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| import Mathlib.LinearAlgebra.Quotient.Basic | |
| import Mathlib.Tactic.Abel | |
| import Std | |
| import OAI.Computability.UniqueGames.Analysis.DegreeCover | |
| import OAI.Computability.UniqueGames.Analysis.FiberEnergyLemmas | |
| namespace OAI | |
| section | |
| namespace UniqueGamesTheorem.Appendix.Identities | |
| abbrev Vector (n : Nat) := Fin n → Bool | |
| def add {n : Nat} (v w : Vector n) : Vector n := fun i => v i ^^ w i | |
| def zero (n : Nat) : Vector n := fun _ => false | |
| theorem add_assoc {n : Nat} (u v w : Vector n) : | |
| add (add u v) w = add u (add v w) := by | |
| funext i | |
| exact Bool.xor_assoc (u i) (v i) (w i) | |
| theorem add_self {n : Nat} (u : Vector n) : add u u = zero n := by | |
| funext i | |
| exact Bool.xor_self (u i) | |
| theorem add_zero {n : Nat} (u : Vector n) : add u (zero n) = u := by | |
| funext i | |
| exact Bool.xor_false (u i) | |
| theorem zero_add {n : Nat} (u : Vector n) : add (zero n) u = u := by | |
| funext i | |
| exact Bool.false_xor (u i) | |
| theorem add_comm {n : Nat} (u v : Vector n) : add u v = add v u := by | |
| funext i | |
| exact Bool.xor_comm (u i) (v i) | |
| theorem add_shuffle {n : Nat} (u v w x : Vector n) : | |
| add (add u v) (add w x) = add (add u w) (add v x) := by | |
| funext i | |
| change ((u i ^^ v i) ^^ (w i ^^ x i)) = ((u i ^^ w i) ^^ (v i ^^ x i)) | |
| cases u i <;> cases v i <;> cases w i <;> cases x i <;> rfl | |
| structure Subspace (n : Nat) where | |
| mem : Vector n → Prop | |
| zero_mem : mem (zero n) | |
| add_mem : ∀ {u v}, mem u → mem v → mem (add u v) | |
| def Subspace.Included {n : Nat} (A B : Subspace n) : Prop := | |
| ∀ v, A.mem v → B.mem v | |
| structure LinearMap (n m : Nat) where | |
| apply : Vector n → Vector m | |
| map_zero : apply (zero n) = zero m | |
| map_add : ∀ u v, apply (add u v) = add (apply u) (apply v) | |
| def Hybrid {n m : Nat} (Y : LinearMap n m) (A : Subspace m) | |
| (B : Subspace n) : Prop := | |
| (∀ a, A.mem a → ∃ w, Y.apply w = a) ∧ | |
| (∀ w, A.mem (Y.apply w) → B.mem w) | |
| /-- The hybrid selector for `Q_A₀ Y|_B₀` at `(A/A₀, B)`. | |
| The first component states that every coset of `A/A₀` has a preimage in | |
| `B₀`; the second states that the preimage of `A/A₀` is contained in `B`. | |
| `A₀ ≤ A` and `B ≤ B₀` are supplied by the composition theorem. | |
| -/ | |
| def OuterHybrid {n m : Nat} (Y : LinearMap n m) | |
| (A₀ A : Subspace m) (B B₀ : Subspace n) : Prop := | |
| (∀ a, A.mem a → ∃ b, B₀.mem b ∧ | |
| ∃ a₀, A₀.mem a₀ ∧ Y.apply b = add a a₀) ∧ | |
| (∀ b, B₀.mem b → A.mem (Y.apply b) → B.mem b) | |
| /-- Equation (A.3), at the level of the exact character selectors. | |
| In particular the forward proof checks the subtle point that the outer | |
| image condition forces the full preimage `Y⁻¹(A)` into `B₀`. | |
| -/ | |
| theorem nested_hybrid_selector_iff {n m : Nat} (Y : LinearMap n m) | |
| (A₀ A : Subspace m) (B B₀ : Subspace n) | |
| (hA : A₀.Included A) (hB : B.Included B₀) : | |
| (Hybrid Y A₀ B₀ ∧ OuterHybrid Y A₀ A B B₀) ↔ Hybrid Y A B := by | |
| constructor | |
| · rintro ⟨inner, outer⟩ | |
| constructor | |
| · intro a ha | |
| rcases outer.1 a ha with ⟨b, _, a₀, ha₀, hb⟩ | |
| rcases inner.1 a₀ ha₀ with ⟨c, hc⟩ | |
| refine ⟨add b c, ?_⟩ | |
| rw [Y.map_add, hb, hc, add_assoc, add_self, add_zero] | |
| · intro w hw | |
| rcases outer.1 (Y.apply w) hw with ⟨b, hb, a₀, ha₀, hyb⟩ | |
| have hpre : Y.apply (add w b) = a₀ := by | |
| rw [Y.map_add, hyb, ← add_assoc, add_self, zero_add] | |
| have hwb : B₀.mem (add w b) := inner.2 (add w b) (hpre ▸ ha₀) | |
| have hw₀ : B₀.mem w := by | |
| have h := B₀.add_mem hwb hb | |
| simpa only [add_assoc, add_self, add_zero] using h | |
| exact outer.2 w hw₀ hw | |
| · intro full | |
| constructor | |
| · constructor | |
| · intro a₀ ha₀ | |
| exact full.1 a₀ (hA a₀ ha₀) | |
| · intro w hw | |
| exact hB w (full.2 w (hA (Y.apply w) hw)) | |
| · constructor | |
| · intro a ha | |
| rcases full.1 a ha with ⟨w, hw⟩ | |
| have hwB : B.mem w := full.2 w (hw ▸ ha) | |
| refine ⟨w, hB w hwB, zero m, A₀.zero_mem, ?_⟩ | |
| rw [hw, add_zero] | |
| · intro w _ hw | |
| exact full.2 w hw | |
| /-- Disjointness of the images of `Q_A X|_B` and `Q_A Z|_B`, written | |
