenspace.basic from "leanprover-community/mathlib"@"6b0169218d01f2837d79ea2784882009a0da1aa1"
universe u v w
namespace Module
namespace End
open FiniteDimensional Set
variable {K R : Type v} {V M : Type w} [CommRing R] [AddCommGroup M] [Module R M] [Field K]
[AddCommGroup V] [Module K V]
def eigenspace (f : End R M) (μ : R) : Submodule R M :=
LinearMap.ker (f - algebraMap R (End R M) μ)
#align module.End.eigenspace Module.End.eigenspace
@[simp]
theorem eigenspace_zero (f : End R M) : f.eigenspace 0 = LinearMap.ker f := by simp [eigenspace]
#align module.End.eigenspace_zero Module.End.eigenspace_zero
def HasEigenvector (f : End R M) (μ : R) (x : M) : Prop :=
x ∈ eigenspace f μ ∧ x ≠ 0
#align module.End.has_eigenvector Module.End.HasEigenvector
def HasEigenvalue (f : End R M) (a : R) : Prop :=
eigenspace f a ≠ ⊥
#align module.End.has_eigenvalue Module.End.HasEigenvalue
def Eigenvalues (f : End R M) : Type _ :=
{ μ : R // f.HasEigenvalue μ }
#align module.End.eigenvalues Module.End.Eigenvalues
@[coe]
def Eigenvalues.val (f : Module.End R M) : Eigenvalues f → R := Subtype.val
instance Eigenvalues.instCoeOut {f : Module.End R M} : CoeOut (Eigenvalues f) R where
coe := Eigenvalues.val f
instance Eigenvalues.instDecidableEq [DecidableEq R] (f : Module.End R M) :
DecidableEq (Eigenvalues f) :=
inferInstanceAs (DecidableEq (Subtype (fun x : R => HasEigenvalue f x)))
theorem hasEigenvalue_of_hasEigenvector {f : End R M} {μ : R} {x : M} (h : HasEigenvector f μ x) :
HasEigenvalue f μ := by
rw [HasEigenvalue, Submodule.ne_bot_iff]
use x; exact h
#align module.End.has_eigenvalue_of_has_eigenvector Module.End.hasEigenvalue_of_hasEigenvector
theorem mem_eigenspace_iff {f : End R M} {μ : R} {x : M} : x ∈ eigenspace f μ ↔ f x = μ • x := by
rw [eigenspace, LinearMap.mem_ker, LinearMap.sub_apply, algebraMap_end_apply, sub_eq_zero]
#align module.End.mem_eigenspace_iff Module.End.mem_eigenspace_iff
theorem HasEigenvector.apply_eq_smul {f : End R M} {μ : R} {x : M} (hx : f.HasEigenvector μ x) :
f x = μ • x :=
mem_eigenspace_iff.mp hx.1
#align module.End.has_eigenvector.apply_eq_smul Module.End.HasEigenvector.apply_eq_smul
theorem HasEigenvector.pow_apply {f : End R M} {μ : R} {v : M} (hv : f.HasEigenvector μ v) (n : ℕ) :
(f ^ n) v = μ ^ n • v := by
induction n <;> simp [*, pow_succ f, hv.apply_eq_smul, smul_smul, pow_succ' μ]
theorem HasEigenvalue.exists_hasEigenvector {f : End R M} {μ : R} (hμ : f.HasEigenvalue μ) :
∃ v, f.HasEigenvector μ v :=
Submodule.exists_mem_ne_zero_of_ne_bot hμ
#align module.End.has_eigenvalue.exists_has_eigenvector Module.End.HasEigenvalue.exists_hasEigenvector
lemma HasEigenvalue.pow {f : End R M} {μ : R} (h : f.HasEigenvalue μ) (n : ℕ) :
(f ^ n).HasEigenvalue (μ ^ n) := by
rw [HasEigenvalue, Submodule.ne_bot_iff]
obtain ⟨m : M, hm⟩ := h.exists_hasEigenvector
exact ⟨m, by simpa [mem_eigenspace_iff] using hm.pow_apply n, hm.2⟩
lemma HasEigenvalue.isNilpotent_of_isNilpotent [NoZeroSMulDivisors R M] {f : End R M}
(hfn : IsNilpotent f) {μ : R} (hf : f.HasEigenvalue μ) :
IsNilpotent μ := by
obtain ⟨m : M, hm⟩ := hf.exists_hasEigenvector
obtain ⟨n : ℕ, hn : f ^ n = 0⟩ := hfn
exact ⟨n, by simpa [hn, hm.2, eq_comm (a := (0 : M))] using hm.pow_apply n⟩
| Mathlib/LinearAlgebra/Eigenspace/Basic.lean | 138 | 144 | theorem HasEigenvalue.mem_spectrum {f : End R M} {μ : R} (hμ : HasEigenvalue f μ) :
μ ∈ spectrum R f := by |
refine spectrum.mem_iff.mpr fun h_unit => ?_
set f' := LinearMap.GeneralLinearGroup.toLinearEquiv h_unit.unit
rcases hμ.exists_hasEigenvector with ⟨v, hv⟩
refine hv.2 ((LinearMap.ker_eq_bot'.mp f'.ker) v (?_ : μ • v - f v = 0))
rw [hv.apply_eq_smul, sub_self]
| 1,699 |
import Mathlib.Algebra.Algebra.Spectrum
import Mathlib.LinearAlgebra.GeneralLinearGroup
import Mathlib.LinearAlgebra.FiniteDimensional
import Mathlib.RingTheory.Nilpotent.Basic
#align_import linear_algebra.eigenspace.basic from "leanprover-community/mathlib"@"6b0169218d01f2837d79ea2784882009a0da1aa1"
universe u v w
namespace Module
namespace End
open FiniteDimensional Set
variable {K R : Type v} {V M : Type w} [CommRing R] [AddCommGroup M] [Module R M] [Field K]
[AddCommGroup V] [Module K V]
def eigenspace (f : End R M) (μ : R) : Submodule R M :=
LinearMap.ker (f - algebraMap R (End R M) μ)
#align module.End.eigenspace Module.End.eigenspace
@[simp]
theorem eigenspace_zero (f : End R M) : f.eigenspace 0 = LinearMap.ker f := by simp [eigenspace]
#align module.End.eigenspace_zero Module.End.eigenspace_zero
def HasEigenvector (f : End R M) (μ : R) (x : M) : Prop :=
x ∈ eigenspace f μ ∧ x ≠ 0
#align module.End.has_eigenvector Module.End.HasEigenvector
def HasEigenvalue (f : End R M) (a : R) : Prop :=
eigenspace f a ≠ ⊥
#align module.End.has_eigenvalue Module.End.HasEigenvalue
def Eigenvalues (f : End R M) : Type _ :=
{ μ : R // f.HasEigenvalue μ }
#align module.End.eigenvalues Module.End.Eigenvalues
@[coe]
def Eigenvalues.val (f : Module.End R M) : Eigenvalues f → R := Subtype.val
instance Eigenvalues.instCoeOut {f : Module.End R M} : CoeOut (Eigenvalues f) R where
coe := Eigenvalues.val f
instance Eigenvalues.instDecidableEq [DecidableEq R] (f : Module.End R M) :
DecidableEq (Eigenvalues f) :=
inferInstanceAs (DecidableEq (Subtype (fun x : R => HasEigenvalue f x)))
theorem hasEigenvalue_of_hasEigenvector {f : End R M} {μ : R} {x : M} (h : HasEigenvector f μ x) :
HasEigenvalue f μ := by
rw [HasEigenvalue, Submodule.ne_bot_iff]
use x; exact h
#align module.End.has_eigenvalue_of_has_eigenvector Module.End.hasEigenvalue_of_hasEigenvector
theorem mem_eigenspace_iff {f : End R M} {μ : R} {x : M} : x ∈ eigenspace f μ ↔ f x = μ • x := by
rw [eigenspace, LinearMap.mem_ker, LinearMap.sub_apply, algebraMap_end_apply, sub_eq_zero]
#align module.End.mem_eigenspace_iff Module.End.mem_eigenspace_iff
theorem HasEigenvector.apply_eq_smul {f : End R M} {μ : R} {x : M} (hx : f.HasEigenvector μ x) :
f x = μ • x :=
mem_eigenspace_iff.mp hx.1
#align module.End.has_eigenvector.apply_eq_smul Module.End.HasEigenvector.apply_eq_smul
theorem HasEigenvector.pow_apply {f : End R M} {μ : R} {v : M} (hv : f.HasEigenvector μ v) (n : ℕ) :
(f ^ n) v = μ ^ n • v := by
induction n <;> simp [*, pow_succ f, hv.apply_eq_smul, smul_smul, pow_succ' μ]
theorem HasEigenvalue.exists_hasEigenvector {f : End R M} {μ : R} (hμ : f.HasEigenvalue μ) :
∃ v, f.HasEigenvector μ v :=
Submodule.exists_mem_ne_zero_of_ne_bot hμ
#align module.End.has_eigenvalue.exists_has_eigenvector Module.End.HasEigenvalue.exists_hasEigenvector
lemma HasEigenvalue.pow {f : End R M} {μ : R} (h : f.HasEigenvalue μ) (n : ℕ) :
(f ^ n).HasEigenvalue (μ ^ n) := by
rw [HasEigenvalue, Submodule.ne_bot_iff]
obtain ⟨m : M, hm⟩ := h.exists_hasEigenvector
exact ⟨m, by simpa [mem_eigenspace_iff] using hm.pow_apply n, hm.2⟩
lemma HasEigenvalue.isNilpotent_of_isNilpotent [NoZeroSMulDivisors R M] {f : End R M}
(hfn : IsNilpotent f) {μ : R} (hf : f.HasEigenvalue μ) :
IsNilpotent μ := by
obtain ⟨m : M, hm⟩ := hf.exists_hasEigenvector
obtain ⟨n : ℕ, hn : f ^ n = 0⟩ := hfn
exact ⟨n, by simpa [hn, hm.2, eq_comm (a := (0 : M))] using hm.pow_apply n⟩
theorem HasEigenvalue.mem_spectrum {f : End R M} {μ : R} (hμ : HasEigenvalue f μ) :
μ ∈ spectrum R f := by
refine spectrum.mem_iff.mpr fun h_unit => ?_
set f' := LinearMap.GeneralLinearGroup.toLinearEquiv h_unit.unit
rcases hμ.exists_hasEigenvector with ⟨v, hv⟩
refine hv.2 ((LinearMap.ker_eq_bot'.mp f'.ker) v (?_ : μ • v - f v = 0))
rw [hv.apply_eq_smul, sub_self]
#align module.End.mem_spectrum_of_has_eigenvalue Module.End.HasEigenvalue.mem_spectrum
| Mathlib/LinearAlgebra/Eigenspace/Basic.lean | 147 | 149 | theorem hasEigenvalue_iff_mem_spectrum [FiniteDimensional K V] {f : End K V} {μ : K} :
f.HasEigenvalue μ ↔ μ ∈ spectrum K f := by |
rw [spectrum.mem_iff, IsUnit.sub_iff, LinearMap.isUnit_iff_ker_eq_bot, HasEigenvalue, eigenspace]
| 1,699 |
import Mathlib.Algebra.Algebra.Spectrum
import Mathlib.LinearAlgebra.GeneralLinearGroup
import Mathlib.LinearAlgebra.FiniteDimensional
import Mathlib.RingTheory.Nilpotent.Basic
#align_import linear_algebra.eigenspace.basic from "leanprover-community/mathlib"@"6b0169218d01f2837d79ea2784882009a0da1aa1"
universe u v w
namespace Module
namespace End
open FiniteDimensional Set
variable {K R : Type v} {V M : Type w} [CommRing R] [AddCommGroup M] [Module R M] [Field K]
[AddCommGroup V] [Module K V]
def eigenspace (f : End R M) (μ : R) : Submodule R M :=
LinearMap.ker (f - algebraMap R (End R M) μ)
#align module.End.eigenspace Module.End.eigenspace
@[simp]
theorem eigenspace_zero (f : End R M) : f.eigenspace 0 = LinearMap.ker f := by simp [eigenspace]
#align module.End.eigenspace_zero Module.End.eigenspace_zero
def HasEigenvector (f : End R M) (μ : R) (x : M) : Prop :=
x ∈ eigenspace f μ ∧ x ≠ 0
#align module.End.has_eigenvector Module.End.HasEigenvector
def HasEigenvalue (f : End R M) (a : R) : Prop :=
eigenspace f a ≠ ⊥
#align module.End.has_eigenvalue Module.End.HasEigenvalue
def Eigenvalues (f : End R M) : Type _ :=
{ μ : R // f.HasEigenvalue μ }
#align module.End.eigenvalues Module.End.Eigenvalues
@[coe]
def Eigenvalues.val (f : Module.End R M) : Eigenvalues f → R := Subtype.val
instance Eigenvalues.instCoeOut {f : Module.End R M} : CoeOut (Eigenvalues f) R where
coe := Eigenvalues.val f
instance Eigenvalues.instDecidableEq [DecidableEq R] (f : Module.End R M) :
DecidableEq (Eigenvalues f) :=
inferInstanceAs (DecidableEq (Subtype (fun x : R => HasEigenvalue f x)))
theorem hasEigenvalue_of_hasEigenvector {f : End R M} {μ : R} {x : M} (h : HasEigenvector f μ x) :
HasEigenvalue f μ := by
rw [HasEigenvalue, Submodule.ne_bot_iff]
use x; exact h
#align module.End.has_eigenvalue_of_has_eigenvector Module.End.hasEigenvalue_of_hasEigenvector
theorem mem_eigenspace_iff {f : End R M} {μ : R} {x : M} : x ∈ eigenspace f μ ↔ f x = μ • x := by
rw [eigenspace, LinearMap.mem_ker, LinearMap.sub_apply, algebraMap_end_apply, sub_eq_zero]
#align module.End.mem_eigenspace_iff Module.End.mem_eigenspace_iff
theorem HasEigenvector.apply_eq_smul {f : End R M} {μ : R} {x : M} (hx : f.HasEigenvector μ x) :
f x = μ • x :=
mem_eigenspace_iff.mp hx.1
#align module.End.has_eigenvector.apply_eq_smul Module.End.HasEigenvector.apply_eq_smul
theorem HasEigenvector.pow_apply {f : End R M} {μ : R} {v : M} (hv : f.HasEigenvector μ v) (n : ℕ) :
(f ^ n) v = μ ^ n • v := by
induction n <;> simp [*, pow_succ f, hv.apply_eq_smul, smul_smul, pow_succ' μ]
theorem HasEigenvalue.exists_hasEigenvector {f : End R M} {μ : R} (hμ : f.HasEigenvalue μ) :
∃ v, f.HasEigenvector μ v :=
Submodule.exists_mem_ne_zero_of_ne_bot hμ
#align module.End.has_eigenvalue.exists_has_eigenvector Module.End.HasEigenvalue.exists_hasEigenvector
lemma HasEigenvalue.pow {f : End R M} {μ : R} (h : f.HasEigenvalue μ) (n : ℕ) :
(f ^ n).HasEigenvalue (μ ^ n) := by
rw [HasEigenvalue, Submodule.ne_bot_iff]
obtain ⟨m : M, hm⟩ := h.exists_hasEigenvector
exact ⟨m, by simpa [mem_eigenspace_iff] using hm.pow_apply n, hm.2⟩
lemma HasEigenvalue.isNilpotent_of_isNilpotent [NoZeroSMulDivisors R M] {f : End R M}
(hfn : IsNilpotent f) {μ : R} (hf : f.HasEigenvalue μ) :
IsNilpotent μ := by
obtain ⟨m : M, hm⟩ := hf.exists_hasEigenvector
obtain ⟨n : ℕ, hn : f ^ n = 0⟩ := hfn
exact ⟨n, by simpa [hn, hm.2, eq_comm (a := (0 : M))] using hm.pow_apply n⟩
theorem HasEigenvalue.mem_spectrum {f : End R M} {μ : R} (hμ : HasEigenvalue f μ) :
μ ∈ spectrum R f := by
refine spectrum.mem_iff.mpr fun h_unit => ?_
set f' := LinearMap.GeneralLinearGroup.toLinearEquiv h_unit.unit
rcases hμ.exists_hasEigenvector with ⟨v, hv⟩
refine hv.2 ((LinearMap.ker_eq_bot'.mp f'.ker) v (?_ : μ • v - f v = 0))
rw [hv.apply_eq_smul, sub_self]
#align module.End.mem_spectrum_of_has_eigenvalue Module.End.HasEigenvalue.mem_spectrum
theorem hasEigenvalue_iff_mem_spectrum [FiniteDimensional K V] {f : End K V} {μ : K} :
f.HasEigenvalue μ ↔ μ ∈ spectrum K f := by
rw [spectrum.mem_iff, IsUnit.sub_iff, LinearMap.isUnit_iff_ker_eq_bot, HasEigenvalue, eigenspace]
#align module.End.has_eigenvalue_iff_mem_spectrum Module.End.hasEigenvalue_iff_mem_spectrum
alias ⟨_, HasEigenvalue.of_mem_spectrum⟩ := hasEigenvalue_iff_mem_spectrum
| Mathlib/LinearAlgebra/Eigenspace/Basic.lean | 154 | 163 | theorem eigenspace_div (f : End K V) (a b : K) (hb : b ≠ 0) :
eigenspace f (a / b) = LinearMap.ker (b • f - algebraMap K (End K V) a) :=
calc
eigenspace f (a / b) = eigenspace f (b⁻¹ * a) := by | rw [div_eq_mul_inv, mul_comm]
_ = LinearMap.ker (f - (b⁻¹ * a) • LinearMap.id) := by rw [eigenspace]; rfl
_ = LinearMap.ker (f - b⁻¹ • a • LinearMap.id) := by rw [smul_smul]
_ = LinearMap.ker (f - b⁻¹ • algebraMap K (End K V) a) := rfl
_ = LinearMap.ker (b • (f - b⁻¹ • algebraMap K (End K V) a)) := by
rw [LinearMap.ker_smul _ b hb]
_ = LinearMap.ker (b • f - algebraMap K (End K V) a) := by rw [smul_sub, smul_inv_smul₀ hb]
| 1,699 |
import Mathlib.LinearAlgebra.Isomorphisms
import Mathlib.LinearAlgebra.Projection
import Mathlib.Order.JordanHolder
import Mathlib.Order.CompactlyGenerated.Intervals
import Mathlib.LinearAlgebra.FiniteDimensional
#align_import ring_theory.simple_module from "leanprover-community/mathlib"@"cce7f68a7eaadadf74c82bbac20721cdc03a1cc1"
variable {ι : Type*} (R S : Type*) [Ring R] [Ring S] (M : Type*) [AddCommGroup M] [Module R M]
abbrev IsSimpleModule :=
IsSimpleOrder (Submodule R M)
#align is_simple_module IsSimpleModule
abbrev IsSemisimpleModule :=
ComplementedLattice (Submodule R M)
#align is_semisimple_module IsSemisimpleModule
abbrev IsSemisimpleRing := IsSemisimpleModule R R
theorem RingEquiv.isSemisimpleRing (e : R ≃+* S) [IsSemisimpleRing R] : IsSemisimpleRing S :=
