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import Mathlib
import OAI.Computability.DirectedFeedback.Games.BlockOrientations
namespace OAI
namespace DFVSGames.Quadratic
open Module
open scoped BigOperators
noncomputable section
section AlignmentEvents
variable {R F V ι n : Type*}
variable [Field R] [Field F] [Algebra R F]
variable [AddCommGroup V] [Module R V]
variable [Fintype V] [Fintype ι] [Fintype n]
def alignmentEvent (z : V → n → F) (g : V →ₗ[R] (n → F)) (c : V → F) :
Finset V := by
classical
exact Finset.univ.filter (fun v => v ≠ 0 ∧ (∑ i, z v i * g v i) = c v)
theorem all_lifts_bound_iff_subsets (b : Basis ι R V) (z : V → n → F)
(c : V → F) (k : ℕ) :
(∀ g : V →ₗ[R] (n → F), (alignmentEvent z g c).card ≤ k) ↔
∀ E : Finset V, 0 ∉ E → E.card = k + 1 →
(fun e : E => c e) ∉
LinearMap.range (alignmentMatrix b (fun e : E => (e : V)) z).mulVecLin := by
classical
constructor
· intro h E hzero hcard hmem
obtain ⟨g, hg⟩ := (exists_lift_alignment_iff_mem_range b
(fun e : E => (e : V)) z (fun e : E => c e)).mpr hmem
have hsubset : E ⊆ alignmentEvent z g c := by
intro v hv
refine Finset.mem_filter.mpr ⟨Finset.mem_univ _, ?_, hg ⟨v, hv⟩⟩
intro hvzero
exact hzero (hvzero ▸ hv)
have hle := (Finset.card_le_card hsubset).trans (h g)
omega
· intro h g
by_contra hbad
have hlarge : k + 1 ≤ (alignmentEvent z g c).card := by omega
obtain ⟨E, hsub, hcard⟩ := Finset.exists_subset_card_eq hlarge
have hzero : (0 : V) ∉ E := by
intro hz
have hh := (Finset.mem_filter.mp (hsub hz)).2.1
exact hh rfl
apply h E hzero hcard
apply (exists_lift_alignment_iff_mem_range b
(fun e : E => (e : V)) z (fun e : E => c e)).mp
refine ⟨g, ?_⟩
intro e
exact (Finset.mem_filter.mp (hsub e.property)).2.2
theorem all_lifts_bound_of_card_le (z : V → n → F) (c : V → F) (k : ℕ)
(hcard : Fintype.card V - 1 ≤ k) (g : V →ₗ[R] (n → F)) :
(alignmentEvent z g c).card ≤ k := by
classical
have hsub : alignmentEvent z g c ⊆ Finset.univ.erase (0 : V) := by
intro v hv
exact Finset.mem_erase.mpr ⟨(Finset.mem_filter.mp hv).2.1, Finset.mem_univ _⟩
have hle := Finset.card_le_card hsub
simpa using hle.trans (by simpa using hcard)
end AlignmentEvents
variable {F : Type*} [Field F] [Fintype F] [CharP F 2] [Algebra (ZMod 2) F]
def alignmentRightHandSide (z : Fin 3 → F) : F := squareRoot (z 0 * z 1 * z 2)
def IsGeneric (S : Submodule (ZMod 2) (Fin 3 → F)) : Prop := by
classical
exact
(∀ z w : S, z ≠ 0 → w ≠ 0 →
(∃ t : F, (z : Fin 3 → F) = t • (w : Fin 3 → F)) → z = w) ∧
(∀ g : S →ₗ[ZMod 2] (Fin 3 → F),
(alignmentEvent (R := ZMod 2) (fun z : S => (z : Fin 3 → F)) g
(fun z : S => alignmentRightHandSide (z : Fin 3 → F))).card ≤
3 * Module.finrank (ZMod 2) S)
end
end DFVSGames.Quadratic
namespace DFVSGames.Quadratic
noncomputable section
variable {R V W I : Type*} [Field R]