| without quotient objects. Equality of the two cosets means their sum lies | |
| in `A`, in which case both cosets must be zero. -/ | |
| def ImagesDisjointModulo {n m : Nat} (X Z : LinearMap n m) | |
| (A : Subspace m) (B : Subspace n) : Prop := | |
| ∀ b c, B.mem b → B.mem c → A.mem (add (X.apply b) (Z.apply c)) → | |
| A.mem (X.apply b) ∧ A.mem (Z.apply c) | |
| theorem reverse_sum_image {n m : Nat} (X Y Z : LinearMap n m) | |
| (A₀ : Subspace m) (B₀ : Subspace n) | |
| (hZ : ∀ w, Z.apply w = add (Y.apply w) (X.apply w)) | |
| (inner : Hybrid Y A₀ B₀) | |
| (avoids : ∀ w, A₀.mem (X.apply w) → X.apply w = zero m) | |
| (disjoint : ImagesDisjointModulo X Z A₀ B₀) : | |
| ∀ a₀, A₀.mem a₀ → ∃ w, Z.apply w = a₀ := by | |
| intro a₀ ha₀ | |
| rcases inner.1 a₀ ha₀ with ⟨w, hw⟩ | |
| have hw₀ : B₀.mem w := inner.2 w (hw ▸ ha₀) | |
| have hsum : add (X.apply w) (Z.apply w) = a₀ := by | |
| rw [hZ, add_comm (Y.apply w), ← add_assoc, add_self, zero_add, hw] | |
| have hx := avoids w ((disjoint w w hw₀ hw₀ (hsum ▸ ha₀)).1) | |
| refine ⟨w, ?_⟩ | |
| rw [hZ, hw, hx, add_zero] | |
| /-- The second asserted implication in the reverse direction of (A.5). | |
| `covered` expresses `B₀ + ker X = W`; `localLift` expresses | |
| `im (Q_A₀ X|_B₀) ≤ im (Q_A₀ Y|_B₀)`. The rank-additive summand gives | |
| the latter inclusion. This theorem checks the passage from those | |
| specific linear-algebra hypotheses to the full preimage inclusion. | |
| -/ | |
| theorem reverse_sum_preimage {n m : Nat} (X Y Z : LinearMap n m) | |
| (A₀ : Subspace m) (B₀ : Subspace n) | |
| (hZ : ∀ w, Z.apply w = add (Y.apply w) (X.apply w)) | |
| (inner : Hybrid Y A₀ B₀) | |
| (covered : ∀ w, ∃ b, B₀.mem b ∧ X.apply b = X.apply w) | |
| (localLift : ∀ b, B₀.mem b → | |
| ∃ c, B₀.mem c ∧ A₀.mem (add (Y.apply c) (X.apply b))) : | |
| ∀ w, A₀.mem (Z.apply w) → B₀.mem w := by | |
| intro w hw | |
| rcases covered w with ⟨b, hb, hxb⟩ | |
| rcases localLift b hb with ⟨c, hc, hyc⟩ | |
| rw [hxb] at hyc | |
| have hsum : add (Z.apply w) (add (Y.apply c) (X.apply w)) = | |
| Y.apply (add w c) := by | |
| rw [hZ, add_shuffle, add_self, add_zero, Y.map_add] | |
| have hpre : A₀.mem (Y.apply (add w c)) := | |
| hsum ▸ A₀.add_mem hw hyc | |
| have hwc := inner.2 (add w c) hpre | |
| have h := B₀.add_mem hwc hc | |
| simpa only [add_assoc, add_self, add_zero] using h | |
| end UniqueGamesTheorem.Appendix.Identities | |
| namespace UniqueGamesTheorem.Appendix.LinearIdentities | |
| variable {K W V : Type*} [Field K] [AddCommGroup W] [AddCommGroup V] | |
| [Module K W] [Module K V] | |
| /-- The actual hybrid selector from Appendix A.1, for genuine linear maps. -/ | |
| def Hybrid (Y : W →ₗ[K] V) (A : Submodule K V) (B : Submodule K W) : Prop := | |
| A ≤ LinearMap.range Y ∧ A.comap Y ≤ B | |
| /-- The compressed dual frequency `Q_A Y|_B`. -/ | |
| def compress (Y : W →ₗ[K] V) (A : Submodule K V) (B : Submodule K W) : | |
| B →ₗ[K] (V ⧸ A) := A.mkQ.comp (Y.domRestrict B) | |
| @[simp] theorem compress_apply (Y : W →ₗ[K] V) (A : Submodule K V) | |
| (B : Submodule K W) (b : B) : compress Y A B b = A.mkQ (Y b) := rfl | |
| theorem compress_sub (X Y : W →ₗ[K] V) (A : Submodule K V) (B : Submodule K W) : | |
| compress (Y - X) A B = compress Y A B - compress X A B := by | |
| ext b | |
| simp only [compress_apply, LinearMap.sub_apply, map_sub] | |
| theorem quotient_mem_image_iff (A₀ A : Submodule K V) (hA : A₀ ≤ A) (v : V) : | |
| A₀.mkQ v ∈ A.map A₀.mkQ ↔ v ∈ A := by | |
| change v ∈ (A.map A₀.mkQ).comap A₀.mkQ ↔ v ∈ A | |
| rw [Submodule.comap_map_mkQ, sup_of_le_right hA] | |
| /-- The exact nested-selector equivalence of (A.3), now using Mathlib's | |
| linear maps, submodules, restriction, and quotient construction. -/ | |
| theorem nested_hybrid_iff (Y : W →ₗ[K] V) (A₀ A : Submodule K V) | |
| (B B₀ : Submodule K W) (hA : A₀ ≤ A) (hB : B ≤ B₀) : | |
| (Hybrid Y A₀ B₀ ∧ | |
| Hybrid (compress Y A₀ B₀) (A.map A₀.mkQ) (B.comap B₀.subtype)) ↔ | |
| Hybrid Y A B := by | |
| constructor | |
| · rintro ⟨inner, outer⟩ | |
| constructor | |
| · intro a ha | |
| have hqa : A₀.mkQ a ∈ A.map A₀.mkQ := ⟨a, ha, rfl⟩ | |
| rcases outer.1 hqa with ⟨b, hb⟩ | |
| have hdiff : Y b - a ∈ A₀ := | |
| (Submodule.Quotient.eq A₀).mp hb | |