(Submodule.orderIsoMapComap e.toSemilinearEquiv).complementedLattice
-- Making this an instance causes the linter to complain of "dangerous instances"
theorem IsSimpleModule.nontrivial [IsSimpleModule R M] : Nontrivial M :=
⟨⟨0, by
have h : (⊥ : Submodule R M) ≠ ⊤ := bot_ne_top
contrapose! h
ext x
simp [Submodule.mem_bot, Submodule.mem_top, h x]⟩⟩
#align is_simple_module.nontrivial IsSimpleModule.nontrivial
variable {m : Submodule R M} {N : Type*} [AddCommGroup N] [Module R N] {R S M}
theorem LinearMap.isSimpleModule_iff_of_bijective [Module S N] {σ : R →+* S} [RingHomSurjective σ]
(l : M →ₛₗ[σ] N) (hl : Function.Bijective l) : IsSimpleModule R M ↔ IsSimpleModule S N :=
(Submodule.orderIsoMapComapOfBijective l hl).isSimpleOrder_iff
theorem IsSimpleModule.congr (l : M ≃ₗ[R] N) [IsSimpleModule R N] : IsSimpleModule R M :=
(Submodule.orderIsoMapComap l).isSimpleOrder
#align is_simple_module.congr IsSimpleModule.congr
| Mathlib/RingTheory/SimpleModule.lean | 86 | 88 | theorem isSimpleModule_iff_isAtom : IsSimpleModule R m ↔ IsAtom m := by |
rw [← Set.isSimpleOrder_Iic_iff_isAtom]
exact m.mapIic.isSimpleOrder_iff
| 1,700 |
import Mathlib.LinearAlgebra.Isomorphisms
import Mathlib.LinearAlgebra.Projection
import Mathlib.Order.JordanHolder
import Mathlib.Order.CompactlyGenerated.Intervals
import Mathlib.LinearAlgebra.FiniteDimensional
#align_import ring_theory.simple_module from "leanprover-community/mathlib"@"cce7f68a7eaadadf74c82bbac20721cdc03a1cc1"
variable {ι : Type*} (R S : Type*) [Ring R] [Ring S] (M : Type*) [AddCommGroup M] [Module R M]
abbrev IsSimpleModule :=
IsSimpleOrder (Submodule R M)
#align is_simple_module IsSimpleModule
abbrev IsSemisimpleModule :=
ComplementedLattice (Submodule R M)
#align is_semisimple_module IsSemisimpleModule
abbrev IsSemisimpleRing := IsSemisimpleModule R R
theorem RingEquiv.isSemisimpleRing (e : R ≃+* S) [IsSemisimpleRing R] : IsSemisimpleRing S :=
(Submodule.orderIsoMapComap e.toSemilinearEquiv).complementedLattice
-- Making this an instance causes the linter to complain of "dangerous instances"
theorem IsSimpleModule.nontrivial [IsSimpleModule R M] : Nontrivial M :=
⟨⟨0, by
have h : (⊥ : Submodule R M) ≠ ⊤ := bot_ne_top
contrapose! h
ext x
simp [Submodule.mem_bot, Submodule.mem_top, h x]⟩⟩
#align is_simple_module.nontrivial IsSimpleModule.nontrivial
variable {m : Submodule R M} {N : Type*} [AddCommGroup N] [Module R N] {R S M}
theorem LinearMap.isSimpleModule_iff_of_bijective [Module S N] {σ : R →+* S} [RingHomSurjective σ]
(l : M →ₛₗ[σ] N) (hl : Function.Bijective l) : IsSimpleModule R M ↔ IsSimpleModule S N :=
(Submodule.orderIsoMapComapOfBijective l hl).isSimpleOrder_iff
theorem IsSimpleModule.congr (l : M ≃ₗ[R] N) [IsSimpleModule R N] : IsSimpleModule R M :=
(Submodule.orderIsoMapComap l).isSimpleOrder
#align is_simple_module.congr IsSimpleModule.congr
theorem isSimpleModule_iff_isAtom : IsSimpleModule R m ↔ IsAtom m := by
rw [← Set.isSimpleOrder_Iic_iff_isAtom]
exact m.mapIic.isSimpleOrder_iff
#align is_simple_module_iff_is_atom isSimpleModule_iff_isAtom
| Mathlib/RingTheory/SimpleModule.lean | 91 | 94 | theorem isSimpleModule_iff_isCoatom : IsSimpleModule R (M ⧸ m) ↔ IsCoatom m := by |
rw [← Set.isSimpleOrder_Ici_iff_isCoatom]
apply OrderIso.isSimpleOrder_iff
exact Submodule.comapMkQRelIso m
| 1,700 |
import Mathlib.LinearAlgebra.Isomorphisms
import Mathlib.LinearAlgebra.Projection
import Mathlib.Order.JordanHolder
import Mathlib.Order.CompactlyGenerated.Intervals
import Mathlib.LinearAlgebra.FiniteDimensional
#align_import ring_theory.simple_module from "leanprover-community/mathlib"@"cce7f68a7eaadadf74c82bbac20721cdc03a1cc1"
variable {ι : Type*} (R S : Type*) [Ring R] [Ring S] (M : Type*) [AddCommGroup M] [Module R M]
abbrev IsSimpleModule :=
IsSimpleOrder (Submodule R M)
#align is_simple_module IsSimpleModule
abbrev IsSemisimpleModule :=
ComplementedLattice (Submodule R M)
#align is_semisimple_module IsSemisimpleModule
abbrev IsSemisimpleRing := IsSemisimpleModule R R
theorem RingEquiv.isSemisimpleRing (e : R ≃+* S) [IsSemisimpleRing R] : IsSemisimpleRing S :=
(Submodule.orderIsoMapComap e.toSemilinearEquiv).complementedLattice
-- Making this an instance causes the linter to complain of "dangerous instances"
theorem IsSimpleModule.nontrivial [IsSimpleModule R M] : Nontrivial M :=
⟨⟨0, by
have h : (⊥ : Submodule R M) ≠ ⊤ := bot_ne_top
contrapose! h
ext x
simp [Submodule.mem_bot, Submodule.mem_top, h x]⟩⟩
#align is_simple_module.nontrivial IsSimpleModule.nontrivial
variable {m : Submodule R M} {N : Type*} [AddCommGroup N] [Module R N] {R S M}
theorem LinearMap.isSimpleModule_iff_of_bijective [Module S N] {σ : R →+* S} [RingHomSurjective σ]
(l : M →ₛₗ[σ] N) (hl : Function.Bijective l) : IsSimpleModule R M ↔ IsSimpleModule S N :=
(Submodule.orderIsoMapComapOfBijective l hl).isSimpleOrder_iff
theorem IsSimpleModule.congr (l : M ≃ₗ[R] N) [IsSimpleModule R N] : IsSimpleModule R M :=
(Submodule.orderIsoMapComap l).isSimpleOrder
#align is_simple_module.congr IsSimpleModule.congr
theorem isSimpleModule_iff_isAtom : IsSimpleModule R m ↔ IsAtom m := by
rw [← Set.isSimpleOrder_Iic_iff_isAtom]
exact m.mapIic.isSimpleOrder_iff
#align is_simple_module_iff_is_atom isSimpleModule_iff_isAtom
theorem isSimpleModule_iff_isCoatom : IsSimpleModule R (M ⧸ m) ↔ IsCoatom m := by
rw [← Set.isSimpleOrder_Ici_iff_isCoatom]
apply OrderIso.isSimpleOrder_iff
exact Submodule.comapMkQRelIso m
#align is_simple_module_iff_is_coatom isSimpleModule_iff_isCoatom
| Mathlib/RingTheory/SimpleModule.lean | 97 | 101 | theorem covBy_iff_quot_is_simple {A B : Submodule R M} (hAB : A ≤ B) :
A ⋖ B ↔ IsSimpleModule R (B ⧸ Submodule.comap B.subtype A) := by |
set f : Submodule R B ≃o Set.Iic B := B.mapIic with hf
rw [covBy_iff_coatom_Iic hAB, isSimpleModule_iff_isCoatom, ← OrderIso.isCoatom_iff f, hf]
simp [-OrderIso.isCoatom_iff, Submodule.map_comap_subtype, inf_eq_right.2 hAB]
| 1,700 |
import Mathlib.LinearAlgebra.Isomorphisms
import Mathlib.LinearAlgebra.Projection
import Mathlib.Order.JordanHolder
import Mathlib.Order.CompactlyGenerated.Intervals
import Mathlib.LinearAlgebra.FiniteDimensional
#align_import ring_theory.simple_module from "leanprover-community/mathlib"@"cce7f68a7eaadadf74c82bbac20721cdc03a1cc1"
variable {ι : Type*} (R S : Type*) [Ring R] [Ring S] (M : Type*) [AddCommGroup M] [Module R M]
abbrev IsSimpleModule :=
IsSimpleOrder (Submodule R M)
#align is_simple_module IsSimpleModule
abbrev IsSemisimpleModule :=
ComplementedLattice (Submodule R M)
#align is_semisimple_module IsSemisimpleModule
abbrev IsSemisimpleRing := IsSemisimpleModule R R
theorem RingEquiv.isSemisimpleRing (e : R ≃+* S) [IsSemisimpleRing R] : IsSemisimpleRing S :=
(Submodule.orderIsoMapComap e.toSemilinearEquiv).complementedLattice
-- Making this an instance causes the linter to complain of "dangerous instances"
theorem IsSimpleModule.nontrivial [IsSimpleModule R M] : Nontrivial M :=
⟨⟨0, by
have h : (⊥ : Submodule R M) ≠ ⊤ := bot_ne_top
contrapose! h
ext x
simp [Submodule.mem_bot, Submodule.mem_top, h x]⟩⟩
#align is_simple_module.nontrivial IsSimpleModule.nontrivial
variable {m : Submodule R M} {N : Type*} [AddCommGroup N] [Module R N] {R S M}
theorem LinearMap.isSimpleModule_iff_of_bijective [Module S N] {σ : R →+* S} [RingHomSurjective σ]
(l : M →ₛₗ[σ] N) (hl : Function.Bijective l) : IsSimpleModule R M ↔ IsSimpleModule S N :=
(Submodule.orderIsoMapComapOfBijective l hl).isSimpleOrder_iff
theorem IsSimpleModule.congr (l : M ≃ₗ[R] N) [IsSimpleModule R N] : IsSimpleModule R M :=
(Submodule.orderIsoMapComap l).isSimpleOrder
#align is_simple_module.congr IsSimpleModule.congr
theorem isSimpleModule_iff_isAtom : IsSimpleModule R m ↔ IsAtom m := by
rw [← Set.isSimpleOrder_Iic_iff_isAtom]
exact m.mapIic.isSimpleOrder_iff
#align is_simple_module_iff_is_atom isSimpleModule_iff_isAtom
theorem isSimpleModule_iff_isCoatom : IsSimpleModule R (M ⧸ m) ↔ IsCoatom m := by
rw [← Set.isSimpleOrder_Ici_iff_isCoatom]
apply OrderIso.isSimpleOrder_iff
exact Submodule.comapMkQRelIso m
#align is_simple_module_iff_is_coatom isSimpleModule_iff_isCoatom
theorem covBy_iff_quot_is_simple {A B : Submodule R M} (hAB : A ≤ B) :
A ⋖ B ↔ IsSimpleModule R (B ⧸ Submodule.comap B.subtype A) := by
set f : Submodule R B ≃o Set.Iic B := B.mapIic with hf
rw [covBy_iff_coatom_Iic hAB, isSimpleModule_iff_isCoatom, ← OrderIso.isCoatom_iff f, hf]
simp [-OrderIso.isCoatom_iff, Submodule.map_comap_subtype, inf_eq_right.2 hAB]
#align covby_iff_quot_is_simple covBy_iff_quot_is_simple
namespace IsSimpleModule
@[simp]
theorem isAtom [IsSimpleModule R m] : IsAtom m :=
isSimpleModule_iff_isAtom.1 ‹_›
#align is_simple_module.is_atom IsSimpleModule.isAtom
variable [IsSimpleModule R M] (R)
open LinearMap
theorem span_singleton_eq_top {m : M} (hm : m ≠ 0) : Submodule.span R {m} = ⊤ :=
(eq_bot_or_eq_top _).resolve_left fun h ↦ hm (h.le <| Submodule.mem_span_singleton_self m)
instance (S : Submodule R M) : S.IsPrincipal where
principal' := by
obtain rfl | rfl := eq_bot_or_eq_top S
· exact ⟨0, Submodule.span_zero.symm⟩
have := IsSimpleModule.nontrivial R M
have ⟨m, hm⟩ := exists_ne (0 : M)
exact ⟨m, (span_singleton_eq_top R hm).symm⟩
| Mathlib/RingTheory/SimpleModule.lean | 125 | 127 | theorem toSpanSingleton_surjective {m : M} (hm : m ≠ 0) :
Function.Surjective (toSpanSingleton R M m) := by |
rw [← range_eq_top, ← span_singleton_eq_range, span_singleton_eq_top R hm]
| 1,700 |
import Mathlib.LinearAlgebra.Isomorphisms
import Mathlib.LinearAlgebra.Projection
import Mathlib.Order.JordanHolder
import Mathlib.Order.CompactlyGenerated.Intervals
import Mathlib.LinearAlgebra.FiniteDimensional
#align_import ring_theory.simple_module from "leanprover-community/mathlib"@"cce7f68a7eaadadf74c82bbac20721cdc03a1cc1"
variable {ι : Type*} (R S : Type*) [Ring R] [Ring S] (M : Type*) [AddCommGroup M] [Module R M]
abbrev IsSimpleModule :=
IsSimpleOrder (Submodule R M)
#align is_simple_module IsSimpleModule
abbrev IsSemisimpleModule :=
ComplementedLattice (Submodule R M)
#align is_semisimple_module IsSemisimpleModule
abbrev IsSemisimpleRing := IsSemisimpleModule R R
theorem RingEquiv.isSemisimpleRing (e : R ≃+* S) [IsSemisimpleRing R] : IsSemisimpleRing S :=
(Submodule.orderIsoMapComap e.toSemilinearEquiv).complementedLattice
-- Making this an instance causes the linter to complain of "dangerous instances"
theorem IsSimpleModule.nontrivial [IsSimpleModule R M] : Nontrivial M :=
⟨⟨0, by
have h : (⊥ : Submodule R M) ≠ ⊤ := bot_ne_top
contrapose! h
ext x
simp [Submodule.mem_bot, Submodule.mem_top, h x]⟩⟩
#align is_simple_module.nontrivial IsSimpleModule.nontrivial
variable {m : Submodule R M} {N : Type*} [AddCommGroup N] [Module R N] {R S M}
theorem LinearMap.isSimpleModule_iff_of_bijective [Module S N] {σ : R →+* S} [RingHomSurjective σ]
(l : M →ₛₗ[σ] N) (hl : Function.Bijective l) : IsSimpleModule R M ↔ IsSimpleModule S N :=
(Submodule.orderIsoMapComapOfBijective l hl).isSimpleOrder_iff
theorem IsSimpleModule.congr (l : M ≃ₗ[R] N) [IsSimpleModule R N] : IsSimpleModule R M :=
(Submodule.orderIsoMapComap l).isSimpleOrder
#align is_simple_module.congr IsSimpleModule.congr
theorem isSimpleModule_iff_isAtom : IsSimpleModule R m ↔ IsAtom m := by
rw [← Set.isSimpleOrder_Iic_iff_isAtom]
exact m.mapIic.isSimpleOrder_iff
#align is_simple_module_iff_is_atom isSimpleModule_iff_isAtom
theorem isSimpleModule_iff_isCoatom : IsSimpleModule R (M ⧸ m) ↔ IsCoatom m := by
rw [← Set.isSimpleOrder_Ici_iff_isCoatom]
apply OrderIso.isSimpleOrder_iff
exact Submodule.comapMkQRelIso m
#align is_simple_module_iff_is_coatom isSimpleModule_iff_isCoatom
theorem covBy_iff_quot_is_simple {A B : Submodule R M} (hAB : A ≤ B) :
A ⋖ B ↔ IsSimpleModule R (B ⧸ Submodule.comap B.subtype A) := by
set f : Submodule R B ≃o Set.Iic B := B.mapIic with hf
rw [covBy_iff_coatom_Iic hAB, isSimpleModule_iff_isCoatom, ← OrderIso.isCoatom_iff f, hf]
simp [-OrderIso.isCoatom_iff, Submodule.map_comap_subtype, inf_eq_right.2 hAB]
#align covby_iff_quot_is_simple covBy_iff_quot_is_simple
namespace IsSimpleModule
@[simp]
theorem isAtom [IsSimpleModule R m] : IsAtom m :=
isSimpleModule_iff_isAtom.1 ‹_›
#align is_simple_module.is_atom IsSimpleModule.isAtom
variable [IsSimpleModule R M] (R)
open LinearMap
theorem span_singleton_eq_top {m : M} (hm : m ≠ 0) : Submodule.span R {m} = ⊤ :=
(eq_bot_or_eq_top _).resolve_left fun h ↦ hm (h.le <| Submodule.mem_span_singleton_self m)
instance (S : Submodule R M) : S.IsPrincipal where
principal' := by
obtain rfl | rfl := eq_bot_or_eq_top S
· exact ⟨0, Submodule.span_zero.symm⟩
have := IsSimpleModule.nontrivial R M
have ⟨m, hm⟩ := exists_ne (0 : M)
exact ⟨m, (span_singleton_eq_top R hm).symm⟩
theorem toSpanSingleton_surjective {m : M} (hm : m ≠ 0) :
Function.Surjective (toSpanSingleton R M m) := by
rw [← range_eq_top, ← span_singleton_eq_range, span_singleton_eq_top R hm]
| Mathlib/RingTheory/SimpleModule.lean | 129 | 132 | theorem ker_toSpanSingleton_isMaximal {m : M} (hm : m ≠ 0) :
Ideal.IsMaximal (ker (toSpanSingleton R M m)) := by |
rw [Ideal.isMaximal_def, ← isSimpleModule_iff_isCoatom]
exact congr (quotKerEquivOfSurjective _ <| toSpanSingleton_surjective R hm)
| 1,700 |
import Mathlib.Algebra.MonoidAlgebra.Basic
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.RingTheory.SimpleModule
#align_import representation_theory.maschke from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a"
universe u v w
noncomputable section
open Module MonoidAlgebra
namespace LinearMap
-- At first we work with any `[CommRing k]`, and add the assumption that
-- `[Invertible (Fintype.card G : k)]` when it is required.