variable [AddCommGroup V] [Module R V]
variable [AddCommGroup W] [Module R W]
theorem finrank_le_one_of_nonzero_unique
(h : ∀ v w : V, v ≠ 0 → w ≠ 0 → v = w) :
Module.finrank R V ≤ 1 := by
classical
by_cases hex : ∃ v : V, v ≠ 0
· obtain ⟨v, hv⟩ := hex
apply finrank_le_one v
intro w
by_cases hw : w = 0
· exact ⟨0, by simp [hw]⟩
· exact ⟨1, by simpa using h v w hv hw⟩
· apply finrank_le_one (0 : V)
intro w
have hw : w = 0 := by
by_contra hw
exact hex ⟨w, hw⟩
exact ⟨0, by simp [hw]⟩
theorem finrank_ker_le_one_of_nonzero_unique (f : V →ₗ[R] W)
(h : ∀ v w : V, v ≠ 0 → w ≠ 0 → f v = 0 → f w = 0 → v = w) :
Module.finrank R f.ker ≤ 1 := by
apply finrank_le_one_of_nonzero_unique
intro v w hv hw
apply Subtype.ext
apply h v w
· intro hv0
apply hv
exact Subtype.ext hv0
· intro hw0
apply hw
exact Subtype.ext hw0
· exact v.property
· exact w.property
theorem finrank_source_le_range_add_one [FiniteDimensional R V]
(f : V →ₗ[R] W)
(h : ∀ v w : V, v ≠ 0 → w ≠ 0 → f v = 0 → f w = 0 → v = w) :
Module.finrank R V ≤ Module.finrank R f.range + 1 := by
have hk := finrank_ker_le_one_of_nonzero_unique f h
have hr := f.finrank_range_add_finrank_ker
omega
variable [Fintype V] [Fintype I] [DecidableEq I]
def lossIndices (f : I → V →ₗ[R] W) : Finset I := by
classical
exact Finset.univ.filter (fun i => ∃ v : V, v ≠ 0 ∧ f i v = 0)
def alignedCharacters (aligned : V → Prop) : Finset V := by
classical
exact Finset.univ.filter (fun v => v ≠ 0 ∧ aligned v)
theorem lossIndices_subset_image (f : I → V →ₗ[R] W)
(aligned : V → Prop) (lineOf : V → I)
(hkernel : ∀ i v, v ≠ 0 → f i v = 0 → aligned v ∧ lineOf v = i) :
lossIndices f ⊆ (alignedCharacters aligned).image lineOf := by
classical
intro i hi
obtain ⟨v, hv, hfv⟩ := (Finset.mem_filter.mp hi).2
obtain ⟨halign, hline⟩ := hkernel i v hv hfv
apply Finset.mem_image.mpr
exact ⟨v, Finset.mem_filter.mpr ⟨Finset.mem_univ _, hv, halign⟩, hline⟩
theorem card_lossIndices_le_card_aligned (f : I → V →ₗ[R] W)
(aligned : V → Prop) (lineOf : V → I)
(hkernel : ∀ i v, v ≠ 0 → f i v = 0 → aligned v ∧ lineOf v = i) :
(lossIndices f).card ≤ (alignedCharacters aligned).card := by
classical
exact (Finset.card_le_card (lossIndices_subset_image f aligned lineOf hkernel)).trans
(Finset.card_image_le (s := alignedCharacters aligned) (f := lineOf))
theorem card_lossIndices_le (f : I → V →ₗ[R] W)
(aligned : V → Prop) (lineOf : V → I) (r : ℕ)
(hkernel : ∀ i v, v ≠ 0 → f i v = 0 → aligned v ∧ lineOf v = i)
(hgeneric : (alignedCharacters aligned).card ≤ 3 * r) :
(lossIndices f).card ≤ 3 * r :=
(card_lossIndices_le_card_aligned f aligned lineOf hkernel).trans hgeneric
theorem card_lossIndices_le_nonzero (f : I → V →ₗ[R] W)
(lineOf : V → I)
(hkernel : ∀ i v, v ≠ 0 → f i v = 0 → lineOf v = i) :
(lossIndices f).card ≤ Fintype.card V - 1 := by