| rcases inner.1 hdiff with ⟨c, hc⟩ | |
| refine ⟨(b : W) - c, ?_⟩ | |
| rw [map_sub, hc] | |
| abel | |
| · intro w hw | |
| have hqa : A₀.mkQ (Y w) ∈ A.map A₀.mkQ := ⟨Y w, hw, rfl⟩ | |
| rcases outer.1 hqa with ⟨b, hb⟩ | |
| have hdiff : Y w - Y b ∈ A₀ := | |
| (Submodule.Quotient.eq A₀).mp hb.symm | |
| have hwb : w - b ∈ B₀ := inner.2 (by | |
| change Y (w - b) ∈ A₀ | |
| simpa only [map_sub] using hdiff) | |
| have hw₀ : w ∈ B₀ := by | |
| have h := B₀.add_mem hwb b.property | |
| simpa only [sub_add_cancel] using h | |
| have hout : (⟨w, hw₀⟩ : B₀) ∈ (A.map A₀.mkQ).comap (compress Y A₀ B₀) := hqa | |
| exact outer.2 hout | |
| · intro full | |
| constructor | |
| · exact ⟨hA.trans full.1, (Submodule.comap_mono hA).trans (full.2.trans hB)⟩ | |
| · constructor | |
| · intro q hq | |
| rcases hq with ⟨a, ha, rfl⟩ | |
| rcases full.1 ha with ⟨w, hw⟩ | |
| have hwB : w ∈ B := full.2 (by | |
| change Y w ∈ A | |
| rw [hw] | |
| exact ha) | |
| refine ⟨⟨w, hB hwB⟩, ?_⟩ | |
| simp only [compress_apply, hw] | |
| · intro b hb | |
| have hYb : Y b ∈ A := (quotient_mem_image_iff A₀ A hA (Y b)).mp hb | |
| exact full.2 hYb | |
| variable [FiniteDimensional K W] | |
| /-- Compression preserves the full rank when its quotient is disjoint | |
| from the image and its restricted domain spans the domain modulo the kernel. -/ | |
| theorem compress_rank_preserved (X : W →ₗ[K] V) | |
| (A : Submodule K V) (B : Submodule K W) | |
| (hdis : Disjoint A (LinearMap.range X)) | |
| (hcover : B ⊔ LinearMap.ker X = ⊤) : | |
| Module.finrank K (LinearMap.range (compress X A B)) = | |
| Module.finrank K (LinearMap.range X) := by | |
| have hrestrict : LinearMap.range (X.domRestrict B) = LinearMap.range X := by | |
| apply le_antisymm (LinearMap.range_domRestrict_le_range X B) | |
| intro v hv | |
| rcases hv with ⟨w, hw⟩ | |
| have hwtop : w ∈ B ⊔ LinearMap.ker X := by rw [hcover]; trivial | |
| rcases Submodule.mem_sup.mp hwtop with ⟨b, hb, k, hk, hbk⟩ | |
| refine ⟨⟨b, hb⟩, ?_⟩ | |
| change X b = v | |
| rw [← hw, ← hbk, map_add, show X k = 0 from hk, add_zero] | |
| have h := (A.mkQ.comp (LinearMap.range X).subtype).finrank_range_add_finrank_ker | |
| have hr : LinearMap.range (A.mkQ.comp (LinearMap.range X).subtype) = | |
| LinearMap.range (compress X A B) := by | |
| simp only [compress, LinearMap.range_comp, Submodule.range_subtype, hrestrict] | |
| rw [hr, LinearMap.ker_comp, Submodule.ker_mkQ, | |
| Submodule.disjoint_iff_comap_eq_bot.mp hdis.symm] at h | |
| simpa using h | |
| /-- The reverse summand of (A.5) really satisfies the hybrid selector for | |
| the remainder `Y - X`. The hypotheses here are exactly the inner hybrid | |
| selector, complement conditions, and the compressed rank-order selector. | |
| No image-lifting or disjointness conclusion is assumed separately. -/ | |
| theorem reverse_hybrid_of_compressed_rankBelow (X Y : W →ₗ[K] V) | |
| (A₀ : Submodule K V) (B₀ : Submodule K W) | |
| (inner : Hybrid Y A₀ B₀) | |
| (hdis : Disjoint A₀ (LinearMap.range X)) | |
| (hcover : B₀ ⊔ LinearMap.ker X = ⊤) | |
| (hlocal : RankAdditivity.RankBelow (compress X A₀ B₀) (compress Y A₀ B₀)) : | |
| Hybrid (Y - X) A₀ B₀ := by | |
| have hker := RankAdditivity.ker_le_of_rankBelow | |
| (compress X A₀ B₀) (compress Y A₀ B₀) hlocal | |
| have himg := RankAdditivity.range_le_of_rankBelow | |
| (compress X A₀ B₀) (compress Y A₀ B₀) hlocal | |
| constructor | |
| · intro a ha | |
| rcases inner.1 ha with ⟨w, hw⟩ | |
| have hwB : w ∈ B₀ := inner.2 (by change Y w ∈ A₀; rw [hw]; exact ha) | |
| have hwy : (⟨w, hwB⟩ : B₀) ∈ LinearMap.ker (compress Y A₀ B₀) := by | |
| change Y w ∈ LinearMap.ker A₀.mkQ | |
| rw [Submodule.ker_mkQ, hw] | |
| exact ha | |
| have hxA : X w ∈ A₀ := by | |
| have hx : X w ∈ LinearMap.ker A₀.mkQ := hker hwy | |
| simpa only [Submodule.ker_mkQ] using hx | |
| have hx : X w = 0 := Submodule.disjoint_def.mp hdis (X w) hxA ⟨w, rfl⟩ | |
| exact ⟨w, by change Y w - X w = a; rw [hw, hx, sub_zero]⟩ | |
| · intro w hw | |
| have hwZ : Y w - X w ∈ A₀ := hw | |
| have hwtop : w ∈ B₀ ⊔ LinearMap.ker X := by rw [hcover]; trivial | |
| rcases Submodule.mem_sup.mp hwtop with ⟨b, hb, k, hk, hbk⟩ | |
| have hxb : X b = X w := by | |
| rw [← hbk, map_add, show X k = 0 from hk, add_zero] | |