variable {k : Type u} [CommRing k] {G : Type u} [Group G]
variable {V : Type v} [AddCommGroup V] [Module k V] [Module (MonoidAlgebra k G) V]
variable [IsScalarTower k (MonoidAlgebra k G) V]
variable {W : Type w} [AddCommGroup W] [Module k W] [Module (MonoidAlgebra k G) W]
variable [IsScalarTower k (MonoidAlgebra k G) W]
variable (π : W →ₗ[k] V)
def conjugate (g : G) : W →ₗ[k] V :=
.comp (.comp (GroupSMul.linearMap k V g⁻¹) π) (GroupSMul.linearMap k W g)
#align linear_map.conjugate LinearMap.conjugate
theorem conjugate_apply (g : G) (v : W) :
π.conjugate g v = MonoidAlgebra.single g⁻¹ (1 : k) • π (MonoidAlgebra.single g (1 : k) • v) :=
rfl
variable (i : V →ₗ[MonoidAlgebra k G] W) (h : ∀ v : V, (π : W → V) (i v) = v)
section
| Mathlib/RepresentationTheory/Maschke.lean | 81 | 83 | theorem conjugate_i (g : G) (v : V) : (conjugate π g : W → V) (i v) = v := by |
rw [conjugate_apply, ← i.map_smul, h, ← mul_smul, single_mul_single, mul_one, mul_left_inv,
← one_def, one_smul]
| 1,701 |
import Mathlib.Algebra.MonoidAlgebra.Basic
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.RingTheory.SimpleModule
#align_import representation_theory.maschke from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a"
universe u v w
noncomputable section
open Module MonoidAlgebra
namespace LinearMap
-- At first we work with any `[CommRing k]`, and add the assumption that
-- `[Invertible (Fintype.card G : k)]` when it is required.
variable {k : Type u} [CommRing k] {G : Type u} [Group G]
variable {V : Type v} [AddCommGroup V] [Module k V] [Module (MonoidAlgebra k G) V]
variable [IsScalarTower k (MonoidAlgebra k G) V]
variable {W : Type w} [AddCommGroup W] [Module k W] [Module (MonoidAlgebra k G) W]
variable [IsScalarTower k (MonoidAlgebra k G) W]
variable (π : W →ₗ[k] V)
def conjugate (g : G) : W →ₗ[k] V :=
.comp (.comp (GroupSMul.linearMap k V g⁻¹) π) (GroupSMul.linearMap k W g)
#align linear_map.conjugate LinearMap.conjugate
theorem conjugate_apply (g : G) (v : W) :
π.conjugate g v = MonoidAlgebra.single g⁻¹ (1 : k) • π (MonoidAlgebra.single g (1 : k) • v) :=
rfl
variable (i : V →ₗ[MonoidAlgebra k G] W) (h : ∀ v : V, (π : W → V) (i v) = v)
section
theorem conjugate_i (g : G) (v : V) : (conjugate π g : W → V) (i v) = v := by
rw [conjugate_apply, ← i.map_smul, h, ← mul_smul, single_mul_single, mul_one, mul_left_inv,
← one_def, one_smul]
#align linear_map.conjugate_i LinearMap.conjugate_i
end
variable (G) [Fintype G]
def sumOfConjugates : W →ₗ[k] V :=
∑ g : G, π.conjugate g
#align linear_map.sum_of_conjugates LinearMap.sumOfConjugates
lemma sumOfConjugates_apply (v : W) : π.sumOfConjugates G v = ∑ g : G, π.conjugate g v :=
LinearMap.sum_apply _ _ _
def sumOfConjugatesEquivariant : W →ₗ[MonoidAlgebra k G] V :=
MonoidAlgebra.equivariantOfLinearOfComm (π.sumOfConjugates G) fun g v => by
simp only [sumOfConjugates_apply, Finset.smul_sum, conjugate_apply]
refine Fintype.sum_bijective (· * g) (Group.mulRight_bijective g) _ _ fun i ↦ ?_
simp only [smul_smul, single_mul_single, mul_inv_rev, mul_inv_cancel_left, one_mul]
#align linear_map.sum_of_conjugates_equivariant LinearMap.sumOfConjugatesEquivariant
theorem sumOfConjugatesEquivariant_apply (v : W) :
π.sumOfConjugatesEquivariant G v = ∑ g : G, π.conjugate g v :=
π.sumOfConjugates_apply G v
section
variable [Invertible (Fintype.card G : k)]
def equivariantProjection : W →ₗ[MonoidAlgebra k G] V :=
⅟(Fintype.card G : k) • π.sumOfConjugatesEquivariant G
#align linear_map.equivariant_projection LinearMap.equivariantProjection
| Mathlib/RepresentationTheory/Maschke.lean | 125 | 127 | theorem equivariantProjection_apply (v : W) :
π.equivariantProjection G v = ⅟(Fintype.card G : k) • ∑ g : G, π.conjugate g v := by |
simp only [equivariantProjection, smul_apply, sumOfConjugatesEquivariant_apply]
| 1,701 |
import Mathlib.Algebra.MonoidAlgebra.Basic
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.RingTheory.SimpleModule
#align_import representation_theory.maschke from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a"
universe u v w
noncomputable section
open Module MonoidAlgebra
namespace LinearMap
-- At first we work with any `[CommRing k]`, and add the assumption that
-- `[Invertible (Fintype.card G : k)]` when it is required.
variable {k : Type u} [CommRing k] {G : Type u} [Group G]
variable {V : Type v} [AddCommGroup V] [Module k V] [Module (MonoidAlgebra k G) V]
variable [IsScalarTower k (MonoidAlgebra k G) V]
variable {W : Type w} [AddCommGroup W] [Module k W] [Module (MonoidAlgebra k G) W]
variable [IsScalarTower k (MonoidAlgebra k G) W]
variable (π : W →ₗ[k] V)
def conjugate (g : G) : W →ₗ[k] V :=
.comp (.comp (GroupSMul.linearMap k V g⁻¹) π) (GroupSMul.linearMap k W g)
#align linear_map.conjugate LinearMap.conjugate
theorem conjugate_apply (g : G) (v : W) :
π.conjugate g v = MonoidAlgebra.single g⁻¹ (1 : k) • π (MonoidAlgebra.single g (1 : k) • v) :=
rfl
variable (i : V →ₗ[MonoidAlgebra k G] W) (h : ∀ v : V, (π : W → V) (i v) = v)
section
theorem conjugate_i (g : G) (v : V) : (conjugate π g : W → V) (i v) = v := by
rw [conjugate_apply, ← i.map_smul, h, ← mul_smul, single_mul_single, mul_one, mul_left_inv,
← one_def, one_smul]
#align linear_map.conjugate_i LinearMap.conjugate_i
end
variable (G) [Fintype G]
def sumOfConjugates : W →ₗ[k] V :=
∑ g : G, π.conjugate g
#align linear_map.sum_of_conjugates LinearMap.sumOfConjugates
lemma sumOfConjugates_apply (v : W) : π.sumOfConjugates G v = ∑ g : G, π.conjugate g v :=
LinearMap.sum_apply _ _ _
def sumOfConjugatesEquivariant : W →ₗ[MonoidAlgebra k G] V :=
MonoidAlgebra.equivariantOfLinearOfComm (π.sumOfConjugates G) fun g v => by
simp only [sumOfConjugates_apply, Finset.smul_sum, conjugate_apply]
refine Fintype.sum_bijective (· * g) (Group.mulRight_bijective g) _ _ fun i ↦ ?_
simp only [smul_smul, single_mul_single, mul_inv_rev, mul_inv_cancel_left, one_mul]
#align linear_map.sum_of_conjugates_equivariant LinearMap.sumOfConjugatesEquivariant
theorem sumOfConjugatesEquivariant_apply (v : W) :
π.sumOfConjugatesEquivariant G v = ∑ g : G, π.conjugate g v :=
π.sumOfConjugates_apply G v
section
variable [Invertible (Fintype.card G : k)]
def equivariantProjection : W →ₗ[MonoidAlgebra k G] V :=
⅟(Fintype.card G : k) • π.sumOfConjugatesEquivariant G
#align linear_map.equivariant_projection LinearMap.equivariantProjection
theorem equivariantProjection_apply (v : W) :
π.equivariantProjection G v = ⅟(Fintype.card G : k) • ∑ g : G, π.conjugate g v := by
simp only [equivariantProjection, smul_apply, sumOfConjugatesEquivariant_apply]
| Mathlib/RepresentationTheory/Maschke.lean | 129 | 133 | theorem equivariantProjection_condition (v : V) : (π.equivariantProjection G) (i v) = v := by |
rw [equivariantProjection_apply]
simp only [conjugate_i π i h]
rw [Finset.sum_const, Finset.card_univ, nsmul_eq_smul_cast k, smul_smul,
Invertible.invOf_mul_self, one_smul]
| 1,701 |
import Mathlib.RingTheory.SimpleModule
import Mathlib.Topology.Algebra.Module.Basic
#align_import topology.algebra.module.simple from "leanprover-community/mathlib"@"f430769b562e0cedef59ee1ed968d67e0e0c86ba"
universe u v w
variable {R : Type u} {M : Type v} {N : Type w} [Ring R] [TopologicalSpace R] [TopologicalSpace M]
[AddCommGroup M] [AddCommGroup N] [Module R M] [ContinuousSMul R M] [Module R N] [ContinuousAdd M]
[IsSimpleModule R N]
| Mathlib/Topology/Algebra/Module/Simple.lean | 28 | 34 | theorem LinearMap.isClosed_or_dense_ker (l : M →ₗ[R] N) :
IsClosed (LinearMap.ker l : Set M) ∨ Dense (LinearMap.ker l : Set M) := by |
rcases l.surjective_or_eq_zero with (hl | rfl)
· exact l.ker.isClosed_or_dense_of_isCoatom (LinearMap.isCoatom_ker_of_surjective hl)
· rw [LinearMap.ker_zero]
left
exact isClosed_univ
| 1,702 |
import Mathlib.LinearAlgebra.Dimension.DivisionRing
import Mathlib.LinearAlgebra.Dimension.FreeAndStrongRankCondition
noncomputable section
universe u v v' v''
variable {K : Type u} {V V₁ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
open Cardinal Basis Submodule Function Set
namespace LinearMap
section Ring
variable [Ring K] [AddCommGroup V] [Module K V] [AddCommGroup V₁] [Module K V₁]
variable [AddCommGroup V'] [Module K V']
abbrev rank (f : V →ₗ[K] V') : Cardinal :=
Module.rank K (LinearMap.range f)
#align linear_map.rank LinearMap.rank
theorem rank_le_range (f : V →ₗ[K] V') : rank f ≤ Module.rank K V' :=
rank_submodule_le _
#align linear_map.rank_le_range LinearMap.rank_le_range
theorem rank_le_domain (f : V →ₗ[K] V₁) : rank f ≤ Module.rank K V :=
rank_range_le _
#align linear_map.rank_le_domain LinearMap.rank_le_domain
@[simp]
| Mathlib/LinearAlgebra/Dimension/LinearMap.lean | 46 | 47 | theorem rank_zero [Nontrivial K] : rank (0 : V →ₗ[K] V') = 0 := by |
rw [rank, LinearMap.range_zero, rank_bot]
| 1,703 |
import Mathlib.LinearAlgebra.Dimension.DivisionRing
import Mathlib.LinearAlgebra.Dimension.FreeAndStrongRankCondition
noncomputable section
universe u v v' v''
variable {K : Type u} {V V₁ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
open Cardinal Basis Submodule Function Set
namespace LinearMap
section Ring
variable [Ring K] [AddCommGroup V] [Module K V] [AddCommGroup V₁] [Module K V₁]
variable [AddCommGroup V'] [Module K V']
abbrev rank (f : V →ₗ[K] V') : Cardinal :=
Module.rank K (LinearMap.range f)
#align linear_map.rank LinearMap.rank
theorem rank_le_range (f : V →ₗ[K] V') : rank f ≤ Module.rank K V' :=
rank_submodule_le _
#align linear_map.rank_le_range LinearMap.rank_le_range
theorem rank_le_domain (f : V →ₗ[K] V₁) : rank f ≤ Module.rank K V :=
rank_range_le _
#align linear_map.rank_le_domain LinearMap.rank_le_domain
@[simp]
theorem rank_zero [Nontrivial K] : rank (0 : V →ₗ[K] V') = 0 := by
rw [rank, LinearMap.range_zero, rank_bot]
#align linear_map.rank_zero LinearMap.rank_zero
variable [AddCommGroup V''] [Module K V'']
| Mathlib/LinearAlgebra/Dimension/LinearMap.lean | 52 | 55 | theorem rank_comp_le_left (g : V →ₗ[K] V') (f : V' →ₗ[K] V'') : rank (f.comp g) ≤ rank f := by |
refine rank_le_of_submodule _ _ ?_
rw [LinearMap.range_comp]
exact LinearMap.map_le_range
| 1,703 |
import Mathlib.LinearAlgebra.Dimension.DivisionRing
import Mathlib.LinearAlgebra.Dimension.FreeAndStrongRankCondition
noncomputable section
universe u v v' v''
variable {K : Type u} {V V₁ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
open Cardinal Basis Submodule Function Set
namespace LinearMap
section Ring
variable [Ring K] [AddCommGroup V] [Module K V] [AddCommGroup V₁] [Module K V₁]
variable [AddCommGroup V'] [Module K V']
abbrev rank (f : V →ₗ[K] V') : Cardinal :=
Module.rank K (LinearMap.range f)
#align linear_map.rank LinearMap.rank
theorem rank_le_range (f : V →ₗ[K] V') : rank f ≤ Module.rank K V' :=
rank_submodule_le _
#align linear_map.rank_le_range LinearMap.rank_le_range
theorem rank_le_domain (f : V →ₗ[K] V₁) : rank f ≤ Module.rank K V :=
rank_range_le _
#align linear_map.rank_le_domain LinearMap.rank_le_domain
@[simp]
theorem rank_zero [Nontrivial K] : rank (0 : V →ₗ[K] V') = 0 := by
rw [rank, LinearMap.range_zero, rank_bot]
#align linear_map.rank_zero LinearMap.rank_zero
variable [AddCommGroup V''] [Module K V'']
theorem rank_comp_le_left (g : V →ₗ[K] V') (f : V' →ₗ[K] V'') : rank (f.comp g) ≤ rank f := by
refine rank_le_of_submodule _ _ ?_
rw [LinearMap.range_comp]
exact LinearMap.map_le_range
#align linear_map.rank_comp_le_left LinearMap.rank_comp_le_left
| Mathlib/LinearAlgebra/Dimension/LinearMap.lean | 58 | 60 | theorem lift_rank_comp_le_right (g : V →ₗ[K] V') (f : V' →ₗ[K] V'') :
Cardinal.lift.{v'} (rank (f.comp g)) ≤ Cardinal.lift.{v''} (rank g) := by |
rw [rank, rank, LinearMap.range_comp]; exact lift_rank_map_le _ _
| 1,703 |
import Mathlib.LinearAlgebra.Dimension.DivisionRing
import Mathlib.LinearAlgebra.Dimension.FreeAndStrongRankCondition
noncomputable section
universe u v v' v''
variable {K : Type u} {V V₁ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
open Cardinal Basis Submodule Function Set
namespace LinearMap
section Ring
variable [Ring K] [AddCommGroup V] [Module K V] [AddCommGroup V₁] [Module K V₁]
variable [AddCommGroup V'] [Module K V']
abbrev rank (f : V →ₗ[K] V') : Cardinal :=
Module.rank K (LinearMap.range f)
#align linear_map.rank LinearMap.rank
theorem rank_le_range (f : V →ₗ[K] V') : rank f ≤ Module.rank K V' :=
rank_submodule_le _
#align linear_map.rank_le_range LinearMap.rank_le_range
theorem rank_le_domain (f : V →ₗ[K] V₁) : rank f ≤ Module.rank K V :=
rank_range_le _
#align linear_map.rank_le_domain LinearMap.rank_le_domain
@[simp]
theorem rank_zero [Nontrivial K] : rank (0 : V →ₗ[K] V') = 0 := by