classical
have h := card_lossIndices_le_card_aligned f (fun _ => True) lineOf
(fun i v hv hfv => ⟨trivial, hkernel i v hv hfv⟩)
simpa [alignedCharacters, Finset.filter_ne'] using h
end
end DFVSGames.Quadratic
namespace DFVSGames.Quadratic
noncomputable section
variable {F : Type*} [Field F] [Fintype F] [CharP F 2] [Algebra (ZMod 2) F]
omit [Fintype F] [CharP F 2] [Algebra (ZMod 2) F] in
private theorem dot_add_first_inline_BlockRestriction (x y z : Vec F) :
dot (x + y) z = dot x z + dot y z := by
simp only [dot, Pi.add_apply]
ring
def blockCharacterLinear (g z : Vec F) :
(Vec F × Vec F) →ₗ[ZMod 2] ZMod 2 where
toFun := blockCharacter g z
map_add' := by
intro p q
simp only [blockCharacter, Prod.fst_add, Prod.snd_add, dot_add_right, map_add]
ring
map_smul' := by
intro c p
have hc : c = 0 ∨ c = 1 := by
fin_cases c
· exact Or.inl rfl
· exact Or.inr rfl
rcases hc with rfl | rfl <;> simp [blockCharacter]
def blockRestriction (S : Submodule (ZMod 2) (Vec F))
(g : S →ₗ[ZMod 2] Vec F) (v : Vec F) :
S →ₗ[ZMod 2] ((U v) →ₗ[ZMod 2] ZMod 2) where
toFun z := (blockCharacterLinear (g z) z).comp (U v).subtype
map_add' := by
intro z w
ext p
simp only [LinearMap.comp_apply, blockCharacterLinear, LinearMap.coe_mk,
AddHom.coe_mk, LinearMap.add_apply, map_add, Submodule.coe_add,
blockCharacter, dot_add_first_inline_BlockRestriction, map_add]
ring
map_smul' := by
intro c z
have hc : c = 0 ∨ c = 1 := by
fin_cases c
· exact Or.inl rfl
· exact Or.inr rfl
rcases hc with rfl | rfl <;> ext p <;>
simp [blockCharacterLinear, blockCharacter]
omit [Fintype F] in
@[simp] theorem blockRestriction_apply (S : Submodule (ZMod 2) (Vec F))
(g : S →ₗ[ZMod 2] Vec F) (v : Vec F) (z : S) (p : U v) :
blockRestriction S g v z p = blockCharacter (g z) z p := rfl
omit [Fintype F] in
theorem blockRestriction_eq_zero_iff (S : Submodule (ZMod 2) (Vec F))
(g : S →ₗ[ZMod 2] Vec F) (v : Vec F) (z : S) :
blockRestriction S g v z = 0 ↔ BlockAnnihilates (g z) z v := by
constructor
· intro h p hp
exact LinearMap.congr_fun h ⟨p, hp⟩
· intro h
ext p
exact h p p.property
theorem mem_ker_blockRestriction_iff (S : Submodule (ZMod 2) (Vec F))
(g : S →ₗ[ZMod 2] Vec F) {v : Vec F} (hv : v ≠ 0)
{z : S} (hz : z ≠ 0) :
z ∈ (blockRestriction S g v).ker ↔
(z : Vec F) ∈ line v ∧
dot (g z) z = squareRoot (z.val 0 * z.val 1 * z.val 2) := by
have hz' : (z : Vec F) ≠ 0 := fun h => hz (Subtype.ext h)
rw [LinearMap.mem_ker, blockRestriction_eq_zero_iff, blockAnnihilates_iff hv hz']
theorem blockRestriction_nonzero_kernel_unique
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
{v : Vec F} (hv : v ≠ 0) (hS : IsGeneric S)
(z w : S) (hz : z ≠ 0) (hw : w ≠ 0)
(hgz : blockRestriction S g v z = 0)
(hgw : blockRestriction S g v w = 0) : z = w := by
have hzline := mem_line_of_blockAnnihilates hv