| have hxran : compress X A₀ B₀ ⟨b, hb⟩ ∈ LinearMap.range (compress X A₀ B₀) := | |
| ⟨⟨b, hb⟩, rfl⟩ | |
| rcases himg hxran with ⟨c, hc⟩ | |
| have hdiff : X w - Y c ∈ A₀ := by | |
| rw [← hxb] | |
| exact (Submodule.Quotient.eq A₀).mp hc.symm | |
| have hsum : Y (w - c) ∈ A₀ := by | |
| have h := A₀.add_mem hwZ hdiff | |
| have heq : (Y w - X w) + (X w - Y c) = Y (w - c) := by rw [map_sub]; abel | |
| exact heq ▸ h | |
| have hwc : w - c ∈ B₀ := inner.2 hsum | |
| have h := B₀.add_mem hwc c.property | |
| simpa only [sub_add_cancel] using h | |
| /-- A surviving right-hand summand of (A.5) forces the original rank | |
| order `X ⪯ Y`. This lifts the local rank equation using the two actual | |
| hybrid rank-loss equalities, so it does not assume global rank additivity. -/ | |
| theorem rankBelow_of_compressed_rankBelow (X Y : W →ₗ[K] V) | |
| (A₀ : Submodule K V) (B₀ : Submodule K W) | |
| (inner : Hybrid Y A₀ B₀) | |
| (hdis : Disjoint A₀ (LinearMap.range X)) | |
| (hcover : B₀ ⊔ LinearMap.ker X = ⊤) | |
| (hlocal : RankAdditivity.RankBelow (compress X A₀ B₀) (compress Y A₀ B₀)) : | |
| RankAdditivity.RankBelow X Y := by | |
| have remainder := reverse_hybrid_of_compressed_rankBelow X Y A₀ B₀ inner hdis hcover hlocal | |
| have hY := Level.LinearRank.hybrid_rank_loss A₀ B₀ Y inner.1 inner.2 | |
| have hZ := Level.LinearRank.hybrid_rank_loss A₀ B₀ (Y - X) remainder.1 remainder.2 | |
| have hX := compress_rank_preserved X A₀ B₀ hdis hcover | |
| change Module.finrank K (LinearMap.range (compress Y A₀ B₀)) + | |
| Module.finrank K A₀ + Module.finrank K (W ⧸ B₀) = Module.finrank K (LinearMap.range Y) at hY | |
| change Module.finrank K (LinearMap.range (compress (Y - X) A₀ B₀)) + | |
| Module.finrank K A₀ + Module.finrank K (W ⧸ B₀) = Module.finrank K (LinearMap.range (Y - X)) at hZ | |
| have hloc : Module.finrank K (LinearMap.range (compress Y A₀ B₀)) = | |
| Module.finrank K (LinearMap.range (compress X A₀ B₀)) + | |
| Module.finrank K (LinearMap.range (compress (Y - X) A₀ B₀)) := by | |
| rw [compress_sub] | |
| exact hlocal | |
| change Module.finrank K (LinearMap.range Y) = Module.finrank K (LinearMap.range X) + | |
| Module.finrank K (LinearMap.range (Y - X)) | |
| omega | |
| /-- The complement in the codomain is forced by the remainder image. -/ | |
| theorem image_inter_complement_eq (A₀ I J : Submodule K V) | |
| (hA : A₀ ≤ J) (hdis : Disjoint I J) : J ⊓ (A₀ ⊔ I) = A₀ := by | |
| apply le_antisymm | |
| · intro v hv | |
| rcases Submodule.mem_sup.mp hv.2 with ⟨a, ha, i, hi, hai⟩ | |
| have hiJ : i ∈ J := by | |
| have h := J.sub_mem hv.1 (hA ha) | |
| have heq : v - a = i := by rw [← hai]; abel | |
| exact heq ▸ h | |
| have hi0 := Submodule.disjoint_def.mp hdis i hi hiJ | |
| rw [hi0, add_zero] at hai | |
| exact hai ▸ ha | |
| · intro a ha | |
| exact ⟨hA ha, (show A₀ ≤ A₀ ⊔ I from le_sup_left) ha⟩ | |
| omit [FiniteDimensional K W] in | |
| /-- The complement in the domain is forced by the remainder kernel. -/ | |
| theorem domain_complement_eq (B₀ K₀ J : Submodule K W) | |
| (hJ : J ≤ B₀) (hcover : K₀ ⊔ J = ⊤) : B₀ = (B₀ ⊓ K₀) ⊔ J := by | |
| apply le_antisymm | |
| · intro w hw | |
| have hwtop : w ∈ K₀ ⊔ J := by rw [hcover]; trivial | |
| rcases Submodule.mem_sup.mp hwtop with ⟨k, hk, j, hj, hkj⟩ | |
| have hkB : k ∈ B₀ := by | |
| have h := B₀.sub_mem hw (hJ hj) | |
| have heq : w - j = k := by rw [← hkj]; abel | |
| exact heq ▸ h | |
| exact Submodule.mem_sup.mpr ⟨k, ⟨hkB, hk⟩, j, hj, hkj⟩ | |
| · exact sup_le inf_le_left hJ | |
| /-- Every surviving right-hand pair in (A.5) is the displayed canonical pair. -/ | |
| theorem surviving_pair_forced (X Y : W →ₗ[K] V) | |
| (A₀ A : Submodule K V) (B B₀ : Submodule K W) | |
| (inner : Hybrid Y A₀ B₀) | |
| (hdis : Disjoint A₀ (LinearMap.range X)) | |
| (hA : A₀ ⊔ LinearMap.range X = A) | |
| (hcover : B₀ ⊔ LinearMap.ker X = ⊤) | |
| (hB : B₀ ⊓ LinearMap.ker X = B) | |
| (hlocal : RankAdditivity.RankBelow (compress X A₀ B₀) (compress Y A₀ B₀)) : | |
| A₀ = LinearMap.range (Y - X) ⊓ A ∧ B₀ = B ⊔ LinearMap.ker (Y - X) := by | |
| have remainder := reverse_hybrid_of_compressed_rankBelow X Y A₀ B₀ inner hdis hcover hlocal | |
| have global := rankBelow_of_compressed_rankBelow X Y A₀ B₀ inner hdis hcover hlocal | |
| have geometry := (RankAdditivity.rankBelow_iff X Y).mp global | |