rw [rank, LinearMap.range_zero, rank_bot]
#align linear_map.rank_zero LinearMap.rank_zero
variable [AddCommGroup V''] [Module K V'']
theorem rank_comp_le_left (g : V →ₗ[K] V') (f : V' →ₗ[K] V'') : rank (f.comp g) ≤ rank f := by
refine rank_le_of_submodule _ _ ?_
rw [LinearMap.range_comp]
exact LinearMap.map_le_range
#align linear_map.rank_comp_le_left LinearMap.rank_comp_le_left
theorem lift_rank_comp_le_right (g : V →ₗ[K] V') (f : V' →ₗ[K] V'') :
Cardinal.lift.{v'} (rank (f.comp g)) ≤ Cardinal.lift.{v''} (rank g) := by
rw [rank, rank, LinearMap.range_comp]; exact lift_rank_map_le _ _
#align linear_map.lift_rank_comp_le_right LinearMap.lift_rank_comp_le_right
theorem lift_rank_comp_le (g : V →ₗ[K] V') (f : V' →ₗ[K] V'') :
Cardinal.lift.{v'} (rank (f.comp g)) ≤
min (Cardinal.lift.{v'} (rank f)) (Cardinal.lift.{v''} (rank g)) :=
le_min (Cardinal.lift_le.mpr <| rank_comp_le_left _ _) (lift_rank_comp_le_right _ _)
#align linear_map.lift_rank_comp_le LinearMap.lift_rank_comp_le
variable [AddCommGroup V'₁] [Module K V'₁]
| Mathlib/LinearAlgebra/Dimension/LinearMap.lean | 72 | 73 | theorem rank_comp_le_right (g : V →ₗ[K] V') (f : V' →ₗ[K] V'₁) : rank (f.comp g) ≤ rank g := by |
simpa only [Cardinal.lift_id] using lift_rank_comp_le_right g f
| 1,703 |
import Mathlib.LinearAlgebra.Dimension.DivisionRing
import Mathlib.LinearAlgebra.Dimension.FreeAndStrongRankCondition
noncomputable section
universe u v v' v''
variable {K : Type u} {V V₁ : Type v} {V' V'₁ : Type v'} {V'' : Type v''}
open Cardinal Basis Submodule Function Set
namespace LinearMap
section Ring
variable [Ring K] [AddCommGroup V] [Module K V] [AddCommGroup V₁] [Module K V₁]
variable [AddCommGroup V'] [Module K V']
abbrev rank (f : V →ₗ[K] V') : Cardinal :=
Module.rank K (LinearMap.range f)
#align linear_map.rank LinearMap.rank
theorem rank_le_range (f : V →ₗ[K] V') : rank f ≤ Module.rank K V' :=
rank_submodule_le _
#align linear_map.rank_le_range LinearMap.rank_le_range
theorem rank_le_domain (f : V →ₗ[K] V₁) : rank f ≤ Module.rank K V :=
rank_range_le _
#align linear_map.rank_le_domain LinearMap.rank_le_domain
@[simp]
theorem rank_zero [Nontrivial K] : rank (0 : V →ₗ[K] V') = 0 := by
rw [rank, LinearMap.range_zero, rank_bot]
#align linear_map.rank_zero LinearMap.rank_zero
variable [AddCommGroup V''] [Module K V'']
theorem rank_comp_le_left (g : V →ₗ[K] V') (f : V' →ₗ[K] V'') : rank (f.comp g) ≤ rank f := by
refine rank_le_of_submodule _ _ ?_
rw [LinearMap.range_comp]
exact LinearMap.map_le_range
#align linear_map.rank_comp_le_left LinearMap.rank_comp_le_left
theorem lift_rank_comp_le_right (g : V →ₗ[K] V') (f : V' →ₗ[K] V'') :
Cardinal.lift.{v'} (rank (f.comp g)) ≤ Cardinal.lift.{v''} (rank g) := by
rw [rank, rank, LinearMap.range_comp]; exact lift_rank_map_le _ _
#align linear_map.lift_rank_comp_le_right LinearMap.lift_rank_comp_le_right
theorem lift_rank_comp_le (g : V →ₗ[K] V') (f : V' →ₗ[K] V'') :
Cardinal.lift.{v'} (rank (f.comp g)) ≤
min (Cardinal.lift.{v'} (rank f)) (Cardinal.lift.{v''} (rank g)) :=
le_min (Cardinal.lift_le.mpr <| rank_comp_le_left _ _) (lift_rank_comp_le_right _ _)
#align linear_map.lift_rank_comp_le LinearMap.lift_rank_comp_le
variable [AddCommGroup V'₁] [Module K V'₁]
theorem rank_comp_le_right (g : V →ₗ[K] V') (f : V' →ₗ[K] V'₁) : rank (f.comp g) ≤ rank g := by
simpa only [Cardinal.lift_id] using lift_rank_comp_le_right g f
#align linear_map.rank_comp_le_right LinearMap.rank_comp_le_right
| Mathlib/LinearAlgebra/Dimension/LinearMap.lean | 79 | 81 | theorem rank_comp_le (g : V →ₗ[K] V') (f : V' →ₗ[K] V'₁) :
rank (f.comp g) ≤ min (rank f) (rank g) := by |
simpa only [Cardinal.lift_id] using lift_rank_comp_le g f
| 1,703 |
import Mathlib.LinearAlgebra.Dimension.LinearMap
import Mathlib.LinearAlgebra.FreeModule.StrongRankCondition
#align_import linear_algebra.free_module.finite.matrix from "leanprover-community/mathlib"@"b1c23399f01266afe392a0d8f71f599a0dad4f7b"
universe u u' v w
variable (R : Type u) (S : Type u') (M : Type v) (N : Type w)
open Module.Free (chooseBasis ChooseBasisIndex)
open FiniteDimensional (finrank)
section Ring
variable [Ring R] [Ring S] [AddCommGroup M] [Module R M] [Module.Free R M] [Module.Finite R M]
variable [AddCommGroup N] [Module R N] [Module S N] [SMulCommClass R S N]
private noncomputable def linearMapEquivFun : (M →ₗ[R] N) ≃ₗ[S] ChooseBasisIndex R M → N :=
(chooseBasis R M).repr.congrLeft N S ≪≫ₗ (Finsupp.lsum S).symm ≪≫ₗ
LinearEquiv.piCongrRight fun _ ↦ LinearMap.ringLmapEquivSelf R S N
instance Module.Free.linearMap [Module.Free S N] : Module.Free S (M →ₗ[R] N) :=
Module.Free.of_equiv (linearMapEquivFun R S M N).symm
#align module.free.linear_map Module.Free.linearMap
instance Module.Finite.linearMap [Module.Finite S N] : Module.Finite S (M →ₗ[R] N) :=
Module.Finite.equiv (linearMapEquivFun R S M N).symm
#align module.finite.linear_map Module.Finite.linearMap
variable [StrongRankCondition R] [StrongRankCondition S] [Module.Free S N]
open Cardinal
| Mathlib/LinearAlgebra/FreeModule/Finite/Matrix.lean | 53 | 56 | theorem FiniteDimensional.rank_linearMap :
Module.rank S (M →ₗ[R] N) = lift.{w} (Module.rank R M) * lift.{v} (Module.rank S N) := by |
rw [(linearMapEquivFun R S M N).rank_eq, rank_fun_eq_lift_mul,
← finrank_eq_card_chooseBasisIndex, ← finrank_eq_rank R, lift_natCast]
| 1,704 |
import Mathlib.LinearAlgebra.Dimension.LinearMap
import Mathlib.LinearAlgebra.FreeModule.StrongRankCondition
#align_import linear_algebra.free_module.finite.matrix from "leanprover-community/mathlib"@"b1c23399f01266afe392a0d8f71f599a0dad4f7b"
universe u u' v w
variable (R : Type u) (S : Type u') (M : Type v) (N : Type w)
open Module.Free (chooseBasis ChooseBasisIndex)
open FiniteDimensional (finrank)
section Ring
variable [Ring R] [Ring S] [AddCommGroup M] [Module R M] [Module.Free R M] [Module.Finite R M]
variable [AddCommGroup N] [Module R N] [Module S N] [SMulCommClass R S N]
private noncomputable def linearMapEquivFun : (M →ₗ[R] N) ≃ₗ[S] ChooseBasisIndex R M → N :=
(chooseBasis R M).repr.congrLeft N S ≪≫ₗ (Finsupp.lsum S).symm ≪≫ₗ
LinearEquiv.piCongrRight fun _ ↦ LinearMap.ringLmapEquivSelf R S N
instance Module.Free.linearMap [Module.Free S N] : Module.Free S (M →ₗ[R] N) :=
Module.Free.of_equiv (linearMapEquivFun R S M N).symm
#align module.free.linear_map Module.Free.linearMap
instance Module.Finite.linearMap [Module.Finite S N] : Module.Finite S (M →ₗ[R] N) :=
Module.Finite.equiv (linearMapEquivFun R S M N).symm
#align module.finite.linear_map Module.Finite.linearMap
variable [StrongRankCondition R] [StrongRankCondition S] [Module.Free S N]
open Cardinal
theorem FiniteDimensional.rank_linearMap :
Module.rank S (M →ₗ[R] N) = lift.{w} (Module.rank R M) * lift.{v} (Module.rank S N) := by
rw [(linearMapEquivFun R S M N).rank_eq, rank_fun_eq_lift_mul,
← finrank_eq_card_chooseBasisIndex, ← finrank_eq_rank R, lift_natCast]
| Mathlib/LinearAlgebra/FreeModule/Finite/Matrix.lean | 59 | 61 | theorem FiniteDimensional.finrank_linearMap :
finrank S (M →ₗ[R] N) = finrank R M * finrank S N := by |
simp_rw [finrank, rank_linearMap, toNat_mul, toNat_lift]
| 1,704 |
import Mathlib.LinearAlgebra.Dimension.LinearMap
import Mathlib.LinearAlgebra.FreeModule.StrongRankCondition
#align_import linear_algebra.free_module.finite.matrix from "leanprover-community/mathlib"@"b1c23399f01266afe392a0d8f71f599a0dad4f7b"
universe u u' v w
variable (R : Type u) (S : Type u') (M : Type v) (N : Type w)
open Module.Free (chooseBasis ChooseBasisIndex)
open FiniteDimensional (finrank)
section Ring
variable [Ring R] [Ring S] [AddCommGroup M] [Module R M] [Module.Free R M] [Module.Finite R M]
variable [AddCommGroup N] [Module R N] [Module S N] [SMulCommClass R S N]
private noncomputable def linearMapEquivFun : (M →ₗ[R] N) ≃ₗ[S] ChooseBasisIndex R M → N :=
(chooseBasis R M).repr.congrLeft N S ≪≫ₗ (Finsupp.lsum S).symm ≪≫ₗ
LinearEquiv.piCongrRight fun _ ↦ LinearMap.ringLmapEquivSelf R S N
instance Module.Free.linearMap [Module.Free S N] : Module.Free S (M →ₗ[R] N) :=
Module.Free.of_equiv (linearMapEquivFun R S M N).symm
#align module.free.linear_map Module.Free.linearMap
instance Module.Finite.linearMap [Module.Finite S N] : Module.Finite S (M →ₗ[R] N) :=
Module.Finite.equiv (linearMapEquivFun R S M N).symm
#align module.finite.linear_map Module.Finite.linearMap
variable [StrongRankCondition R] [StrongRankCondition S] [Module.Free S N]
open Cardinal
theorem FiniteDimensional.rank_linearMap :
Module.rank S (M →ₗ[R] N) = lift.{w} (Module.rank R M) * lift.{v} (Module.rank S N) := by
rw [(linearMapEquivFun R S M N).rank_eq, rank_fun_eq_lift_mul,
← finrank_eq_card_chooseBasisIndex, ← finrank_eq_rank R, lift_natCast]
theorem FiniteDimensional.finrank_linearMap :
finrank S (M →ₗ[R] N) = finrank R M * finrank S N := by
simp_rw [finrank, rank_linearMap, toNat_mul, toNat_lift]
#align finite_dimensional.finrank_linear_map FiniteDimensional.finrank_linearMap
variable [Module R S] [SMulCommClass R S S]
| Mathlib/LinearAlgebra/FreeModule/Finite/Matrix.lean | 66 | 68 | theorem FiniteDimensional.rank_linearMap_self :
Module.rank S (M →ₗ[R] S) = lift.{u'} (Module.rank R M) := by |
rw [rank_linearMap, rank_self, lift_one, mul_one]
| 1,704 |
import Mathlib.LinearAlgebra.Dimension.LinearMap
import Mathlib.LinearAlgebra.FreeModule.StrongRankCondition
#align_import linear_algebra.free_module.finite.matrix from "leanprover-community/mathlib"@"b1c23399f01266afe392a0d8f71f599a0dad4f7b"
universe u u' v w
variable (R : Type u) (S : Type u') (M : Type v) (N : Type w)
open Module.Free (chooseBasis ChooseBasisIndex)
open FiniteDimensional (finrank)
section Ring
variable [Ring R] [Ring S] [AddCommGroup M] [Module R M] [Module.Free R M] [Module.Finite R M]
variable [AddCommGroup N] [Module R N] [Module S N] [SMulCommClass R S N]
private noncomputable def linearMapEquivFun : (M →ₗ[R] N) ≃ₗ[S] ChooseBasisIndex R M → N :=
(chooseBasis R M).repr.congrLeft N S ≪≫ₗ (Finsupp.lsum S).symm ≪≫ₗ
LinearEquiv.piCongrRight fun _ ↦ LinearMap.ringLmapEquivSelf R S N
instance Module.Free.linearMap [Module.Free S N] : Module.Free S (M →ₗ[R] N) :=
Module.Free.of_equiv (linearMapEquivFun R S M N).symm
#align module.free.linear_map Module.Free.linearMap
instance Module.Finite.linearMap [Module.Finite S N] : Module.Finite S (M →ₗ[R] N) :=
Module.Finite.equiv (linearMapEquivFun R S M N).symm
#align module.finite.linear_map Module.Finite.linearMap
variable [StrongRankCondition R] [StrongRankCondition S] [Module.Free S N]
open Cardinal
theorem FiniteDimensional.rank_linearMap :
Module.rank S (M →ₗ[R] N) = lift.{w} (Module.rank R M) * lift.{v} (Module.rank S N) := by
rw [(linearMapEquivFun R S M N).rank_eq, rank_fun_eq_lift_mul,
← finrank_eq_card_chooseBasisIndex, ← finrank_eq_rank R, lift_natCast]
theorem FiniteDimensional.finrank_linearMap :
finrank S (M →ₗ[R] N) = finrank R M * finrank S N := by
simp_rw [finrank, rank_linearMap, toNat_mul, toNat_lift]
#align finite_dimensional.finrank_linear_map FiniteDimensional.finrank_linearMap
variable [Module R S] [SMulCommClass R S S]
theorem FiniteDimensional.rank_linearMap_self :
Module.rank S (M →ₗ[R] S) = lift.{u'} (Module.rank R M) := by
rw [rank_linearMap, rank_self, lift_one, mul_one]
| Mathlib/LinearAlgebra/FreeModule/Finite/Matrix.lean | 70 | 71 | theorem FiniteDimensional.finrank_linearMap_self : finrank S (M →ₗ[R] S) = finrank R M := by |
rw [finrank_linearMap, finrank_self, mul_one]
| 1,704 |
import Mathlib.LinearAlgebra.Dimension.LinearMap
import Mathlib.LinearAlgebra.FreeModule.StrongRankCondition
#align_import linear_algebra.free_module.finite.matrix from "leanprover-community/mathlib"@"b1c23399f01266afe392a0d8f71f599a0dad4f7b"
universe u u' v w
variable (R : Type u) (S : Type u') (M : Type v) (N : Type w)
open Module.Free (chooseBasis ChooseBasisIndex)
open FiniteDimensional (finrank)
| Mathlib/LinearAlgebra/FreeModule/Finite/Matrix.lean | 113 | 119 | theorem Matrix.rank_vecMulVec {K m n : Type u} [CommRing K] [Fintype n]
[DecidableEq n] (w : m → K) (v : n → K) : (Matrix.vecMulVec w v).toLin'.rank ≤ 1 := by |
nontriviality K
rw [Matrix.vecMulVec_eq, Matrix.toLin'_mul]
refine le_trans (LinearMap.rank_comp_le_left _ _) ?_
refine (LinearMap.rank_le_domain _).trans_eq ?_
rw [rank_fun', Fintype.card_unit, Nat.cast_one]
| 1,704 |
import Mathlib.Algebra.Module.Submodule.Localization
import Mathlib.LinearAlgebra.Dimension.DivisionRing
import Mathlib.RingTheory.Localization.FractionRing
import Mathlib.RingTheory.OreLocalization.OreSet
open Cardinal nonZeroDivisors
section CommRing
universe u u' v v'
variable {R : Type u} (S : Type u') {M : Type v} {N : Type v'}