((blockRestriction_eq_zero_iff S g v z).mp hgz)
have hwline := mem_line_of_blockAnnihilates hv
((blockRestriction_eq_zero_iff S g v w).mp hgw)
obtain ⟨t, ht⟩ := (mem_line_iff v z).mp hzline
obtain ⟨s, hs⟩ := (mem_line_iff v w).mp hwline
have hsne : s ≠ 0 := by
intro hzero
apply hw
apply Subtype.ext
simpa [hzero] using hs.symm
apply hS.1 z w hz hw
refine ⟨t / s, ?_⟩
rw [← ht, ← hs, smul_smul, div_mul_cancel₀ _ hsne]
theorem finrank_ker_blockRestriction_le_one
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
{v : Vec F} (hv : v ≠ 0) (hS : IsGeneric S) :
Module.finrank (ZMod 2) (blockRestriction S g v).ker ≤ 1 :=
finrank_ker_le_one_of_nonzero_unique (blockRestriction S g v)
(blockRestriction_nonzero_kernel_unique S g hv hS)
theorem finrank_blockRestriction_source_le_range_add_one
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
{v : Vec F} (hv : v ≠ 0) (hS : IsGeneric S) :
Module.finrank (ZMod 2) S ≤
Module.finrank (ZMod 2) (blockRestriction S g v).range + 1 :=
finrank_source_le_range_add_one (blockRestriction S g v)
(blockRestriction_nonzero_kernel_unique S g hv hS)
end
end DFVSGames.Quadratic
namespace DFVSGames.Quadratic
noncomputable section
variable {F B : Type*} [Field F] [Fintype F] [CharP F 2] [Algebra (ZMod 2) F]
variable [AddCommGroup B] [Module (ZMod 2) B]
def orientedBlockRestriction (S : Submodule (ZMod 2) (Vec F))
(g : S →ₗ[ZMod 2] Vec F) (v : Vec F) (J : B ≃ₗ[ZMod 2] U v) :
S →ₗ[ZMod 2] (B →ₗ[ZMod 2] ZMod 2) :=
J.dualMap.toLinearMap.comp (blockRestriction S g v)
omit [Fintype F] in
@[simp] theorem orientedBlockRestriction_apply
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
(v : Vec F) (J : B ≃ₗ[ZMod 2] U v) (z : S) (b : B) :
orientedBlockRestriction S g v J z b = blockCharacter (g z) z (J b) := rfl
omit [Fintype F] in
theorem orientedBlockRestriction_eq_zero_iff
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
(v : Vec F) (J : B ≃ₗ[ZMod 2] U v) (z : S) :
orientedBlockRestriction S g v J z = 0 ↔ blockRestriction S g v z = 0 := by
change J.dualMap (blockRestriction S g v z) = 0 ↔ _
constructor
· intro h
apply J.dualMap.injective
simpa only [map_zero] using h
· intro h
rw [h, map_zero]
omit [Fintype F] in
theorem ker_orientedBlockRestriction
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
(v : Vec F) (J : B ≃ₗ[ZMod 2] U v) :
(orientedBlockRestriction S g v J).ker = (blockRestriction S g v).ker := by
ext z
simp only [LinearMap.mem_ker, orientedBlockRestriction_eq_zero_iff]
omit [Fintype F] in
theorem ker_orientedBlockRestriction_independent
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
(v : Vec F) (J J' : B ≃ₗ[ZMod 2] U v) :
(orientedBlockRestriction S g v J).ker =
(orientedBlockRestriction S g v J').ker := by
rw [ker_orientedBlockRestriction, ker_orientedBlockRestriction]