| constructor | |
| · have h := image_inter_complement_eq A₀ (LinearMap.range X) | |
| (LinearMap.range (Y - X)) remainder.1 geometry.1 | |
| rw [hA] at h | |
| exact h.symm | |
| · have hker : LinearMap.ker (Y - X) ≤ B₀ := by | |
| intro w hw | |
| apply remainder.2 | |
| change (Y - X) w ∈ A₀ | |
| rw [show (Y - X) w = 0 from hw] | |
| exact A₀.zero_mem | |
| have h := domain_complement_eq B₀ (LinearMap.ker X) (LinearMap.ker (Y - X)) hker geometry.2 | |
| rw [hB] at h | |
| exact h | |
| theorem canonical_inner_hybrid (X Y : W →ₗ[K] V) | |
| (A : Submodule K V) (B : Submodule K W) | |
| (hrank : RankAdditivity.RankBelow X Y) | |
| (outer : Hybrid (compress Y (LinearMap.range X) (LinearMap.ker X)) | |
| (A.map (LinearMap.range X).mkQ) (B.comap (LinearMap.ker X).subtype)) : | |
| Hybrid Y (LinearMap.range (Y - X) ⊓ A) (B ⊔ LinearMap.ker (Y - X)) := by | |
| constructor | |
| · have hz : LinearMap.range (Y - X) ≤ LinearMap.range Y := by | |
| rw [RankAdditivity.range_remainder_eq_range_on_kernel X Y hrank] | |
| exact LinearMap.range_domRestrict_le_range Y (LinearMap.ker X) | |
| exact inf_le_left.trans hz | |
| · intro w hw | |
| have hy : Y w ∈ LinearMap.range (Y - X) ⊓ A := hw | |
| have hk : w ∈ LinearMap.ker X := | |
| RankAdditivity.mem_ker_of_apply_mem_range_remainder X Y hrank w hy.1 | |
| have hq : (⟨w, hk⟩ : LinearMap.ker X) ∈ | |
| (A.map (LinearMap.range X).mkQ).comap | |
| (compress Y (LinearMap.range X) (LinearMap.ker X)) := | |
| ⟨Y w, hy.2, rfl⟩ | |
| have hb : w ∈ B := outer.2 hq | |
| exact (show B ≤ B ⊔ LinearMap.ker (Y - X) from le_sup_left) hb | |
| theorem canonical_remainder_hybrid (X Y : W →ₗ[K] V) | |
| (A : Submodule K V) (B : Submodule K W) | |
| (hrank : RankAdditivity.RankBelow X Y) | |
| (outer : Hybrid (compress Y (LinearMap.range X) (LinearMap.ker X)) | |
| (A.map (LinearMap.range X).mkQ) (B.comap (LinearMap.ker X).subtype)) : | |
| Hybrid (Y - X) (LinearMap.range (Y - X) ⊓ A) (B ⊔ LinearMap.ker (Y - X)) := by | |
| constructor | |
| · exact inf_le_left | |
| · intro w hw | |
| have hwZ : (Y - X) w ∈ LinearMap.range (Y - X) ⊓ A := hw | |
| have hc := ((RankAdditivity.rankBelow_iff X Y).mp hrank).2 | |
| have ht : w ∈ LinearMap.ker X ⊔ LinearMap.ker (Y - X) := by rw [hc]; trivial | |
| rcases Submodule.mem_sup.mp ht with ⟨k, hk, j, hj, hkj⟩ | |
| have hzk : (Y - X) k = (Y - X) w := by | |
| rw [← hkj, map_add, show (Y - X) j = 0 from hj, add_zero] | |
| have hyk : Y k = (Y - X) w := by | |
| calc | |
| Y k = (Y - X) k := by | |
| change Y k = Y k - X k | |
| rw [show X k = 0 from hk, sub_zero] | |
| _ = (Y - X) w := hzk | |
| have hyA : Y k ∈ A := by rw [hyk]; exact hwZ.2 | |
| have hq : (⟨k, hk⟩ : LinearMap.ker X) ∈ | |
| (A.map (LinearMap.range X).mkQ).comap | |
| (compress Y (LinearMap.range X) (LinearMap.ker X)) := | |
| ⟨Y k, hyA, rfl⟩ | |
| have hkB : k ∈ B := outer.2 hq | |
| exact Submodule.mem_sup.mpr ⟨k, hkB, j, hj, hkj⟩ | |
| theorem canonical_codomain_complement (X Y : W →ₗ[K] V) | |
| (A : Submodule K V) (B : Submodule K W) | |
| (hI : LinearMap.range X ≤ A) (hrank : RankAdditivity.RankBelow X Y) | |
| (outer : Hybrid (compress Y (LinearMap.range X) (LinearMap.ker X)) | |
| (A.map (LinearMap.range X).mkQ) (B.comap (LinearMap.ker X).subtype)) : | |
| Disjoint (LinearMap.range (Y - X) ⊓ A) (LinearMap.range X) ∧ | |
| (LinearMap.range (Y - X) ⊓ A) ⊔ LinearMap.range X = A := by | |
| have hd := ((RankAdditivity.rankBelow_iff X Y).mp hrank).1 | |
| refine ⟨hd.symm.mono_left inf_le_left, ?_⟩ | |
| apply le_antisymm (sup_le inf_le_right hI) | |
| intro a ha | |
| have hqa : (LinearMap.range X).mkQ a ∈ A.map (LinearMap.range X).mkQ := ⟨a, ha, rfl⟩ | |
| rcases outer.1 hqa with ⟨k, hk⟩ | |
| have hi : a - Y k ∈ LinearMap.range X := | |
| (Submodule.Quotient.eq (LinearMap.range X)).mp hk.symm | |
| have hyA : Y k ∈ A := by | |
| have h := A.sub_mem ha (hI hi) | |
| have heq : a - (a - Y k) = Y k := by abel | |
| exact heq ▸ h | |
| have hyZ : Y k ∈ LinearMap.range (Y - X) := | |
| ⟨(k : W), by | |
| change Y k - X k = Y k | |
| rw [show X k = 0 from k.property, sub_zero]⟩ | |
| exact Submodule.mem_sup.mpr ⟨Y k, ⟨hyZ, hyA⟩, a - Y k, hi, by abel⟩ | |
| theorem canonical_domain_complement (X Y : W →ₗ[K] V) | |