variable [CommRing R] [CommRing S] [AddCommGroup M] [AddCommGroup N]
variable [Module R M] [Module R N] [Algebra R S] [Module S N] [IsScalarTower R S N]
variable (p : Submonoid R) [IsLocalization p S] (f : M →ₗ[R] N) [IsLocalizedModule p f]
variable (hp : p ≤ R⁰)
variable {S} in
lemma IsLocalizedModule.linearIndependent_lift {ι} {v : ι → N} (hf : LinearIndependent S v) :
∃ w : ι → M, LinearIndependent R w := by
choose sec hsec using IsLocalizedModule.surj p f
use fun i ↦ (sec (v i)).1
rw [linearIndependent_iff'] at hf ⊢
intro t g hg i hit
apply hp (sec (v i)).2.prop
apply IsLocalization.injective S hp
rw [map_zero]
refine hf t (fun i ↦ algebraMap R S (g i * (sec (v i)).2)) ?_ _ hit
simp only [map_mul, mul_smul, algebraMap_smul, ← Submonoid.smul_def,
hsec, ← map_smul, ← map_sum, hg, map_zero]
lemma IsLocalizedModule.lift_rank_eq :
Cardinal.lift.{v} (Module.rank S N) = Cardinal.lift.{v'} (Module.rank R M) := by
cases' subsingleton_or_nontrivial R
· have := (algebraMap R S).codomain_trivial; simp only [rank_subsingleton, lift_one]
have := (IsLocalization.injective S hp).nontrivial
apply le_antisymm
· rw [Module.rank_def, lift_iSup (bddAbove_range.{v', v'} _)]
apply ciSup_le'
intro ⟨s, hs⟩
exact (IsLocalizedModule.linearIndependent_lift p f hp hs).choose_spec.cardinal_lift_le_rank
· rw [Module.rank_def, lift_iSup (bddAbove_range.{v, v} _)]
apply ciSup_le'
intro ⟨s, hs⟩
choose sec hsec using IsLocalization.surj p (S := S)
refine LinearIndependent.cardinal_lift_le_rank (ι := s) (v := fun i ↦ f i) ?_
rw [linearIndependent_iff'] at hs ⊢
intro t g hg i hit
apply (IsLocalization.map_units S (sec (g i)).2).mul_left_injective
classical
let u := fun (i : s) ↦ (t.erase i).prod (fun j ↦ (sec (g j)).2)
have : f (t.sum fun i ↦ u i • (sec (g i)).1 • i) = f 0 := by
convert congr_arg (t.prod (fun j ↦ (sec (g j)).2) • ·) hg
· simp only [map_sum, map_smul, Submonoid.smul_def, Finset.smul_sum]
apply Finset.sum_congr rfl
intro j hj
simp only [u, ← @IsScalarTower.algebraMap_smul R S N, Submonoid.coe_finset_prod, map_prod]
rw [← hsec, mul_comm (g j), mul_smul, ← mul_smul, Finset.prod_erase_mul (h := hj)]
rw [map_zero, smul_zero]
obtain ⟨c, hc⟩ := IsLocalizedModule.exists_of_eq (S := p) this
simp_rw [smul_zero, Finset.smul_sum, ← mul_smul, Submonoid.smul_def, ← mul_smul, mul_comm] at hc
simp only [hsec, zero_mul, map_eq_zero_iff (algebraMap R S) (IsLocalization.injective S hp)]
apply hp (c * u i).prop
exact hs t _ hc _ hit
lemma IsLocalizedModule.rank_eq {N : Type v} [AddCommGroup N]
[Module R N] [Module S N] [IsScalarTower R S N] (f : M →ₗ[R] N) [IsLocalizedModule p f] :
Module.rank S N = Module.rank R M := by simpa using IsLocalizedModule.lift_rank_eq S p f hp
variable (R M) in
| Mathlib/LinearAlgebra/Dimension/Localization.lean | 85 | 93 | theorem exists_set_linearIndependent_of_isDomain [IsDomain R] :
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val := by |
obtain ⟨w, hw⟩ :=
IsLocalizedModule.linearIndependent_lift R⁰ (LocalizedModule.mkLinearMap R⁰ M) le_rfl
(Module.Free.chooseBasis (FractionRing R) (LocalizedModule R⁰ M)).linearIndependent
refine ⟨Set.range w, ?_, (linearIndependent_subtype_range hw.injective).mpr hw⟩
apply Cardinal.lift_injective.{max u v}
rw [Cardinal.mk_range_eq_of_injective hw.injective, ← Module.Free.rank_eq_card_chooseBasisIndex,
IsLocalizedModule.lift_rank_eq (FractionRing R) R⁰ (LocalizedModule.mkLinearMap R⁰ M) le_rfl]
| 1,705 |
import Mathlib.Algebra.Module.Submodule.Localization
import Mathlib.LinearAlgebra.Dimension.DivisionRing
import Mathlib.RingTheory.Localization.FractionRing
import Mathlib.RingTheory.OreLocalization.OreSet
open Cardinal nonZeroDivisors
section CommRing
universe u u' v v'
variable {R : Type u} (S : Type u') {M : Type v} {N : Type v'}
variable [CommRing R] [CommRing S] [AddCommGroup M] [AddCommGroup N]
variable [Module R M] [Module R N] [Algebra R S] [Module S N] [IsScalarTower R S N]
variable (p : Submonoid R) [IsLocalization p S] (f : M →ₗ[R] N) [IsLocalizedModule p f]
variable (hp : p ≤ R⁰)
variable {S} in
lemma IsLocalizedModule.linearIndependent_lift {ι} {v : ι → N} (hf : LinearIndependent S v) :
∃ w : ι → M, LinearIndependent R w := by
choose sec hsec using IsLocalizedModule.surj p f
use fun i ↦ (sec (v i)).1
rw [linearIndependent_iff'] at hf ⊢
intro t g hg i hit
apply hp (sec (v i)).2.prop
apply IsLocalization.injective S hp
rw [map_zero]
refine hf t (fun i ↦ algebraMap R S (g i * (sec (v i)).2)) ?_ _ hit
simp only [map_mul, mul_smul, algebraMap_smul, ← Submonoid.smul_def,
hsec, ← map_smul, ← map_sum, hg, map_zero]
lemma IsLocalizedModule.lift_rank_eq :
Cardinal.lift.{v} (Module.rank S N) = Cardinal.lift.{v'} (Module.rank R M) := by
cases' subsingleton_or_nontrivial R
· have := (algebraMap R S).codomain_trivial; simp only [rank_subsingleton, lift_one]
have := (IsLocalization.injective S hp).nontrivial
apply le_antisymm
· rw [Module.rank_def, lift_iSup (bddAbove_range.{v', v'} _)]
apply ciSup_le'
intro ⟨s, hs⟩
exact (IsLocalizedModule.linearIndependent_lift p f hp hs).choose_spec.cardinal_lift_le_rank
· rw [Module.rank_def, lift_iSup (bddAbove_range.{v, v} _)]
apply ciSup_le'
intro ⟨s, hs⟩
choose sec hsec using IsLocalization.surj p (S := S)
refine LinearIndependent.cardinal_lift_le_rank (ι := s) (v := fun i ↦ f i) ?_
rw [linearIndependent_iff'] at hs ⊢
intro t g hg i hit
apply (IsLocalization.map_units S (sec (g i)).2).mul_left_injective
classical
let u := fun (i : s) ↦ (t.erase i).prod (fun j ↦ (sec (g j)).2)
have : f (t.sum fun i ↦ u i • (sec (g i)).1 • i) = f 0 := by
convert congr_arg (t.prod (fun j ↦ (sec (g j)).2) • ·) hg
· simp only [map_sum, map_smul, Submonoid.smul_def, Finset.smul_sum]
apply Finset.sum_congr rfl
intro j hj
simp only [u, ← @IsScalarTower.algebraMap_smul R S N, Submonoid.coe_finset_prod, map_prod]
rw [← hsec, mul_comm (g j), mul_smul, ← mul_smul, Finset.prod_erase_mul (h := hj)]
rw [map_zero, smul_zero]
obtain ⟨c, hc⟩ := IsLocalizedModule.exists_of_eq (S := p) this
simp_rw [smul_zero, Finset.smul_sum, ← mul_smul, Submonoid.smul_def, ← mul_smul, mul_comm] at hc
simp only [hsec, zero_mul, map_eq_zero_iff (algebraMap R S) (IsLocalization.injective S hp)]
apply hp (c * u i).prop
exact hs t _ hc _ hit
lemma IsLocalizedModule.rank_eq {N : Type v} [AddCommGroup N]
[Module R N] [Module S N] [IsScalarTower R S N] (f : M →ₗ[R] N) [IsLocalizedModule p f] :
Module.rank S N = Module.rank R M := by simpa using IsLocalizedModule.lift_rank_eq S p f hp
variable (R M) in
theorem exists_set_linearIndependent_of_isDomain [IsDomain R] :
∃ s : Set M, #s = Module.rank R M ∧ LinearIndependent (ι := s) R Subtype.val := by
obtain ⟨w, hw⟩ :=
IsLocalizedModule.linearIndependent_lift R⁰ (LocalizedModule.mkLinearMap R⁰ M) le_rfl
(Module.Free.chooseBasis (FractionRing R) (LocalizedModule R⁰ M)).linearIndependent
refine ⟨Set.range w, ?_, (linearIndependent_subtype_range hw.injective).mpr hw⟩
apply Cardinal.lift_injective.{max u v}
rw [Cardinal.mk_range_eq_of_injective hw.injective, ← Module.Free.rank_eq_card_chooseBasisIndex,
IsLocalizedModule.lift_rank_eq (FractionRing R) R⁰ (LocalizedModule.mkLinearMap R⁰ M) le_rfl]
| Mathlib/LinearAlgebra/Dimension/Localization.lean | 96 | 102 | theorem rank_quotient_add_rank_of_isDomain [IsDomain R] (M' : Submodule R M) :
Module.rank R (M ⧸ M') + Module.rank R M' = Module.rank R M := by |
apply lift_injective.{max u v}
rw [lift_add, ← IsLocalizedModule.lift_rank_eq (FractionRing R) R⁰ (M'.toLocalized R⁰) le_rfl,
← IsLocalizedModule.lift_rank_eq (FractionRing R) R⁰ (LocalizedModule.mkLinearMap R⁰ M) le_rfl,
← IsLocalizedModule.lift_rank_eq (FractionRing R) R⁰ (M'.toLocalizedQuotient R⁰) le_rfl,
← lift_add, rank_quotient_add_rank_of_divisionRing]
| 1,705 |
import Mathlib.Data.Finset.Sort
import Mathlib.Data.Fin.VecNotation
import Mathlib.Data.Sign
import Mathlib.LinearAlgebra.AffineSpace.Combination
import Mathlib.LinearAlgebra.AffineSpace.AffineEquiv
import Mathlib.LinearAlgebra.Basis.VectorSpace
#align_import linear_algebra.affine_space.independent from "leanprover-community/mathlib"@"2de9c37fa71dde2f1c6feff19876dd6a7b1519f0"
noncomputable section
open Finset Function
open scoped Affine
section AffineIndependent
variable (k : Type*) {V : Type*} {P : Type*} [Ring k] [AddCommGroup V] [Module k V]
variable [AffineSpace V P] {ι : Type*}
def AffineIndependent (p : ι → P) : Prop :=
∀ (s : Finset ι) (w : ι → k),
∑ i ∈ s, w i = 0 → s.weightedVSub p w = (0 : V) → ∀ i ∈ s, w i = 0
#align affine_independent AffineIndependent
theorem affineIndependent_def (p : ι → P) :
AffineIndependent k p ↔
∀ (s : Finset ι) (w : ι → k),
∑ i ∈ s, w i = 0 → s.weightedVSub p w = (0 : V) → ∀ i ∈ s, w i = 0 :=
Iff.rfl
#align affine_independent_def affineIndependent_def
theorem affineIndependent_of_subsingleton [Subsingleton ι] (p : ι → P) : AffineIndependent k p :=
fun _ _ h _ i hi => Fintype.eq_of_subsingleton_of_sum_eq h i hi
#align affine_independent_of_subsingleton affineIndependent_of_subsingleton
| Mathlib/LinearAlgebra/AffineSpace/Independent.lean | 72 | 81 | theorem affineIndependent_iff_of_fintype [Fintype ι] (p : ι → P) :
AffineIndependent k p ↔
∀ w : ι → k, ∑ i, w i = 0 → Finset.univ.weightedVSub p w = (0 : V) → ∀ i, w i = 0 := by |
constructor
· exact fun h w hw hs i => h Finset.univ w hw hs i (Finset.mem_univ _)
· intro h s w hw hs i hi
rw [Finset.weightedVSub_indicator_subset _ _ (Finset.subset_univ s)] at hs
rw [← Finset.sum_indicator_subset _ (Finset.subset_univ s)] at hw
replace h := h ((↑s : Set ι).indicator w) hw hs i
simpa [hi] using h
| 1,706 |
import Mathlib.Data.Finset.Sort
import Mathlib.Data.Fin.VecNotation
import Mathlib.Data.Sign
import Mathlib.LinearAlgebra.AffineSpace.Combination
import Mathlib.LinearAlgebra.AffineSpace.AffineEquiv
import Mathlib.LinearAlgebra.Basis.VectorSpace
#align_import linear_algebra.affine_space.independent from "leanprover-community/mathlib"@"2de9c37fa71dde2f1c6feff19876dd6a7b1519f0"
noncomputable section
open Finset Function
open scoped Affine
section AffineIndependent
variable (k : Type*) {V : Type*} {P : Type*} [Ring k] [AddCommGroup V] [Module k V]
variable [AffineSpace V P] {ι : Type*}
def AffineIndependent (p : ι → P) : Prop :=
∀ (s : Finset ι) (w : ι → k),
∑ i ∈ s, w i = 0 → s.weightedVSub p w = (0 : V) → ∀ i ∈ s, w i = 0
#align affine_independent AffineIndependent
theorem affineIndependent_def (p : ι → P) :
AffineIndependent k p ↔
∀ (s : Finset ι) (w : ι → k),
∑ i ∈ s, w i = 0 → s.weightedVSub p w = (0 : V) → ∀ i ∈ s, w i = 0 :=
Iff.rfl
#align affine_independent_def affineIndependent_def
theorem affineIndependent_of_subsingleton [Subsingleton ι] (p : ι → P) : AffineIndependent k p :=
fun _ _ h _ i hi => Fintype.eq_of_subsingleton_of_sum_eq h i hi
#align affine_independent_of_subsingleton affineIndependent_of_subsingleton
theorem affineIndependent_iff_of_fintype [Fintype ι] (p : ι → P) :
AffineIndependent k p ↔
∀ w : ι → k, ∑ i, w i = 0 → Finset.univ.weightedVSub p w = (0 : V) → ∀ i, w i = 0 := by
constructor
· exact fun h w hw hs i => h Finset.univ w hw hs i (Finset.mem_univ _)
· intro h s w hw hs i hi
rw [Finset.weightedVSub_indicator_subset _ _ (Finset.subset_univ s)] at hs
rw [← Finset.sum_indicator_subset _ (Finset.subset_univ s)] at hw
replace h := h ((↑s : Set ι).indicator w) hw hs i
simpa [hi] using h
#align affine_independent_iff_of_fintype affineIndependent_iff_of_fintype
| Mathlib/LinearAlgebra/AffineSpace/Independent.lean | 86 | 134 | theorem affineIndependent_iff_linearIndependent_vsub (p : ι → P) (i1 : ι) :
AffineIndependent k p ↔ LinearIndependent k fun i : { x // x ≠ i1 } => (p i -ᵥ p i1 : V) := by |
classical
constructor
· intro h
rw [linearIndependent_iff']
intro s g hg i hi
set f : ι → k := fun x => if hx : x = i1 then -∑ y ∈ s, g y else g ⟨x, hx⟩ with hfdef
let s2 : Finset ι := insert i1 (s.map (Embedding.subtype _))
have hfg : ∀ x : { x // x ≠ i1 }, g x = f x := by
intro x
rw [hfdef]
dsimp only
erw [dif_neg x.property, Subtype.coe_eta]
rw [hfg]
have hf : ∑ ι ∈ s2, f ι = 0 := by
rw [Finset.sum_insert
(Finset.not_mem_map_subtype_of_not_property s (Classical.not_not.2 rfl)),
Finset.sum_subtype_map_embedding fun x _ => (hfg x).symm]
rw [hfdef]
dsimp only
rw [dif_pos rfl]
exact neg_add_self _
have hs2 : s2.weightedVSub p f = (0 : V) := by
set f2 : ι → V := fun x => f x • (p x -ᵥ p i1) with hf2def
set g2 : { x // x ≠ i1 } → V := fun x => g x • (p x -ᵥ p i1)
have hf2g2 : ∀ x : { x // x ≠ i1 }, f2 x = g2 x := by
simp only [g2, hf2def]
refine fun x => ?_
rw [hfg]
rw [Finset.weightedVSub_eq_weightedVSubOfPoint_of_sum_eq_zero s2 f p hf (p i1),
Finset.weightedVSubOfPoint_insert, Finset.weightedVSubOfPoint_apply,