theorem mem_ker_orientedBlockRestriction_iff
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
{v : Vec F} (hv : v ≠ 0) (J : B ≃ₗ[ZMod 2] U v)
{z : S} (hz : z ≠ 0) :
z ∈ (orientedBlockRestriction S g v J).ker ↔
(z : Vec F) ∈ line v ∧
dot (g z) z = squareRoot (z.val 0 * z.val 1 * z.val 2) := by
rw [ker_orientedBlockRestriction]
exact mem_ker_blockRestriction_iff S g hv hz
theorem finrank_ker_orientedBlockRestriction_le_one
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
{v : Vec F} (hv : v ≠ 0) (hS : IsGeneric S) (J : B ≃ₗ[ZMod 2] U v) :
Module.finrank (ZMod 2) (orientedBlockRestriction S g v J).ker ≤ 1 := by
rw [ker_orientedBlockRestriction]
exact finrank_ker_blockRestriction_le_one S g hv hS
end
end DFVSGames.Quadratic
namespace DFVSGames.Gadget.BlockDescent
open Quadratic OrientedBlockKernel
noncomputable section
variable {F : Type*} [Field F] [Fintype F] [CharP F 2] [Algebra (ZMod 2) F]
abbrev BinaryDual := Vec F →ₗ[ZMod 2] ZMod 2
def traceSpace (S : Submodule (ZMod 2) (BinaryDual (F := F))) :
Submodule (ZMod 2) (Vec F) := S.map traceDualEquiv.symm.toLinearMap
def traceSpaceEquiv (S : Submodule (ZMod 2) (BinaryDual (F := F))) :
S ≃ₗ[ZMod 2] traceSpace S :=
Submodule.equivMapOfInjective traceDualEquiv.symm.toLinearMap
traceDualEquiv.symm.injective S
omit [CharP F 2] in
theorem traceSpace_finrank (S : Submodule (ZMod 2) (BinaryDual (F := F))) :
Module.finrank (ZMod 2) (traceSpace S) = Module.finrank (ZMod 2) S :=
(traceSpaceEquiv S).finrank_eq.symm
omit [CharP F 2] in
@[simp] theorem traceSpaceEquiv_apply_val
(S : Submodule (ZMod 2) (BinaryDual (F := F))) (z : S) :
(traceSpaceEquiv S z).val = traceDualEquiv.symm z.val := rfl
omit [CharP F 2] in
theorem traceSpaceEquiv_symm_val
(S : Submodule (ZMod 2) (BinaryDual (F := F))) (z : traceSpace S) :
((traceSpaceEquiv S).symm z).val = traceDualEquiv z.val := by
apply traceDualEquiv.symm.injective
have h := congrArg Subtype.val ((traceSpaceEquiv S).apply_symm_apply z)
simpa only [traceSpaceEquiv_apply_val, LinearEquiv.symm_apply_apply] using h
def traceLift (S : Submodule (ZMod 2) (BinaryDual (F := F)))
(γ : S →ₗ[ZMod 2] BinaryDual (F := F)) : traceSpace S →ₗ[ZMod 2] Vec F :=
representTraceFamily (γ.comp (traceSpaceEquiv S).symm.toLinearMap)
theorem childCharacter_comp_traceSpaceEquiv
(S : Submodule (ZMod 2) (BinaryDual (F := F)))
(γ : S →ₗ[ZMod 2] BinaryDual (F := F)) (i : BlockOrientationIndex F) :
(childCharacter orientedBlockLinear γ i).comp (traceSpaceEquiv S).symm.toLinearMap =
orientedBlockRestriction (traceSpace S) (traceLift S γ) (lineGenerator i.1) i.2 := by
apply LinearMap.ext
intro z
apply LinearMap.ext
intro b
change γ ((traceSpaceEquiv S).symm z) (i.2 b).val.1 +
((traceSpaceEquiv S).symm z).val (i.2 b).val.2 =