| (A : Submodule K V) (B : Submodule K W) | |
| (hB : B ≤ LinearMap.ker X) (hrank : RankAdditivity.RankBelow X Y) | |
| (outer : Hybrid (compress Y (LinearMap.range X) (LinearMap.ker X)) | |
| (A.map (LinearMap.range X).mkQ) (B.comap (LinearMap.ker X).subtype)) : | |
| (B ⊔ LinearMap.ker (Y - X)) ⊓ LinearMap.ker X = B ∧ | |
| (B ⊔ LinearMap.ker (Y - X)) ⊔ LinearMap.ker X = ⊤ := by | |
| constructor | |
| · apply le_antisymm | |
| · intro w hw | |
| rcases Submodule.mem_sup.mp hw.1 with ⟨b, hb, j, hj, hbj⟩ | |
| have hjK : j ∈ LinearMap.ker X := by | |
| have h := (LinearMap.ker X).sub_mem hw.2 (hB hb) | |
| have heq : w - b = j := by rw [← hbj]; abel | |
| exact heq ▸ h | |
| have hyj : Y j = 0 := by | |
| have hz : Y j - X j = 0 := hj | |
| rw [show X j = 0 from hjK, sub_zero] at hz | |
| exact hz | |
| have hq : (⟨j, hjK⟩ : LinearMap.ker X) ∈ | |
| (A.map (LinearMap.range X).mkQ).comap | |
| (compress Y (LinearMap.range X) (LinearMap.ker X)) := by | |
| change (LinearMap.range X).mkQ (Y j) ∈ A.map (LinearMap.range X).mkQ | |
| rw [hyj, map_zero] | |
| exact Submodule.zero_mem _ | |
| have hjB : j ∈ B := outer.2 hq | |
| have h := B.add_mem hb hjB | |
| exact hbj ▸ h | |
| · exact le_inf le_sup_left hB | |
| · have hc := ((RankAdditivity.rankBelow_iff X Y).mp hrank).2 | |
| calc | |
| (B ⊔ LinearMap.ker (Y - X)) ⊔ LinearMap.ker X = | |
| B ⊔ (LinearMap.ker X ⊔ LinearMap.ker (Y - X)) := by ac_rfl | |
| _ = ⊤ := by rw [hc, sup_top_eq] | |
| theorem compressed_rankBelow_of_hybrids (X Y : W →ₗ[K] V) | |
| (A₀ : Submodule K V) (B₀ : Submodule K W) | |
| (hy : Hybrid Y A₀ B₀) (hz : Hybrid (Y - X) A₀ B₀) | |
| (hdis : Disjoint A₀ (LinearMap.range X)) | |
| (hcover : B₀ ⊔ LinearMap.ker X = ⊤) | |
| (hrank : RankAdditivity.RankBelow X Y) : | |
| RankAdditivity.RankBelow (compress X A₀ B₀) (compress Y A₀ B₀) := by | |
| have hY := Level.LinearRank.hybrid_rank_loss A₀ B₀ Y hy.1 hy.2 | |
| have hZ := Level.LinearRank.hybrid_rank_loss A₀ B₀ (Y - X) hz.1 hz.2 | |
| have hX := compress_rank_preserved X A₀ B₀ hdis hcover | |
| change Module.finrank K (LinearMap.range (compress Y A₀ B₀)) + | |
| Module.finrank K A₀ + Module.finrank K (W ⧸ B₀) = Module.finrank K (LinearMap.range Y) at hY | |
| change Module.finrank K (LinearMap.range (compress (Y - X) A₀ B₀)) + | |
| Module.finrank K A₀ + Module.finrank K (W ⧸ B₀) = Module.finrank K (LinearMap.range (Y - X)) at hZ | |
| change Module.finrank K (LinearMap.range Y) = Module.finrank K (LinearMap.range X) + | |
| Module.finrank K (LinearMap.range (Y - X)) at hrank | |
| change Module.finrank K (LinearMap.range (compress Y A₀ B₀)) = | |
| Module.finrank K (LinearMap.range (compress X A₀ B₀)) + | |
| Module.finrank K (LinearMap.range (compress Y A₀ B₀ - compress X A₀ B₀)) | |
| rw [← compress_sub] | |
| omega | |
| theorem reverse_outer_hybrid (X Y : W →ₗ[K] V) | |
| (A₀ A : Submodule K V) (B B₀ : Submodule K W) | |
| (inner : Hybrid Y A₀ B₀) | |
| (hdis : Disjoint A₀ (LinearMap.range X)) | |
| (hA : A₀ ⊔ LinearMap.range X = A) | |
| (hcover : B₀ ⊔ LinearMap.ker X = ⊤) | |
| (hB : B₀ ⊓ LinearMap.ker X = B) | |
| (hlocal : RankAdditivity.RankBelow (compress X A₀ B₀) (compress Y A₀ B₀)) : | |
| Hybrid (compress Y (LinearMap.range X) (LinearMap.ker X)) | |
| (A.map (LinearMap.range X).mkQ) (B.comap (LinearMap.ker X).subtype) := by | |
| have hg := rankBelow_of_compressed_rankBelow X Y A₀ B₀ inner hdis hcover hlocal | |
| have hz := reverse_hybrid_of_compressed_rankBelow X Y A₀ B₀ inner hdis hcover hlocal | |
| have hf := surviving_pair_forced X Y A₀ A B B₀ inner hdis hA hcover hB hlocal | |
| have hI : LinearMap.range X ≤ A := by rw [← hA]; exact le_sup_right | |
| constructor | |
| · intro q hq | |
| rcases hq with ⟨a, ha, rfl⟩ | |
| have haSum : a ∈ A₀ ⊔ LinearMap.range X := by rw [hA]; exact ha | |
| rcases Submodule.mem_sup.mp haSum with ⟨a₀, ha₀, i, hi, hai⟩ | |
| rcases inner.1 ha₀ with ⟨w, hw⟩ | |
| have hyZ : Y w ∈ LinearMap.range (Y - X) := by rw [hw]; exact hz.1 ha₀ | |
| have hwK : w ∈ LinearMap.ker X := | |
| RankAdditivity.mem_ker_of_apply_mem_range_remainder X Y hg w hyZ | |
| refine ⟨⟨w, hwK⟩, ?_⟩ | |
| have hqi : (LinearMap.range X).mkQ i = 0 := by | |
| change i ∈ LinearMap.ker (LinearMap.range X).mkQ | |
| rw [Submodule.ker_mkQ] | |
| exact hi | |