Finset.sum_subtype_map_embedding fun x _ => hf2g2 x]
exact hg
exact h s2 f hf hs2 i (Finset.mem_insert_of_mem (Finset.mem_map.2 ⟨i, hi, rfl⟩))
· intro h
rw [linearIndependent_iff'] at h
intro s w hw hs i hi
rw [Finset.weightedVSub_eq_weightedVSubOfPoint_of_sum_eq_zero s w p hw (p i1), ←
s.weightedVSubOfPoint_erase w p i1, Finset.weightedVSubOfPoint_apply] at hs
let f : ι → V := fun i => w i • (p i -ᵥ p i1)
have hs2 : (∑ i ∈ (s.erase i1).subtype fun i => i ≠ i1, f i) = 0 := by
rw [← hs]
convert Finset.sum_subtype_of_mem f fun x => Finset.ne_of_mem_erase
have h2 := h ((s.erase i1).subtype fun i => i ≠ i1) (fun x => w x) hs2
simp_rw [Finset.mem_subtype] at h2
have h2b : ∀ i ∈ s, i ≠ i1 → w i = 0 := fun i his hi =>
h2 ⟨i, hi⟩ (Finset.mem_erase_of_ne_of_mem hi his)
exact Finset.eq_zero_of_sum_eq_zero hw h2b i hi
| 1,706 |
import Mathlib.Data.Finset.Sort
import Mathlib.Data.Fin.VecNotation
import Mathlib.Data.Sign
import Mathlib.LinearAlgebra.AffineSpace.Combination
import Mathlib.LinearAlgebra.AffineSpace.AffineEquiv
import Mathlib.LinearAlgebra.Basis.VectorSpace
#align_import linear_algebra.affine_space.independent from "leanprover-community/mathlib"@"2de9c37fa71dde2f1c6feff19876dd6a7b1519f0"
noncomputable section
open Finset Function
open scoped Affine
section AffineIndependent
variable (k : Type*) {V : Type*} {P : Type*} [Ring k] [AddCommGroup V] [Module k V]
variable [AffineSpace V P] {ι : Type*}
def AffineIndependent (p : ι → P) : Prop :=
∀ (s : Finset ι) (w : ι → k),
∑ i ∈ s, w i = 0 → s.weightedVSub p w = (0 : V) → ∀ i ∈ s, w i = 0
#align affine_independent AffineIndependent
theorem affineIndependent_def (p : ι → P) :
AffineIndependent k p ↔
∀ (s : Finset ι) (w : ι → k),
∑ i ∈ s, w i = 0 → s.weightedVSub p w = (0 : V) → ∀ i ∈ s, w i = 0 :=
Iff.rfl
#align affine_independent_def affineIndependent_def
theorem affineIndependent_of_subsingleton [Subsingleton ι] (p : ι → P) : AffineIndependent k p :=
fun _ _ h _ i hi => Fintype.eq_of_subsingleton_of_sum_eq h i hi
#align affine_independent_of_subsingleton affineIndependent_of_subsingleton
theorem affineIndependent_iff_of_fintype [Fintype ι] (p : ι → P) :
AffineIndependent k p ↔
∀ w : ι → k, ∑ i, w i = 0 → Finset.univ.weightedVSub p w = (0 : V) → ∀ i, w i = 0 := by
constructor
· exact fun h w hw hs i => h Finset.univ w hw hs i (Finset.mem_univ _)
· intro h s w hw hs i hi
rw [Finset.weightedVSub_indicator_subset _ _ (Finset.subset_univ s)] at hs
rw [← Finset.sum_indicator_subset _ (Finset.subset_univ s)] at hw
replace h := h ((↑s : Set ι).indicator w) hw hs i
simpa [hi] using h
#align affine_independent_iff_of_fintype affineIndependent_iff_of_fintype
theorem affineIndependent_iff_linearIndependent_vsub (p : ι → P) (i1 : ι) :
AffineIndependent k p ↔ LinearIndependent k fun i : { x // x ≠ i1 } => (p i -ᵥ p i1 : V) := by
classical
constructor
· intro h
rw [linearIndependent_iff']
intro s g hg i hi
set f : ι → k := fun x => if hx : x = i1 then -∑ y ∈ s, g y else g ⟨x, hx⟩ with hfdef
let s2 : Finset ι := insert i1 (s.map (Embedding.subtype _))
have hfg : ∀ x : { x // x ≠ i1 }, g x = f x := by
intro x
rw [hfdef]
dsimp only
erw [dif_neg x.property, Subtype.coe_eta]
rw [hfg]
have hf : ∑ ι ∈ s2, f ι = 0 := by
rw [Finset.sum_insert
(Finset.not_mem_map_subtype_of_not_property s (Classical.not_not.2 rfl)),
Finset.sum_subtype_map_embedding fun x _ => (hfg x).symm]
rw [hfdef]
dsimp only
rw [dif_pos rfl]
exact neg_add_self _
have hs2 : s2.weightedVSub p f = (0 : V) := by
set f2 : ι → V := fun x => f x • (p x -ᵥ p i1) with hf2def
set g2 : { x // x ≠ i1 } → V := fun x => g x • (p x -ᵥ p i1)
have hf2g2 : ∀ x : { x // x ≠ i1 }, f2 x = g2 x := by
simp only [g2, hf2def]
refine fun x => ?_
rw [hfg]
rw [Finset.weightedVSub_eq_weightedVSubOfPoint_of_sum_eq_zero s2 f p hf (p i1),
Finset.weightedVSubOfPoint_insert, Finset.weightedVSubOfPoint_apply,
Finset.sum_subtype_map_embedding fun x _ => hf2g2 x]
exact hg
exact h s2 f hf hs2 i (Finset.mem_insert_of_mem (Finset.mem_map.2 ⟨i, hi, rfl⟩))
· intro h
rw [linearIndependent_iff'] at h
intro s w hw hs i hi
rw [Finset.weightedVSub_eq_weightedVSubOfPoint_of_sum_eq_zero s w p hw (p i1), ←
s.weightedVSubOfPoint_erase w p i1, Finset.weightedVSubOfPoint_apply] at hs
let f : ι → V := fun i => w i • (p i -ᵥ p i1)
have hs2 : (∑ i ∈ (s.erase i1).subtype fun i => i ≠ i1, f i) = 0 := by
rw [← hs]
convert Finset.sum_subtype_of_mem f fun x => Finset.ne_of_mem_erase
have h2 := h ((s.erase i1).subtype fun i => i ≠ i1) (fun x => w x) hs2
simp_rw [Finset.mem_subtype] at h2
have h2b : ∀ i ∈ s, i ≠ i1 → w i = 0 := fun i his hi =>
h2 ⟨i, hi⟩ (Finset.mem_erase_of_ne_of_mem hi his)
exact Finset.eq_zero_of_sum_eq_zero hw h2b i hi
#align affine_independent_iff_linear_independent_vsub affineIndependent_iff_linearIndependent_vsub
| Mathlib/LinearAlgebra/AffineSpace/Independent.lean | 139 | 158 | theorem affineIndependent_set_iff_linearIndependent_vsub {s : Set P} {p₁ : P} (hp₁ : p₁ ∈ s) :
AffineIndependent k (fun p => p : s → P) ↔
LinearIndependent k (fun v => v : (fun p => (p -ᵥ p₁ : V)) '' (s \ {p₁}) → V) := by |
rw [affineIndependent_iff_linearIndependent_vsub k (fun p => p : s → P) ⟨p₁, hp₁⟩]
constructor
· intro h
have hv : ∀ v : (fun p => (p -ᵥ p₁ : V)) '' (s \ {p₁}), (v : V) +ᵥ p₁ ∈ s \ {p₁} := fun v =>
(vsub_left_injective p₁).mem_set_image.1 ((vadd_vsub (v : V) p₁).symm ▸ v.property)
let f : (fun p : P => (p -ᵥ p₁ : V)) '' (s \ {p₁}) → { x : s // x ≠ ⟨p₁, hp₁⟩ } := fun x =>
⟨⟨(x : V) +ᵥ p₁, Set.mem_of_mem_diff (hv x)⟩, fun hx =>
Set.not_mem_of_mem_diff (hv x) (Subtype.ext_iff.1 hx)⟩
convert h.comp f fun x1 x2 hx =>
Subtype.ext (vadd_right_cancel p₁ (Subtype.ext_iff.1 (Subtype.ext_iff.1 hx)))
ext v
exact (vadd_vsub (v : V) p₁).symm
· intro h
let f : { x : s // x ≠ ⟨p₁, hp₁⟩ } → (fun p : P => (p -ᵥ p₁ : V)) '' (s \ {p₁}) := fun x =>
⟨((x : s) : P) -ᵥ p₁, ⟨x, ⟨⟨(x : s).property, fun hx => x.property (Subtype.ext hx)⟩, rfl⟩⟩⟩
convert h.comp f fun x1 x2 hx =>
Subtype.ext (Subtype.ext (vsub_left_cancel (Subtype.ext_iff.1 hx)))
| 1,706 |
import Mathlib.Analysis.Convex.Hull
import Mathlib.LinearAlgebra.AffineSpace.Independent
#align_import analysis.convex.simplicial_complex.basic from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a"
open Finset Set
variable (𝕜 E : Type*) {ι : Type*} [OrderedRing 𝕜] [AddCommGroup E] [Module 𝕜 E]
namespace Geometry
-- TODO: update to new binder order? not sure what binder order is correct for `down_closed`.
@[ext]
structure SimplicialComplex where
faces : Set (Finset E)
not_empty_mem : ∅ ∉ faces
indep : ∀ {s}, s ∈ faces → AffineIndependent 𝕜 ((↑) : s → E)
down_closed : ∀ {s t}, s ∈ faces → t ⊆ s → t ≠ ∅ → t ∈ faces
inter_subset_convexHull : ∀ {s t}, s ∈ faces → t ∈ faces →
convexHull 𝕜 ↑s ∩ convexHull 𝕜 ↑t ⊆ convexHull 𝕜 (s ∩ t : Set E)
#align geometry.simplicial_complex Geometry.SimplicialComplex
namespace SimplicialComplex
variable {𝕜 E}
variable {K : SimplicialComplex 𝕜 E} {s t : Finset E} {x : E}
instance : Membership (Finset E) (SimplicialComplex 𝕜 E) :=
⟨fun s K => s ∈ K.faces⟩
def space (K : SimplicialComplex 𝕜 E) : Set E :=
⋃ s ∈ K.faces, convexHull 𝕜 (s : Set E)
#align geometry.simplicial_complex.space Geometry.SimplicialComplex.space
-- Porting note: Expanded `∃ s ∈ K.faces` to get the type to match more closely with Lean 3
| Mathlib/Analysis/Convex/SimplicialComplex/Basic.lean | 86 | 87 | theorem mem_space_iff : x ∈ K.space ↔ ∃ s ∈ K.faces, x ∈ convexHull 𝕜 (s : Set E) := by |
simp [space]
| 1,707 |
import Mathlib.Analysis.Convex.Hull
import Mathlib.LinearAlgebra.AffineSpace.Independent
#align_import analysis.convex.simplicial_complex.basic from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a"
open Finset Set
variable (𝕜 E : Type*) {ι : Type*} [OrderedRing 𝕜] [AddCommGroup E] [Module 𝕜 E]
namespace Geometry
-- TODO: update to new binder order? not sure what binder order is correct for `down_closed`.
@[ext]
structure SimplicialComplex where
faces : Set (Finset E)
not_empty_mem : ∅ ∉ faces
indep : ∀ {s}, s ∈ faces → AffineIndependent 𝕜 ((↑) : s → E)
down_closed : ∀ {s t}, s ∈ faces → t ⊆ s → t ≠ ∅ → t ∈ faces
inter_subset_convexHull : ∀ {s t}, s ∈ faces → t ∈ faces →
convexHull 𝕜 ↑s ∩ convexHull 𝕜 ↑t ⊆ convexHull 𝕜 (s ∩ t : Set E)
#align geometry.simplicial_complex Geometry.SimplicialComplex
namespace SimplicialComplex
variable {𝕜 E}
variable {K : SimplicialComplex 𝕜 E} {s t : Finset E} {x : E}
instance : Membership (Finset E) (SimplicialComplex 𝕜 E) :=
⟨fun s K => s ∈ K.faces⟩
def space (K : SimplicialComplex 𝕜 E) : Set E :=
⋃ s ∈ K.faces, convexHull 𝕜 (s : Set E)
#align geometry.simplicial_complex.space Geometry.SimplicialComplex.space
-- Porting note: Expanded `∃ s ∈ K.faces` to get the type to match more closely with Lean 3
theorem mem_space_iff : x ∈ K.space ↔ ∃ s ∈ K.faces, x ∈ convexHull 𝕜 (s : Set E) := by
simp [space]
#align geometry.simplicial_complex.mem_space_iff Geometry.SimplicialComplex.mem_space_iff
-- Porting note: Original proof was `:= subset_biUnion_of_mem hs`
| Mathlib/Analysis/Convex/SimplicialComplex/Basic.lean | 91 | 93 | theorem convexHull_subset_space (hs : s ∈ K.faces) : convexHull 𝕜 ↑s ⊆ K.space := by |
convert subset_biUnion_of_mem hs
rfl
| 1,707 |
import Mathlib.Analysis.Convex.Hull
import Mathlib.LinearAlgebra.AffineSpace.Independent
#align_import analysis.convex.simplicial_complex.basic from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a"
open Finset Set
variable (𝕜 E : Type*) {ι : Type*} [OrderedRing 𝕜] [AddCommGroup E] [Module 𝕜 E]
namespace Geometry
-- TODO: update to new binder order? not sure what binder order is correct for `down_closed`.
@[ext]
structure SimplicialComplex where
faces : Set (Finset E)
not_empty_mem : ∅ ∉ faces
indep : ∀ {s}, s ∈ faces → AffineIndependent 𝕜 ((↑) : s → E)
down_closed : ∀ {s t}, s ∈ faces → t ⊆ s → t ≠ ∅ → t ∈ faces
inter_subset_convexHull : ∀ {s t}, s ∈ faces → t ∈ faces →
convexHull 𝕜 ↑s ∩ convexHull 𝕜 ↑t ⊆ convexHull 𝕜 (s ∩ t : Set E)
#align geometry.simplicial_complex Geometry.SimplicialComplex
namespace SimplicialComplex
variable {𝕜 E}
variable {K : SimplicialComplex 𝕜 E} {s t : Finset E} {x : E}
instance : Membership (Finset E) (SimplicialComplex 𝕜 E) :=
⟨fun s K => s ∈ K.faces⟩
def space (K : SimplicialComplex 𝕜 E) : Set E :=
⋃ s ∈ K.faces, convexHull 𝕜 (s : Set E)
#align geometry.simplicial_complex.space Geometry.SimplicialComplex.space
-- Porting note: Expanded `∃ s ∈ K.faces` to get the type to match more closely with Lean 3
theorem mem_space_iff : x ∈ K.space ↔ ∃ s ∈ K.faces, x ∈ convexHull 𝕜 (s : Set E) := by
simp [space]
#align geometry.simplicial_complex.mem_space_iff Geometry.SimplicialComplex.mem_space_iff
-- Porting note: Original proof was `:= subset_biUnion_of_mem hs`
theorem convexHull_subset_space (hs : s ∈ K.faces) : convexHull 𝕜 ↑s ⊆ K.space := by
convert subset_biUnion_of_mem hs
rfl
#align geometry.simplicial_complex.convex_hull_subset_space Geometry.SimplicialComplex.convexHull_subset_space
protected theorem subset_space (hs : s ∈ K.faces) : (s : Set E) ⊆ K.space :=
(subset_convexHull 𝕜 _).trans <| convexHull_subset_space hs
#align geometry.simplicial_complex.subset_space Geometry.SimplicialComplex.subset_space
theorem convexHull_inter_convexHull (hs : s ∈ K.faces) (ht : t ∈ K.faces) :
convexHull 𝕜 ↑s ∩ convexHull 𝕜 ↑t = convexHull 𝕜 (s ∩ t : Set E) :=
(K.inter_subset_convexHull hs ht).antisymm <|
subset_inter (convexHull_mono Set.inter_subset_left) <|
convexHull_mono Set.inter_subset_right
#align geometry.simplicial_complex.convex_hull_inter_convex_hull Geometry.SimplicialComplex.convexHull_inter_convexHull
| Mathlib/Analysis/Convex/SimplicialComplex/Basic.lean | 110 | 119 | theorem disjoint_or_exists_inter_eq_convexHull (hs : s ∈ K.faces) (ht : t ∈ K.faces) :
Disjoint (convexHull 𝕜 (s : Set E)) (convexHull 𝕜 ↑t) ∨
∃ u ∈ K.faces, convexHull 𝕜 (s : Set E) ∩ convexHull 𝕜 ↑t = convexHull 𝕜 ↑u := by |
classical
by_contra! h
refine h.2 (s ∩ t) (K.down_closed hs inter_subset_left fun hst => h.1 <|
disjoint_iff_inf_le.mpr <| (K.inter_subset_convexHull hs ht).trans ?_) ?_
· rw [← coe_inter, hst, coe_empty, convexHull_empty]
rfl
· rw [coe_inter, convexHull_inter_convexHull hs ht]
| 1,707 |
import Mathlib.Analysis.Convex.Hull
import Mathlib.LinearAlgebra.AffineSpace.Independent
#align_import analysis.convex.simplicial_complex.basic from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a"
open Finset Set
variable (𝕜 E : Type*) {ι : Type*} [OrderedRing 𝕜] [AddCommGroup E] [Module 𝕜 E]
namespace Geometry
-- TODO: update to new binder order? not sure what binder order is correct for `down_closed`.