traceBinary (dot (traceLift S γ z) (i.2 b).val.1 + dot z.val (i.2 b).val.2)
rw [map_add]
rw [show traceBinary (dot (traceLift S γ z) (i.2 b).val.1) =
γ ((traceSpaceEquiv S).symm z) (i.2 b).val.1 from
representTraceFamily_spec (γ.comp (traceSpaceEquiv S).symm.toLinearMap) z _]
rw [traceSpaceEquiv_symm_val, traceDualEquiv_apply]
theorem childCharacter_range_eq
(S : Submodule (ZMod 2) (BinaryDual (F := F)))
(γ : S →ₗ[ZMod 2] BinaryDual (F := F)) (i : BlockOrientationIndex F) :
(childCharacter orientedBlockLinear γ i).range =
(orientedBlockRestriction (traceSpace S) (traceLift S γ)
(lineGenerator i.1) i.2).range := by
rw [← childCharacter_comp_traceSpaceEquiv]
exact (LinearMap.range_comp_of_range_eq_top _ (LinearEquiv.range _)).symm
theorem childCharacter_range_eq_dual_pullback
(S : Submodule (ZMod 2) (BinaryDual (F := F)))
(γ : S →ₗ[ZMod 2] BinaryDual (F := F)) (i : BlockOrientationIndex F) :
(childCharacter orientedBlockLinear γ i).range =
((blockRestriction (traceSpace S) (traceLift S γ) (lineGenerator i.1)).range).map
i.2.dualMap.toLinearMap := by
rw [childCharacter_range_eq]
exact LinearMap.range_comp _ _
theorem childCharacter_rank_independent
(S : Submodule (ZMod 2) (BinaryDual (F := F)))
(γ : S →ₗ[ZMod 2] BinaryDual (F := F)) (A : FieldLine F)
(J J' : BlockOrientation A) :
Module.finrank (ZMod 2) (childCharacter orientedBlockLinear γ ⟨A, J⟩).range =
Module.finrank (ZMod 2) (childCharacter orientedBlockLinear γ ⟨A, J'⟩).range := by
rw [childCharacter_range_eq_dual_pullback, childCharacter_range_eq_dual_pullback]
rw [J.dualMap.finrank_map_eq, J'.dualMap.finrank_map_eq]
end
end DFVSGames.Gadget.BlockDescent
namespace DFVSGames.Gadget.Descent
universe u v
variable {k : Type u} {B I X : Type v} [Field k]
variable [AddCommGroup B] [Module k B] [Finite B] [FiniteDimensional k B]
variable [Fintype I] [DecidableEq I] [Nonempty I]
variable [AddCommGroup X] [Module k X]
variable (J : I → B →ₗ[k] X × B) (hJ : Function.Surjective (aggregate J)) (Q : X → B)
noncomputable def commonGamma (s : Stage k B) (S : Submodule k (B →ₗ[k] k))
(L : Lift (Stage.next J hJ Q s) S) : S →ₗ[k] (X →ₗ[k] k) :=
Classical.choose (exists_common_child_character J hJ Q s S L)
omit [FiniteDimensional k B] in
omit [Finite B] in
theorem commonGamma_spec (s : Stage k B) (S : Submodule k (B →ₗ[k] k))
(L : Lift (Stage.next J hJ Q s) S) (i : I) (z : S) (h : s.Shift) :
L.family z (Pi.single i (s.embed h)) =
childCharacter J (commonGamma J hJ Q s S L) i z (s.logical h) :=
Classical.choose_spec (exists_common_child_character J hJ Q s S L) i z h
noncomputable def childDomain (s : Stage k B) (S : Submodule k (B →ₗ[k] k))
(L : Lift (Stage.next J hJ Q s) S) (i : I) : Submodule k (B →ₗ[k] k) :=
LinearMap.range (childCharacter J (commonGamma J hJ Q s S L) i)