| change (LinearMap.range X).mkQ (Y w) = (LinearMap.range X).mkQ a | |
| rw [hw, ← hai, map_add, hqi, add_zero] | |
| · intro k hk | |
| have hyA : Y k ∈ A := | |
| (quotient_mem_image_iff (LinearMap.range X) A hI (Y k)).mp hk | |
| have hZk : (Y - X) k = Y k := by | |
| change Y k - X k = Y k | |
| rw [show X k = 0 from k.property, sub_zero] | |
| have hyZ : Y k ∈ LinearMap.range (Y - X) := ⟨(k : W), hZk⟩ | |
| have ha₀ : Y k ∈ A₀ := by rw [hf.1]; exact ⟨hyZ, hyA⟩ | |
| have hkB₀ : (k : W) ∈ B₀ := hz.2 (by | |
| change (Y - X) k ∈ A₀ | |
| rw [hZk] | |
| exact ha₀) | |
| change (k : W) ∈ B | |
| rw [← hB] | |
| exact ⟨hkB₀, k.property⟩ | |
| /-- The precise right-hand pair selector of (A.5). -/ | |
| def A5PairSurvives (X Y : W →ₗ[K] V) (A : Submodule K V) (B : Submodule K W) | |
| (p : Submodule K V × Submodule K W) : Prop := | |
| Hybrid Y p.1 p.2 ∧ Disjoint p.1 (LinearMap.range X) ∧ | |
| p.1 ⊔ LinearMap.range X = A ∧ p.2 ⊔ LinearMap.ker X = ⊤ ∧ | |
| p.2 ⊓ LinearMap.ker X = B ∧ | |
| RankAdditivity.RankBelow (compress X p.1 p.2) (compress Y p.1 p.2) | |
| /-- The complete unique-summand selector identity in (A.5), in arbitrary | |
| finite dimensions. In characteristic two the remainder `Y-X` is `Y+X`. -/ | |
| theorem a5_unique_selector (X Y : W →ₗ[K] V) | |
| (A : Submodule K V) (B : Submodule K W) | |
| (hI : LinearMap.range X ≤ A) (hB : B ≤ LinearMap.ker X) : | |
| (RankAdditivity.RankBelow X Y ∧ | |
| Hybrid (compress Y (LinearMap.range X) (LinearMap.ker X)) | |
| (A.map (LinearMap.range X).mkQ) (B.comap (LinearMap.ker X).subtype)) ↔ | |
| ∃! p : Submodule K V × Submodule K W, A5PairSurvives X Y A B p := by | |
| constructor | |
| · rintro ⟨hr, ho⟩ | |
| have hy := canonical_inner_hybrid X Y A B hr ho | |
| have hz := canonical_remainder_hybrid X Y A B hr ho | |
| have ha := canonical_codomain_complement X Y A B hI hr ho | |
| have hb := canonical_domain_complement X Y A B hB hr ho | |
| have hl := compressed_rankBelow_of_hybrids X Y | |
| (LinearMap.range (Y - X) ⊓ A) (B ⊔ LinearMap.ker (Y - X)) hy hz ha.1 hb.2 hr | |
| refine ⟨(LinearMap.range (Y - X) ⊓ A, B ⊔ LinearMap.ker (Y - X)), | |
| ⟨hy, ha.1, ha.2, hb.2, hb.1, hl⟩, ?_⟩ | |
| rintro ⟨A₀, B₀⟩ hp | |
| rcases hp with ⟨hi, hd, ha', hc, hb', hl'⟩ | |
| have hf := surviving_pair_forced X Y A₀ A B B₀ hi hd ha' hc hb' hl' | |
| exact Prod.ext hf.1 hf.2 | |
| · rintro ⟨⟨A₀, B₀⟩, hp, _⟩ | |
| rcases hp with ⟨hi, hd, ha, hc, hb, hl⟩ | |
| exact ⟨rankBelow_of_compressed_rankBelow X Y A₀ B₀ hi hd hc hl, | |
| reverse_outer_hybrid X Y A₀ A B B₀ hi hd ha hc hb hl⟩ | |
| /-! ## The unique selector in (A.4) -/ | |
| theorem a4_codomain_forced (Y : W →ₗ[K] V) | |
| (A₀ A : Submodule K V) (B B₀ : Submodule K W) | |
| (X : B₀ →ₗ[K] (V ⧸ A₀)) | |
| (hA : A₀ ≤ A) (hB : B ≤ B₀) (inner : Hybrid Y A₀ B₀) | |
| (hker : LinearMap.ker X = B.comap B₀.subtype) | |
| (himage : LinearMap.range X = A.map A₀.mkQ) | |
| (hlocal : RankAdditivity.RankBelow X (compress Y A₀ B₀)) : | |
| A₀ = (B.map Y) ⊓ A := by | |
| have hk := RankAdditivity.ker_le_of_rankBelow X (compress Y A₀ B₀) hlocal | |
| have hd := ((RankAdditivity.rankBelow_iff X (compress Y A₀ B₀)).mp hlocal).1 | |
| apply le_antisymm | |
| · intro a ha | |
| rcases inner.1 ha with ⟨w, hw⟩ | |
| have hwB₀ : w ∈ B₀ := inner.2 (by change Y w ∈ A₀; rw [hw]; exact ha) | |
| have hwy : (⟨w, hwB₀⟩ : B₀) ∈ LinearMap.ker (compress Y A₀ B₀) := by | |
| change Y w ∈ LinearMap.ker A₀.mkQ | |
| rw [Submodule.ker_mkQ, hw] | |
| exact ha | |
| have hwX := hk hwy | |
| rw [hker] at hwX | |
| exact ⟨⟨w, hwX, hw⟩, hA ha⟩ | |
| · intro a ha | |
| rcases ha.1 with ⟨b, hb, hYb⟩ | |
| let bb : B₀ := ⟨b, hB hb⟩ | |
| have hxb : X bb = 0 := by | |
| have hx : bb ∈ LinearMap.ker X := by rw [hker]; exact hb | |
| exact hx | |
| have hymem : compress Y A₀ B₀ bb ∈ LinearMap.range X := by | |
| rw [himage] | |
| exact ⟨Y b, by rw [hYb]; exact ha.2, rfl⟩ | |
| have hzmem : compress Y A₀ B₀ bb ∈ LinearMap.range (compress Y A₀ B₀ - X) := | |
| ⟨bb, by change compress Y A₀ B₀ bb - X bb = compress Y A₀ B₀ bb; rw [hxb, sub_zero]⟩ | |
| have hz := Submodule.disjoint_def.mp hd (compress Y A₀ B₀ bb) hymem hzmem | |
| have hm : Y b ∈ LinearMap.ker A₀.mkQ := hz | |
| rw [Submodule.ker_mkQ, hYb] at hm | |
| exact hm | |
| theorem a4_domain_forced (Y : W →ₗ[K] V) | |