@[ext]
structure SimplicialComplex where
faces : Set (Finset E)
not_empty_mem : ∅ ∉ faces
indep : ∀ {s}, s ∈ faces → AffineIndependent 𝕜 ((↑) : s → E)
down_closed : ∀ {s t}, s ∈ faces → t ⊆ s → t ≠ ∅ → t ∈ faces
inter_subset_convexHull : ∀ {s t}, s ∈ faces → t ∈ faces →
convexHull 𝕜 ↑s ∩ convexHull 𝕜 ↑t ⊆ convexHull 𝕜 (s ∩ t : Set E)
#align geometry.simplicial_complex Geometry.SimplicialComplex
namespace SimplicialComplex
variable {𝕜 E}
variable {K : SimplicialComplex 𝕜 E} {s t : Finset E} {x : E}
instance : Membership (Finset E) (SimplicialComplex 𝕜 E) :=
⟨fun s K => s ∈ K.faces⟩
def space (K : SimplicialComplex 𝕜 E) : Set E :=
⋃ s ∈ K.faces, convexHull 𝕜 (s : Set E)
#align geometry.simplicial_complex.space Geometry.SimplicialComplex.space
-- Porting note: Expanded `∃ s ∈ K.faces` to get the type to match more closely with Lean 3
theorem mem_space_iff : x ∈ K.space ↔ ∃ s ∈ K.faces, x ∈ convexHull 𝕜 (s : Set E) := by
simp [space]
#align geometry.simplicial_complex.mem_space_iff Geometry.SimplicialComplex.mem_space_iff
-- Porting note: Original proof was `:= subset_biUnion_of_mem hs`
theorem convexHull_subset_space (hs : s ∈ K.faces) : convexHull 𝕜 ↑s ⊆ K.space := by
convert subset_biUnion_of_mem hs
rfl
#align geometry.simplicial_complex.convex_hull_subset_space Geometry.SimplicialComplex.convexHull_subset_space
protected theorem subset_space (hs : s ∈ K.faces) : (s : Set E) ⊆ K.space :=
(subset_convexHull 𝕜 _).trans <| convexHull_subset_space hs
#align geometry.simplicial_complex.subset_space Geometry.SimplicialComplex.subset_space
theorem convexHull_inter_convexHull (hs : s ∈ K.faces) (ht : t ∈ K.faces) :
convexHull 𝕜 ↑s ∩ convexHull 𝕜 ↑t = convexHull 𝕜 (s ∩ t : Set E) :=
(K.inter_subset_convexHull hs ht).antisymm <|
subset_inter (convexHull_mono Set.inter_subset_left) <|
convexHull_mono Set.inter_subset_right
#align geometry.simplicial_complex.convex_hull_inter_convex_hull Geometry.SimplicialComplex.convexHull_inter_convexHull
theorem disjoint_or_exists_inter_eq_convexHull (hs : s ∈ K.faces) (ht : t ∈ K.faces) :
Disjoint (convexHull 𝕜 (s : Set E)) (convexHull 𝕜 ↑t) ∨
∃ u ∈ K.faces, convexHull 𝕜 (s : Set E) ∩ convexHull 𝕜 ↑t = convexHull 𝕜 ↑u := by
classical
by_contra! h
refine h.2 (s ∩ t) (K.down_closed hs inter_subset_left fun hst => h.1 <|
disjoint_iff_inf_le.mpr <| (K.inter_subset_convexHull hs ht).trans ?_) ?_
· rw [← coe_inter, hst, coe_empty, convexHull_empty]
rfl
· rw [coe_inter, convexHull_inter_convexHull hs ht]
#align geometry.simplicial_complex.disjoint_or_exists_inter_eq_convex_hull Geometry.SimplicialComplex.disjoint_or_exists_inter_eq_convexHull
@[simps]
def ofErase (faces : Set (Finset E)) (indep : ∀ s ∈ faces, AffineIndependent 𝕜 ((↑) : s → E))
(down_closed : ∀ s ∈ faces, ∀ t ⊆ s, t ∈ faces)
(inter_subset_convexHull : ∀ᵉ (s ∈ faces) (t ∈ faces),
convexHull 𝕜 ↑s ∩ convexHull 𝕜 ↑t ⊆ convexHull 𝕜 (s ∩ t : Set E)) :
SimplicialComplex 𝕜 E where
faces := faces \ {∅}
not_empty_mem h := h.2 (mem_singleton _)
indep hs := indep _ hs.1
down_closed hs hts ht := ⟨down_closed _ hs.1 _ hts, ht⟩
inter_subset_convexHull hs ht := inter_subset_convexHull _ hs.1 _ ht.1
#align geometry.simplicial_complex.of_erase Geometry.SimplicialComplex.ofErase
@[simps]
def ofSubcomplex (K : SimplicialComplex 𝕜 E) (faces : Set (Finset E)) (subset : faces ⊆ K.faces)
(down_closed : ∀ {s t}, s ∈ faces → t ⊆ s → t ∈ faces) : SimplicialComplex 𝕜 E :=
{ faces
not_empty_mem := fun h => K.not_empty_mem (subset h)
indep := fun hs => K.indep (subset hs)
down_closed := fun hs hts _ => down_closed hs hts
inter_subset_convexHull := fun hs ht => K.inter_subset_convexHull (subset hs) (subset ht) }
#align geometry.simplicial_complex.of_subcomplex Geometry.SimplicialComplex.ofSubcomplex
def vertices (K : SimplicialComplex 𝕜 E) : Set E :=
{ x | {x} ∈ K.faces }
#align geometry.simplicial_complex.vertices Geometry.SimplicialComplex.vertices
theorem mem_vertices : x ∈ K.vertices ↔ {x} ∈ K.faces := Iff.rfl
#align geometry.simplicial_complex.mem_vertices Geometry.SimplicialComplex.mem_vertices
| Mathlib/Analysis/Convex/SimplicialComplex/Basic.lean | 158 | 162 | theorem vertices_eq : K.vertices = ⋃ k ∈ K.faces, (k : Set E) := by |
ext x
refine ⟨fun h => mem_biUnion h <| mem_coe.2 <| mem_singleton_self x, fun h => ?_⟩
obtain ⟨s, hs, hx⟩ := mem_iUnion₂.1 h
exact K.down_closed hs (Finset.singleton_subset_iff.2 <| mem_coe.1 hx) (singleton_ne_empty _)
| 1,707 |
import Mathlib.Algebra.Algebra.Bilinear
import Mathlib.LinearAlgebra.Basis
import Mathlib.RingTheory.Ideal.Basic
#align_import ring_theory.ideal.operations from "leanprover-community/mathlib"@"e7f0ddbf65bd7181a85edb74b64bdc35ba4bdc74"
namespace Ideal
variable {ι R S : Type*} [CommSemiring R] [CommRing S] [IsDomain S] [Algebra R S]
noncomputable def basisSpanSingleton (b : Basis ι R S) {x : S} (hx : x ≠ 0) :
Basis ι R (span ({x} : Set S)) :=
b.map <|
LinearEquiv.ofInjective (Algebra.lmul R S x) (LinearMap.mul_injective hx) ≪≫ₗ
LinearEquiv.ofEq _ _
(by
ext
simp [mem_span_singleton', mul_comm]) ≪≫ₗ
(Submodule.restrictScalarsEquiv R S S (Ideal.span ({x} : Set S))).restrictScalars R
#align ideal.basis_span_singleton Ideal.basisSpanSingleton
@[simp]
| Mathlib/RingTheory/Ideal/Basis.lean | 35 | 39 | theorem basisSpanSingleton_apply (b : Basis ι R S) {x : S} (hx : x ≠ 0) (i : ι) :
(basisSpanSingleton b hx i : S) = x * b i := by |
simp only [basisSpanSingleton, Basis.map_apply, LinearEquiv.trans_apply,
Submodule.restrictScalarsEquiv_apply, LinearEquiv.ofInjective_apply, LinearEquiv.coe_ofEq_apply,
LinearEquiv.restrictScalars_apply, Algebra.coe_lmul_eq_mul, LinearMap.mul_apply']
| 1,708 |
import Mathlib.Algebra.Algebra.Tower
import Mathlib.Algebra.Module.BigOperators
import Mathlib.LinearAlgebra.Basis
#align_import ring_theory.algebra_tower from "leanprover-community/mathlib"@"94825b2b0b982306be14d891c4f063a1eca4f370"
open Pointwise
universe u v w u₁
variable (R : Type u) (S : Type v) (A : Type w) (B : Type u₁)
namespace IsScalarTower
section Semiring
open Finsupp
open scoped Classical
universe v₁ w₁
variable {R S A}
variable [Semiring R] [Semiring S] [AddCommMonoid A]
variable [Module R S] [Module S A] [Module R A] [IsScalarTower R S A]
| Mathlib/RingTheory/AlgebraTower.lean | 108 | 121 | theorem linearIndependent_smul {ι : Type v₁} {b : ι → S} {ι' : Type w₁} {c : ι' → A}
(hb : LinearIndependent R b) (hc : LinearIndependent S c) :
LinearIndependent R fun p : ι × ι' => b p.1 • c p.2 := by |
rw [linearIndependent_iff'] at hb hc; rw [linearIndependent_iff'']; rintro s g hg hsg ⟨i, k⟩
by_cases hik : (i, k) ∈ s
· have h1 : ∑ i ∈ s.image Prod.fst ×ˢ s.image Prod.snd, g i • b i.1 • c i.2 = 0 := by
rw [← hsg]
exact
(Finset.sum_subset Finset.subset_product fun p _ hp =>
show g p • b p.1 • c p.2 = 0 by rw [hg p hp, zero_smul]).symm
rw [Finset.sum_product_right] at h1
simp_rw [← smul_assoc, ← Finset.sum_smul] at h1
exact hb _ _ (hc _ _ h1 k (Finset.mem_image_of_mem _ hik)) i (Finset.mem_image_of_mem _ hik)
exact hg _ hik
| 1,709 |
import Mathlib.Data.Matrix.Block
import Mathlib.Data.Matrix.Notation
import Mathlib.LinearAlgebra.StdBasis
import Mathlib.RingTheory.AlgebraTower
import Mathlib.Algebra.Algebra.Subalgebra.Tower
#align_import linear_algebra.matrix.to_lin from "leanprover-community/mathlib"@"0e2aab2b0d521f060f62a14d2cf2e2c54e8491d6"
noncomputable section
open LinearMap Matrix Set Submodule
section ToMatrixRight
variable {R : Type*} [Semiring R]
variable {l m n : Type*}
def Matrix.vecMulLinear [Fintype m] (M : Matrix m n R) : (m → R) →ₗ[R] n → R where
toFun x := x ᵥ* M
map_add' _ _ := funext fun _ ↦ add_dotProduct _ _ _
map_smul' _ _ := funext fun _ ↦ smul_dotProduct _ _ _
#align matrix.vec_mul_linear Matrix.vecMulLinear
@[simp] theorem Matrix.vecMulLinear_apply [Fintype m] (M : Matrix m n R) (x : m → R) :
M.vecMulLinear x = x ᵥ* M := rfl
theorem Matrix.coe_vecMulLinear [Fintype m] (M : Matrix m n R) :
(M.vecMulLinear : _ → _) = M.vecMul := rfl
variable [Fintype m] [DecidableEq m]
@[simp]
| Mathlib/LinearAlgebra/Matrix/ToLin.lean | 91 | 99 | theorem Matrix.vecMul_stdBasis (M : Matrix m n R) (i j) :
(LinearMap.stdBasis R (fun _ ↦ R) i 1 ᵥ* M) j = M i j := by |
have : (∑ i', (if i = i' then 1 else 0) * M i' j) = M i j := by
simp_rw [boole_mul, Finset.sum_ite_eq, Finset.mem_univ, if_true]
simp only [vecMul, dotProduct]
convert this
split_ifs with h <;> simp only [stdBasis_apply]
· rw [h, Function.update_same]
· rw [Function.update_noteq (Ne.symm h), Pi.zero_apply]
| 1,710 |
import Mathlib.Data.Matrix.Block
import Mathlib.Data.Matrix.Notation
import Mathlib.LinearAlgebra.StdBasis
import Mathlib.RingTheory.AlgebraTower
import Mathlib.Algebra.Algebra.Subalgebra.Tower
#align_import linear_algebra.matrix.to_lin from "leanprover-community/mathlib"@"0e2aab2b0d521f060f62a14d2cf2e2c54e8491d6"
noncomputable section
open LinearMap Matrix Set Submodule
section ToMatrixRight
variable {R : Type*} [Semiring R]
variable {l m n : Type*}
def Matrix.vecMulLinear [Fintype m] (M : Matrix m n R) : (m → R) →ₗ[R] n → R where
toFun x := x ᵥ* M
map_add' _ _ := funext fun _ ↦ add_dotProduct _ _ _
map_smul' _ _ := funext fun _ ↦ smul_dotProduct _ _ _
#align matrix.vec_mul_linear Matrix.vecMulLinear
@[simp] theorem Matrix.vecMulLinear_apply [Fintype m] (M : Matrix m n R) (x : m → R) :
M.vecMulLinear x = x ᵥ* M := rfl
theorem Matrix.coe_vecMulLinear [Fintype m] (M : Matrix m n R) :
(M.vecMulLinear : _ → _) = M.vecMul := rfl
variable [Fintype m] [DecidableEq m]
@[simp]
theorem Matrix.vecMul_stdBasis (M : Matrix m n R) (i j) :
(LinearMap.stdBasis R (fun _ ↦ R) i 1 ᵥ* M) j = M i j := by
have : (∑ i', (if i = i' then 1 else 0) * M i' j) = M i j := by
simp_rw [boole_mul, Finset.sum_ite_eq, Finset.mem_univ, if_true]
simp only [vecMul, dotProduct]
convert this
split_ifs with h <;> simp only [stdBasis_apply]
· rw [h, Function.update_same]
· rw [Function.update_noteq (Ne.symm h), Pi.zero_apply]
#align matrix.vec_mul_std_basis Matrix.vecMul_stdBasis
| Mathlib/LinearAlgebra/Matrix/ToLin.lean | 102 | 110 | theorem range_vecMulLinear (M : Matrix m n R) :
LinearMap.range M.vecMulLinear = span R (range M) := by |
letI := Classical.decEq m
simp_rw [range_eq_map, ← iSup_range_stdBasis, Submodule.map_iSup, range_eq_map, ←
Ideal.span_singleton_one, Ideal.span, Submodule.map_span, image_image, image_singleton,
Matrix.vecMulLinear_apply, iSup_span, range_eq_iUnion, iUnion_singleton_eq_range,
LinearMap.stdBasis, coe_single]
unfold vecMul
simp_rw [single_dotProduct, one_mul]
| 1,710 |
import Mathlib.Data.Matrix.Block
import Mathlib.Data.Matrix.Notation
import Mathlib.LinearAlgebra.StdBasis
import Mathlib.RingTheory.AlgebraTower
import Mathlib.Algebra.Algebra.Subalgebra.Tower
#align_import linear_algebra.matrix.to_lin from "leanprover-community/mathlib"@"0e2aab2b0d521f060f62a14d2cf2e2c54e8491d6"
noncomputable section
open LinearMap Matrix Set Submodule
section ToMatrixRight
variable {R : Type*} [Semiring R]
variable {l m n : Type*}
def Matrix.vecMulLinear [Fintype m] (M : Matrix m n R) : (m → R) →ₗ[R] n → R where
toFun x := x ᵥ* M
map_add' _ _ := funext fun _ ↦ add_dotProduct _ _ _
map_smul' _ _ := funext fun _ ↦ smul_dotProduct _ _ _
#align matrix.vec_mul_linear Matrix.vecMulLinear
@[simp] theorem Matrix.vecMulLinear_apply [Fintype m] (M : Matrix m n R) (x : m → R) :
M.vecMulLinear x = x ᵥ* M := rfl
theorem Matrix.coe_vecMulLinear [Fintype m] (M : Matrix m n R) :
(M.vecMulLinear : _ → _) = M.vecMul := rfl
variable [Fintype m] [DecidableEq m]
@[simp]
theorem Matrix.vecMul_stdBasis (M : Matrix m n R) (i j) :
(LinearMap.stdBasis R (fun _ ↦ R) i 1 ᵥ* M) j = M i j := by
have : (∑ i', (if i = i' then 1 else 0) * M i' j) = M i j := by
simp_rw [boole_mul, Finset.sum_ite_eq, Finset.mem_univ, if_true]
simp only [vecMul, dotProduct]
convert this
split_ifs with h <;> simp only [stdBasis_apply]
· rw [h, Function.update_same]
· rw [Function.update_noteq (Ne.symm h), Pi.zero_apply]
#align matrix.vec_mul_std_basis Matrix.vecMul_stdBasis
theorem range_vecMulLinear (M : Matrix m n R) :
LinearMap.range M.vecMulLinear = span R (range M) := by
letI := Classical.decEq m
simp_rw [range_eq_map, ← iSup_range_stdBasis, Submodule.map_iSup, range_eq_map, ←
Ideal.span_singleton_one, Ideal.span, Submodule.map_span, image_image, image_singleton,
Matrix.vecMulLinear_apply, iSup_span, range_eq_iUnion, iUnion_singleton_eq_range,
LinearMap.stdBasis, coe_single]
unfold vecMul
simp_rw [single_dotProduct, one_mul]
| Mathlib/LinearAlgebra/Matrix/ToLin.lean | 112 | 123 | theorem Matrix.vecMul_injective_iff {R : Type*} [CommRing R] {M : Matrix m n R} :
Function.Injective M.vecMul ↔ LinearIndependent R (fun i ↦ M i) := by |
rw [← coe_vecMulLinear]
simp only [← LinearMap.ker_eq_bot, Fintype.linearIndependent_iff, Submodule.eq_bot_iff,
LinearMap.mem_ker, vecMulLinear_apply]
refine ⟨fun h c h0 ↦ congr_fun <| h c ?_, fun h c h0 ↦ funext <| h c ?_⟩
· rw [← h0]
ext i
simp [vecMul, dotProduct]
· rw [← h0]
ext j
simp [vecMul, dotProduct]
| 1,710 |
import Mathlib.Data.Matrix.Block
import Mathlib.Data.Matrix.Notation
import Mathlib.LinearAlgebra.StdBasis
import Mathlib.RingTheory.AlgebraTower
import Mathlib.Algebra.Algebra.Subalgebra.Tower
#align_import linear_algebra.matrix.to_lin from "leanprover-community/mathlib"@"0e2aab2b0d521f060f62a14d2cf2e2c54e8491d6"
noncomputable section
open LinearMap Matrix Set Submodule
section ToMatrixRight
variable {R : Type*} [Semiring R]
variable {l m n : Type*}
def Matrix.vecMulLinear [Fintype m] (M : Matrix m n R) : (m → R) →ₗ[R] n → R where
toFun x := x ᵥ* M
map_add' _ _ := funext fun _ ↦ add_dotProduct _ _ _
map_smul' _ _ := funext fun _ ↦ smul_dotProduct _ _ _
#align matrix.vec_mul_linear Matrix.vecMulLinear
@[simp] theorem Matrix.vecMulLinear_apply [Fintype m] (M : Matrix m n R) (x : m → R) :
M.vecMulLinear x = x ᵥ* M := rfl
theorem Matrix.coe_vecMulLinear [Fintype m] (M : Matrix m n R) :
(M.vecMulLinear : _ → _) = M.vecMul := rfl
variable [Fintype m] [DecidableEq m]
@[simp]
theorem Matrix.vecMul_stdBasis (M : Matrix m n R) (i j) :
(LinearMap.stdBasis R (fun _ ↦ R) i 1 ᵥ* M) j = M i j := by
have : (∑ i', (if i = i' then 1 else 0) * M i' j) = M i j := by
simp_rw [boole_mul, Finset.sum_ite_eq, Finset.mem_univ, if_true]
simp only [vecMul, dotProduct]
convert this
split_ifs with h <;> simp only [stdBasis_apply]
· rw [h, Function.update_same]
· rw [Function.update_noteq (Ne.symm h), Pi.zero_apply]
#align matrix.vec_mul_std_basis Matrix.vecMul_stdBasis
theorem range_vecMulLinear (M : Matrix m n R) :
LinearMap.range M.vecMulLinear = span R (range M) := by
letI := Classical.decEq m
simp_rw [range_eq_map, ← iSup_range_stdBasis, Submodule.map_iSup, range_eq_map, ←
Ideal.span_singleton_one, Ideal.span, Submodule.map_span, image_image, image_singleton,
Matrix.vecMulLinear_apply, iSup_span, range_eq_iUnion, iUnion_singleton_eq_range,
LinearMap.stdBasis, coe_single]
unfold vecMul