noncomputable def childLift (s : Stage k B) (S : Submodule k (B →ₗ[k] k))
(L : Lift (Stage.next J hJ Q s) S) (i : I) :
Lift s (childDomain J hJ Q s S L i) :=
Classical.choose (exists_descendant_lift J hJ Q s S L
(commonGamma J hJ Q s S L) (commonGamma_spec J hJ Q s S L) i)
noncomputable def childSection (s : Stage k B) (S : Submodule k (B →ₗ[k] k))
(L : Lift (Stage.next J hJ Q s) S) (i : I) :
childDomain J hJ Q s S L i →ₗ[k] S :=
Classical.choose (Classical.choose_spec (exists_descendant_lift J hJ Q s S L
(commonGamma J hJ Q s S L) (commonGamma_spec J hJ Q s S L) i))
omit [FiniteDimensional k B] [Finite B] in
theorem childSection_rightInverse (s : Stage k B) (S : Submodule k (B →ₗ[k] k))
(L : Lift (Stage.next J hJ Q s) S) (i : I)
(z : childDomain J hJ Q s S L i) :
childCharacter J (commonGamma J hJ Q s S L) i
(childSection J hJ Q s S L i z) = z.val :=
(Classical.choose_spec (Classical.choose_spec (exists_descendant_lift J hJ Q s S L
(commonGamma J hJ Q s S L) (commonGamma_spec J hJ Q s S L) i))).1 z
omit [FiniteDimensional k B] [Finite B] in
theorem childLift_spec (s : Stage k B) (S : Submodule k (B →ₗ[k] k))
(L : Lift (Stage.next J hJ Q s) S) (i : I)
(z : childDomain J hJ Q s S L i) (p : s.Input) :
(childLift J hJ Q s S L i).family z p =
L.family (childSection J hJ Q s S L i z) (Pi.single i p) :=
(Classical.choose_spec (Classical.choose_spec (exists_descendant_lift J hJ Q s S L
(commonGamma J hJ Q s S L) (commonGamma_spec J hJ Q s S L) i))).2 z p
omit [FiniteDimensional k B] [Finite B] in
theorem child_detection (s : Stage k B) (S : Submodule k (B →ₗ[k] k))
(L : Lift (Stage.next J hJ Q s) S) (i : I) (n : s.Noise)
(hdetect : ∃ z, (childLift J hJ Q s S L i).family z (s.noise n) ≠ 0) :
∃ z, L.family z ((Stage.next J hJ Q s).noise (i, n)) ≠ 0 :=
descendant_detection_implies_parent J hJ Q s S L _ _ i
(childLift_spec J hJ Q s S L i) n hdetect
omit [Finite B] in
theorem child_rank_le (s : Stage k B) (S : Submodule k (B →ₗ[k] k))
(L : Lift (Stage.next J hJ Q s) S) (i : I) :
Module.finrank k (childDomain J hJ Q s S L i) ≤ Module.finrank k S :=
LinearMap.finrank_range_le _
noncomputable def leafRank
(J : I → B →ₗ[k] X × B) (hJ : Function.Surjective (aggregate J)) (Q : X → B) :
(n : ℕ) → (S : Submodule k (B →ₗ[k] k)) →
Lift (Stage.iterate J hJ Q n) S → (Stage.iterate J hJ Q n).Noise → ℕ
| 0, S, _, _ => Module.finrank k S
| n + 1, S, L, t => leafRank J hJ Q n
(childDomain J hJ Q (Stage.iterate J hJ Q n) S L t.1)
(childLift J hJ Q (Stage.iterate J hJ Q n) S L t.1) t.2
theorem leafRank_le (n : ℕ) (S : Submodule k (B →ₗ[k] k))
(L : Lift (Stage.iterate J hJ Q n) S) (t : (Stage.iterate J hJ Q n).Noise) :
leafRank J hJ Q n S L t ≤ Module.finrank k S := by
induction n generalizing S with
| zero => exact le_rfl
| succ n ih =>
exact (ih _ _ _).trans (child_rank_le J hJ Q _ S L t.1)
end DFVSGames.Gadget.Descent
namespace DFVSGames.Quadratic
noncomputable section
variable {F : Type*} [Field F] [Fintype F] [CharP F 2] [Algebra (ZMod 2) F]
local instance : Fintype (FieldLine F) := Fintype.ofFinite _
local instance (S : Submodule (ZMod 2) (Vec F)) : Fintype S := by
classical
exact Subtype.fintype (Membership.mem S)
def characterFieldLine (A₀ : FieldLine F) (z : Vec F) : FieldLine F := by
classical
exact if hz : z = 0 then A₀ else Projectivization.mk F z hz
omit [Fintype F] [CharP F 2] [Algebra (ZMod 2) F] in
theorem characterFieldLine_eq_of_mem {A₀ A : FieldLine F} {z : Vec F}
(hz : z ≠ 0) (hm : z ∈ line (lineGenerator A)) :
characterFieldLine A₀ z = A := by
classical
rw [characterFieldLine, dite_eq_right hz, ← Projectivization.mk_rep A]
apply (Projectivization.mk_eq_mk_iff' F _ _ _ _).mpr
exact (mem_line_iff (lineGenerator A) z).mp hm
def fieldLineRestrictions (S : Submodule (ZMod 2) (Vec F))
(g : S →ₗ[ZMod 2] Vec F) (J : ∀ A : FieldLine F, BlockOrientation A) :
FieldLine F → S →ₗ[ZMod 2] (Vec F →ₗ[ZMod 2] ZMod 2) :=
fun A => orientedBlockRestriction S g (lineGenerator A) (J A)
theorem alignedCharacters_eq_alignmentEvent
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F) :
alignedCharacters (fun z : S =>
dot (g z) z = squareRoot (z.val 0 * z.val 1 * z.val 2)) =
alignmentEvent (fun z : S => (z : Vec F)) g
(fun z : S => alignmentRightHandSide (z : Vec F)) := by
classical
ext z
simp [alignedCharacters, alignmentEvent, alignmentRightHandSide,
Fin.sum_univ_three, dot, mul_comm]
theorem card_loss_fieldLineRestrictions_le
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
(J : ∀ A : FieldLine F, BlockOrientation A) (hS : IsGeneric S)
(A₀ : FieldLine F) :
(lossIndices (fieldLineRestrictions S g J)).card ≤
3 * Module.finrank (ZMod 2) S := by
classical
apply card_lossIndices_le (fieldLineRestrictions S g J)
(fun z : S => dot (g z) z = squareRoot (z.val 0 * z.val 1 * z.val 2))
(fun z : S => characterFieldLine A₀ (z : Vec F)) (Module.finrank (ZMod 2) S)
· intro A z hz hzero
have hk := (mem_ker_orientedBlockRestriction_iff S g
(lineGenerator_ne_zero A) (J A) hz).mp hzero
refine ⟨hk.2, characterFieldLine_eq_of_mem ?_ hk.1⟩
exact fun h => hz (Subtype.ext h)
· rw [alignedCharacters_eq_alignmentEvent]
exact hS.2 g
theorem card_loss_fieldLineRestrictions_le_three_rank
(S : Submodule (ZMod 2) (Vec F)) (g : S →ₗ[ZMod 2] Vec F)
(J : ∀ A : FieldLine F, BlockOrientation A) (hS : IsGeneric S) :
(lossIndices (fieldLineRestrictions S g J)).card ≤
3 * Module.finrank (ZMod 2) S := by
let A₀ : FieldLine F := Projectivization.mk F (fun _ : Fin 3 => (1 : F)) (by
intro h
have h0 := congrFun h 0
exact one_ne_zero h0)
exact card_loss_fieldLineRestrictions_le S g J hS A₀
end
end DFVSGames.Quadratic
end OAI