simp_rw [single_dotProduct, one_mul]
theorem Matrix.vecMul_injective_iff {R : Type*} [CommRing R] {M : Matrix m n R} :
Function.Injective M.vecMul ↔ LinearIndependent R (fun i ↦ M i) := by
rw [← coe_vecMulLinear]
simp only [← LinearMap.ker_eq_bot, Fintype.linearIndependent_iff, Submodule.eq_bot_iff,
LinearMap.mem_ker, vecMulLinear_apply]
refine ⟨fun h c h0 ↦ congr_fun <| h c ?_, fun h c h0 ↦ funext <| h c ?_⟩
· rw [← h0]
ext i
simp [vecMul, dotProduct]
· rw [← h0]
ext j
simp [vecMul, dotProduct]
def LinearMap.toMatrixRight' : ((m → R) →ₗ[R] n → R) ≃ₗ[Rᵐᵒᵖ] Matrix m n R where
toFun f i j := f (stdBasis R (fun _ ↦ R) i 1) j
invFun := Matrix.vecMulLinear
right_inv M := by
ext i j
simp only [Matrix.vecMul_stdBasis, Matrix.vecMulLinear_apply]
left_inv f := by
apply (Pi.basisFun R m).ext
intro j; ext i
simp only [Pi.basisFun_apply, Matrix.vecMul_stdBasis, Matrix.vecMulLinear_apply]
map_add' f g := by
ext i j
simp only [Pi.add_apply, LinearMap.add_apply, Matrix.add_apply]
map_smul' c f := by
ext i j
simp only [Pi.smul_apply, LinearMap.smul_apply, RingHom.id_apply, Matrix.smul_apply]
#align linear_map.to_matrix_right' LinearMap.toMatrixRight'
abbrev Matrix.toLinearMapRight' : Matrix m n R ≃ₗ[Rᵐᵒᵖ] (m → R) →ₗ[R] n → R :=
LinearEquiv.symm LinearMap.toMatrixRight'
#align matrix.to_linear_map_right' Matrix.toLinearMapRight'
@[simp]
theorem Matrix.toLinearMapRight'_apply (M : Matrix m n R) (v : m → R) :
(Matrix.toLinearMapRight') M v = v ᵥ* M := rfl
#align matrix.to_linear_map_right'_apply Matrix.toLinearMapRight'_apply
@[simp]
theorem Matrix.toLinearMapRight'_mul [Fintype l] [DecidableEq l] (M : Matrix l m R)
(N : Matrix m n R) :
Matrix.toLinearMapRight' (M * N) =
(Matrix.toLinearMapRight' N).comp (Matrix.toLinearMapRight' M) :=
LinearMap.ext fun _x ↦ (vecMul_vecMul _ M N).symm
#align matrix.to_linear_map_right'_mul Matrix.toLinearMapRight'_mul
theorem Matrix.toLinearMapRight'_mul_apply [Fintype l] [DecidableEq l] (M : Matrix l m R)
(N : Matrix m n R) (x) :
Matrix.toLinearMapRight' (M * N) x =
Matrix.toLinearMapRight' N (Matrix.toLinearMapRight' M x) :=
(vecMul_vecMul _ M N).symm
#align matrix.to_linear_map_right'_mul_apply Matrix.toLinearMapRight'_mul_apply
@[simp]
| Mathlib/LinearAlgebra/Matrix/ToLin.lean | 173 | 176 | theorem Matrix.toLinearMapRight'_one :
Matrix.toLinearMapRight' (1 : Matrix m m R) = LinearMap.id := by |
ext
simp [LinearMap.one_apply, stdBasis_apply]
| 1,710 |
import Mathlib.LinearAlgebra.Matrix.ToLin
import Mathlib.LinearAlgebra.Quotient
import Mathlib.RingTheory.Ideal.Maps
import Mathlib.RingTheory.Nilpotent.Defs
#align_import ring_theory.nilpotent from "leanprover-community/mathlib"@"da420a8c6dd5bdfb85c4ced85c34388f633bc6ff"
universe u v
open Function Set
variable {R S : Type*} {x y : R}
| Mathlib/RingTheory/Nilpotent/Lemmas.lean | 25 | 29 | theorem RingHom.ker_isRadical_iff_reduced_of_surjective {S F} [CommSemiring R] [CommRing S]
[FunLike F R S] [RingHomClass F R S] {f : F} (hf : Function.Surjective f) :
(RingHom.ker f).IsRadical ↔ IsReduced S := by |
simp_rw [isReduced_iff, hf.forall, IsNilpotent, ← map_pow, ← RingHom.mem_ker]
rfl
| 1,711 |
import Mathlib.LinearAlgebra.Matrix.ToLin
import Mathlib.LinearAlgebra.Quotient
import Mathlib.RingTheory.Ideal.Maps
import Mathlib.RingTheory.Nilpotent.Defs
#align_import ring_theory.nilpotent from "leanprover-community/mathlib"@"da420a8c6dd5bdfb85c4ced85c34388f633bc6ff"
universe u v
open Function Set
variable {R S : Type*} {x y : R}
theorem RingHom.ker_isRadical_iff_reduced_of_surjective {S F} [CommSemiring R] [CommRing S]
[FunLike F R S] [RingHomClass F R S] {f : F} (hf : Function.Surjective f) :
(RingHom.ker f).IsRadical ↔ IsReduced S := by
simp_rw [isReduced_iff, hf.forall, IsNilpotent, ← map_pow, ← RingHom.mem_ker]
rfl
#align ring_hom.ker_is_radical_iff_reduced_of_surjective RingHom.ker_isRadical_iff_reduced_of_surjective
| Mathlib/RingTheory/Nilpotent/Lemmas.lean | 32 | 35 | theorem isRadical_iff_span_singleton [CommSemiring R] :
IsRadical y ↔ (Ideal.span ({y} : Set R)).IsRadical := by |
simp_rw [IsRadical, ← Ideal.mem_span_singleton]
exact forall_swap.trans (forall_congr' fun r => exists_imp.symm)
| 1,711 |
import Mathlib.LinearAlgebra.Matrix.ToLin
import Mathlib.LinearAlgebra.Quotient
import Mathlib.RingTheory.Ideal.Maps
import Mathlib.RingTheory.Nilpotent.Defs
#align_import ring_theory.nilpotent from "leanprover-community/mathlib"@"da420a8c6dd5bdfb85c4ced85c34388f633bc6ff"
universe u v
open Function Set
variable {R S : Type*} {x y : R}
theorem RingHom.ker_isRadical_iff_reduced_of_surjective {S F} [CommSemiring R] [CommRing S]
[FunLike F R S] [RingHomClass F R S] {f : F} (hf : Function.Surjective f) :
(RingHom.ker f).IsRadical ↔ IsReduced S := by
simp_rw [isReduced_iff, hf.forall, IsNilpotent, ← map_pow, ← RingHom.mem_ker]
rfl
#align ring_hom.ker_is_radical_iff_reduced_of_surjective RingHom.ker_isRadical_iff_reduced_of_surjective
theorem isRadical_iff_span_singleton [CommSemiring R] :
IsRadical y ↔ (Ideal.span ({y} : Set R)).IsRadical := by
simp_rw [IsRadical, ← Ideal.mem_span_singleton]
exact forall_swap.trans (forall_congr' fun r => exists_imp.symm)
#align is_radical_iff_span_singleton isRadical_iff_span_singleton
namespace Commute
namespace Module.End
lemma isNilpotent.restrict {R M : Type*} [Semiring R] [AddCommMonoid M] [Module R M]
{f : M →ₗ[R] M} {p : Submodule R M} (hf : MapsTo f p p) (hnil : IsNilpotent f) :
IsNilpotent (f.restrict hf) := by
obtain ⟨n, hn⟩ := hnil
exact ⟨n, LinearMap.ext fun m ↦ by simp [LinearMap.pow_restrict n, LinearMap.restrict_apply, hn]⟩
variable {M : Type v} [Ring R] [AddCommGroup M] [Module R M]
variable {f : Module.End R M} {p : Submodule R M} (hp : p ≤ p.comap f)
| Mathlib/RingTheory/Nilpotent/Lemmas.lean | 123 | 126 | theorem IsNilpotent.mapQ (hnp : IsNilpotent f) : IsNilpotent (p.mapQ p f hp) := by |
obtain ⟨k, hk⟩ := hnp
use k
simp [← p.mapQ_pow, hk]
| 1,711 |
import Mathlib.Order.Filter.EventuallyConst
import Mathlib.Order.PartialSups
import Mathlib.Algebra.Module.Submodule.IterateMapComap
import Mathlib.RingTheory.OrzechProperty
import Mathlib.RingTheory.Nilpotent.Lemmas
#align_import ring_theory.noetherian from "leanprover-community/mathlib"@"210657c4ea4a4a7b234392f70a3a2a83346dfa90"
open Set Filter Pointwise
-- Porting note: should this be renamed to `Noetherian`?
class IsNoetherian (R M) [Semiring R] [AddCommMonoid M] [Module R M] : Prop where
noetherian : ∀ s : Submodule R M, s.FG
#align is_noetherian IsNoetherian
attribute [inherit_doc IsNoetherian] IsNoetherian.noetherian
section
variable {R : Type*} {M : Type*} {P : Type*}
variable [Semiring R] [AddCommMonoid M] [AddCommMonoid P]
variable [Module R M] [Module R P]
open IsNoetherian
theorem isNoetherian_def : IsNoetherian R M ↔ ∀ s : Submodule R M, s.FG :=
⟨fun h => h.noetherian, IsNoetherian.mk⟩
#align is_noetherian_def isNoetherian_def
| Mathlib/RingTheory/Noetherian.lean | 81 | 91 | theorem isNoetherian_submodule {N : Submodule R M} :
IsNoetherian R N ↔ ∀ s : Submodule R M, s ≤ N → s.FG := by |
refine ⟨fun ⟨hn⟩ => fun s hs =>
have : s ≤ LinearMap.range N.subtype := N.range_subtype.symm ▸ hs
Submodule.map_comap_eq_self this ▸ (hn _).map _,
fun h => ⟨fun s => ?_⟩⟩
have f := (Submodule.equivMapOfInjective N.subtype Subtype.val_injective s).symm
have h₁ := h (s.map N.subtype) (Submodule.map_subtype_le N s)
have h₂ : (⊤ : Submodule R (s.map N.subtype)).map f = ⊤ := by simp
have h₃ := ((Submodule.fg_top _).2 h₁).map (↑f : _ →ₗ[R] s)
exact (Submodule.fg_top _).1 (h₂ ▸ h₃)
| 1,712 |
import Mathlib.Order.Filter.EventuallyConst
import Mathlib.Order.PartialSups
import Mathlib.Algebra.Module.Submodule.IterateMapComap
import Mathlib.RingTheory.OrzechProperty
import Mathlib.RingTheory.Nilpotent.Lemmas
#align_import ring_theory.noetherian from "leanprover-community/mathlib"@"210657c4ea4a4a7b234392f70a3a2a83346dfa90"
open Set Filter Pointwise
-- Porting note: should this be renamed to `Noetherian`?
class IsNoetherian (R M) [Semiring R] [AddCommMonoid M] [Module R M] : Prop where
noetherian : ∀ s : Submodule R M, s.FG
#align is_noetherian IsNoetherian
attribute [inherit_doc IsNoetherian] IsNoetherian.noetherian
section
variable {R : Type*} {M : Type*} {P : Type*}
variable [Semiring R] [AddCommMonoid M] [AddCommMonoid P]
variable [Module R M] [Module R P]
open IsNoetherian
theorem isNoetherian_def : IsNoetherian R M ↔ ∀ s : Submodule R M, s.FG :=
⟨fun h => h.noetherian, IsNoetherian.mk⟩
#align is_noetherian_def isNoetherian_def
theorem isNoetherian_submodule {N : Submodule R M} :
IsNoetherian R N ↔ ∀ s : Submodule R M, s ≤ N → s.FG := by
refine ⟨fun ⟨hn⟩ => fun s hs =>
have : s ≤ LinearMap.range N.subtype := N.range_subtype.symm ▸ hs
Submodule.map_comap_eq_self this ▸ (hn _).map _,
fun h => ⟨fun s => ?_⟩⟩
have f := (Submodule.equivMapOfInjective N.subtype Subtype.val_injective s).symm
have h₁ := h (s.map N.subtype) (Submodule.map_subtype_le N s)
have h₂ : (⊤ : Submodule R (s.map N.subtype)).map f = ⊤ := by simp
have h₃ := ((Submodule.fg_top _).2 h₁).map (↑f : _ →ₗ[R] s)
exact (Submodule.fg_top _).1 (h₂ ▸ h₃)
#align is_noetherian_submodule isNoetherian_submodule
theorem isNoetherian_submodule_left {N : Submodule R M} :
IsNoetherian R N ↔ ∀ s : Submodule R M, (N ⊓ s).FG :=
isNoetherian_submodule.trans ⟨fun H _ => H _ inf_le_left, fun H _ hs => inf_of_le_right hs ▸ H _⟩
#align is_noetherian_submodule_left isNoetherian_submodule_left
theorem isNoetherian_submodule_right {N : Submodule R M} :
IsNoetherian R N ↔ ∀ s : Submodule R M, (s ⊓ N).FG :=
isNoetherian_submodule.trans ⟨fun H _ => H _ inf_le_right, fun H _ hs => inf_of_le_left hs ▸ H _⟩
#align is_noetherian_submodule_right isNoetherian_submodule_right
instance isNoetherian_submodule' [IsNoetherian R M] (N : Submodule R M) : IsNoetherian R N :=
isNoetherian_submodule.2 fun _ _ => IsNoetherian.noetherian _
#align is_noetherian_submodule' isNoetherian_submodule'
theorem isNoetherian_of_le {s t : Submodule R M} [ht : IsNoetherian R t] (h : s ≤ t) :
IsNoetherian R s :=
isNoetherian_submodule.mpr fun _ hs' => isNoetherian_submodule.mp ht _ (le_trans hs' h)
#align is_noetherian_of_le isNoetherian_of_le
variable (M)
theorem isNoetherian_of_surjective (f : M →ₗ[R] P) (hf : LinearMap.range f = ⊤) [IsNoetherian R M] :
IsNoetherian R P :=
⟨fun s =>
have : (s.comap f).map f = s := Submodule.map_comap_eq_self <| hf.symm ▸ le_top
this ▸ (noetherian _).map _⟩
#align is_noetherian_of_surjective isNoetherian_of_surjective
variable {M}
instance isNoetherian_quotient {R} [Ring R] {M} [AddCommGroup M] [Module R M]
(N : Submodule R M) [IsNoetherian R M] : IsNoetherian R (M ⧸ N) :=
isNoetherian_of_surjective _ _ (LinearMap.range_eq_top.mpr N.mkQ_surjective)
#align submodule.quotient.is_noetherian isNoetherian_quotient
@[deprecated (since := "2024-04-27"), nolint defLemma]
alias Submodule.Quotient.isNoetherian := isNoetherian_quotient
theorem isNoetherian_of_linearEquiv (f : M ≃ₗ[R] P) [IsNoetherian R M] : IsNoetherian R P :=
isNoetherian_of_surjective _ f.toLinearMap f.range
#align is_noetherian_of_linear_equiv isNoetherian_of_linearEquiv
| Mathlib/RingTheory/Noetherian.lean | 136 | 139 | theorem isNoetherian_top_iff : IsNoetherian R (⊤ : Submodule R M) ↔ IsNoetherian R M := by |
constructor <;> intro h
· exact isNoetherian_of_linearEquiv (LinearEquiv.ofTop (⊤ : Submodule R M) rfl)
· exact isNoetherian_of_linearEquiv (LinearEquiv.ofTop (⊤ : Submodule R M) rfl).symm
| 1,712 |
import Mathlib.LinearAlgebra.Span
import Mathlib.RingTheory.Ideal.IsPrimary
import Mathlib.RingTheory.Ideal.QuotientOperations
import Mathlib.RingTheory.Noetherian
#align_import ring_theory.ideal.associated_prime from "leanprover-community/mathlib"@"f0c8bf9245297a541f468be517f1bde6195105e9"
variable {R : Type*} [CommRing R] (I J : Ideal R) (M : Type*) [AddCommGroup M] [Module R M]
def IsAssociatedPrime : Prop :=
I.IsPrime ∧ ∃ x : M, I = (R ∙ x).annihilator
#align is_associated_prime IsAssociatedPrime
variable (R)
def associatedPrimes : Set (Ideal R) :=
{ I | IsAssociatedPrime I M }
#align associated_primes associatedPrimes
variable {I J M R}
variable {M' : Type*} [AddCommGroup M'] [Module R M'] (f : M →ₗ[R] M')
theorem AssociatePrimes.mem_iff : I ∈ associatedPrimes R M ↔ IsAssociatedPrime I M := Iff.rfl
#align associate_primes.mem_iff AssociatePrimes.mem_iff
theorem IsAssociatedPrime.isPrime (h : IsAssociatedPrime I M) : I.IsPrime := h.1
#align is_associated_prime.is_prime IsAssociatedPrime.isPrime
| Mathlib/RingTheory/Ideal/AssociatedPrime.lean | 59 | 65 | theorem IsAssociatedPrime.map_of_injective (h : IsAssociatedPrime I M) (hf : Function.Injective f) :
IsAssociatedPrime I M' := by |
obtain ⟨x, rfl⟩ := h.2
refine ⟨h.1, ⟨f x, ?_⟩⟩
ext r
rw [Submodule.mem_annihilator_span_singleton, Submodule.mem_annihilator_span_singleton, ←
map_smul, ← f.map_zero, hf.eq_iff]
| 1,713 |
import Mathlib.LinearAlgebra.Span
import Mathlib.RingTheory.Ideal.IsPrimary
import Mathlib.RingTheory.Ideal.QuotientOperations
import Mathlib.RingTheory.Noetherian
#align_import ring_theory.ideal.associated_prime from "leanprover-community/mathlib"@"f0c8bf9245297a541f468be517f1bde6195105e9"
variable {R : Type*} [CommRing R] (I J : Ideal R) (M : Type*) [AddCommGroup M] [Module R M]
def IsAssociatedPrime : Prop :=
I.IsPrime ∧ ∃ x : M, I = (R ∙ x).annihilator
#align is_associated_prime IsAssociatedPrime
variable (R)
def associatedPrimes : Set (Ideal R) :=
{ I | IsAssociatedPrime I M }
#align associated_primes associatedPrimes
variable {I J M R}
variable {M' : Type*} [AddCommGroup M'] [Module R M'] (f : M →ₗ[R] M')
theorem AssociatePrimes.mem_iff : I ∈ associatedPrimes R M ↔ IsAssociatedPrime I M := Iff.rfl
#align associate_primes.mem_iff AssociatePrimes.mem_iff
theorem IsAssociatedPrime.isPrime (h : IsAssociatedPrime I M) : I.IsPrime := h.1
#align is_associated_prime.is_prime IsAssociatedPrime.isPrime
theorem IsAssociatedPrime.map_of_injective (h : IsAssociatedPrime I M) (hf : Function.Injective f) :
IsAssociatedPrime I M' := by
obtain ⟨x, rfl⟩ := h.2
refine ⟨h.1, ⟨f x, ?_⟩⟩
ext r
rw [Submodule.mem_annihilator_span_singleton, Submodule.mem_annihilator_span_singleton, ←
map_smul, ← f.map_zero, hf.eq_iff]
#align is_associated_prime.map_of_injective IsAssociatedPrime.map_of_injective
theorem LinearEquiv.isAssociatedPrime_iff (l : M ≃ₗ[R] M') :
IsAssociatedPrime I M ↔ IsAssociatedPrime I M' :=
⟨fun h => h.map_of_injective l l.injective,
fun h => h.map_of_injective l.symm l.symm.injective⟩
#align linear_equiv.is_associated_prime_iff LinearEquiv.isAssociatedPrime_iff
| Mathlib/RingTheory/Ideal/AssociatedPrime.lean | 74 | 78 | theorem not_isAssociatedPrime_of_subsingleton [Subsingleton M] : ¬IsAssociatedPrime I M := by |
rintro ⟨hI, x, hx⟩
apply hI.ne_top
rwa [Subsingleton.elim x 0, Submodule.span_singleton_eq_bot.mpr rfl, Submodule.annihilator_bot]
at hx
| 1,713 |
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