| (A₀ A : Submodule K V) (B B₀ : Submodule K W) | |
| (X : B₀ →ₗ[K] (V ⧸ A₀)) | |
| (hA : A₀ ≤ A) (hB : B ≤ B₀) (inner : Hybrid Y A₀ B₀) | |
| (hker : LinearMap.ker X = B.comap B₀.subtype) | |
| (himage : LinearMap.range X = A.map A₀.mkQ) | |
| (hlocal : RankAdditivity.RankBelow X (compress Y A₀ B₀)) : | |
| B₀ = B ⊔ A.comap Y := by | |
| have hrange := RankAdditivity.range_le_of_rankBelow X (compress Y A₀ B₀) hlocal | |
| have hcover := ((RankAdditivity.rankBelow_iff X (compress Y A₀ B₀)).mp hlocal).2 | |
| apply le_antisymm | |
| · intro w hw | |
| let ww : B₀ := ⟨w, hw⟩ | |
| have ht : ww ∈ LinearMap.ker X ⊔ LinearMap.ker (compress Y A₀ B₀ - X) := by | |
| rw [hcover]; trivial | |
| rcases Submodule.mem_sup.mp ht with ⟨b, hb, p, hp, hbp⟩ | |
| have hbB : (b : W) ∈ B := by rw [hker] at hb; exact hb | |
| have hpEq : compress Y A₀ B₀ p = X p := by | |
| have hz : compress Y A₀ B₀ p - X p = 0 := hp | |
| exact sub_eq_zero.mp hz | |
| have hq : A₀.mkQ (Y p) ∈ A.map A₀.mkQ := by | |
| rw [← himage] | |
| change compress Y A₀ B₀ p ∈ LinearMap.range X | |
| rw [hpEq] | |
| exact ⟨p, rfl⟩ | |
| have hpA : (p : W) ∈ A.comap Y := | |
| (quotient_mem_image_iff A₀ A hA (Y p)).mp hq | |
| exact Submodule.mem_sup.mpr ⟨(b : W), hbB, (p : W), hpA, congrArg Subtype.val hbp⟩ | |
| · apply sup_le hB | |
| intro w hw | |
| have hqx : A₀.mkQ (Y w) ∈ LinearMap.range X := by | |
| rw [himage] | |
| exact ⟨Y w, hw, rfl⟩ | |
| rcases hrange hqx with ⟨c, hc⟩ | |
| have hdiff : Y w - Y c ∈ A₀ := (Submodule.Quotient.eq A₀).mp hc.symm | |
| have hwc : w - c ∈ B₀ := inner.2 (by | |
| change Y (w - c) ∈ A₀ | |
| simpa only [map_sub] using hdiff) | |
| have h := B₀.add_mem hwc c.property | |
| simpa only [sub_add_cancel] using h | |
| theorem a4_apply_on_preimage (Y : W →ₗ[K] V) | |
| (A₀ A : Submodule K V) (B₀ : Submodule K W) | |
| (X : B₀ →ₗ[K] (V ⧸ A₀)) | |
| (himage : LinearMap.range X = A.map A₀.mkQ) | |
| (hlocal : RankAdditivity.RankBelow X (compress Y A₀ B₀)) | |
| (p : B₀) (hp : Y p ∈ A) : X p = A₀.mkQ (Y p) := by | |
| have hd := ((RankAdditivity.rankBelow_iff X (compress Y A₀ B₀)).mp hlocal).1 | |
| have hy : compress Y A₀ B₀ p ∈ LinearMap.range X := by | |
| rw [himage] | |
| exact ⟨Y p, hp, rfl⟩ | |
| have hx : X p ∈ LinearMap.range X := ⟨p, rfl⟩ | |
| have hzX : (compress Y A₀ B₀ - X) p ∈ LinearMap.range X := | |
| (LinearMap.range X).sub_mem hy hx | |
| have hzR : (compress Y A₀ B₀ - X) p ∈ LinearMap.range (compress Y A₀ B₀ - X) := ⟨p, rfl⟩ | |
| have hz := Submodule.disjoint_def.mp hd ((compress Y A₀ B₀ - X) p) hzX hzR | |
| exact (sub_eq_zero.mp hz).symm | |
| theorem a4_map_unique (Y : W →ₗ[K] V) | |
| (A₀ A : Submodule K V) (B B₀ : Submodule K W) | |
| (X₁ X₂ : B₀ →ₗ[K] (V ⧸ A₀)) | |
| (hA : A₀ ≤ A) (hB : B ≤ B₀) (inner : Hybrid Y A₀ B₀) | |
| (hk₁ : LinearMap.ker X₁ = B.comap B₀.subtype) | |
| (hk₂ : LinearMap.ker X₂ = B.comap B₀.subtype) | |
| (hi₁ : LinearMap.range X₁ = A.map A₀.mkQ) | |
| (hi₂ : LinearMap.range X₂ = A.map A₀.mkQ) | |
| (hr₁ : RankAdditivity.RankBelow X₁ (compress Y A₀ B₀)) | |
| (hr₂ : RankAdditivity.RankBelow X₂ (compress Y A₀ B₀)) : X₁ = X₂ := by | |
| have hd := a4_domain_forced Y A₀ A B B₀ X₁ hA hB inner hk₁ hi₁ hr₁ | |
| ext w | |
| have hw : (w : W) ∈ B ⊔ A.comap Y := by rw [← hd]; exact w.property | |
| rcases Submodule.mem_sup.mp hw with ⟨b, hb, p, hp, hbp⟩ | |
| let bb : B₀ := ⟨b, hB hb⟩ | |
| have hpB₀ : p ∈ B₀ := by rw [hd]; exact Submodule.mem_sup_right hp | |
| let pp : B₀ := ⟨p, hpB₀⟩ | |
| have heq : w = bb + pp := Subtype.ext hbp.symm | |
| have hb₁ : X₁ bb = 0 := by | |
| have h : bb ∈ LinearMap.ker X₁ := by rw [hk₁]; exact hb | |
| exact h | |
| have hb₂ : X₂ bb = 0 := by | |
| have h : bb ∈ LinearMap.ker X₂ := by rw [hk₂]; exact hb | |
| exact h | |
| have hp₁ := a4_apply_on_preimage Y A₀ A B₀ X₁ hi₁ hr₁ pp hp | |
| have hp₂ := a4_apply_on_preimage Y A₀ A B₀ X₂ hi₂ hr₂ pp hp | |
| rw [heq, map_add, map_add, hb₁, hb₂, hp₁, hp₂] | |
| theorem a4_weak_selector_of_summand (Y : W →ₗ[K] V) | |
| (A₀ A : Submodule K V) (B B₀ : Submodule K W) | |
| (X : B₀ →ₗ[K] (V ⧸ A₀)) (inner : Hybrid Y A₀ B₀) | |
| (hker : LinearMap.ker X = B.comap B₀.subtype) | |
| (himage : LinearMap.range X = A.map A₀.mkQ) | |
| (hlocal : RankAdditivity.RankBelow X (compress Y A₀ B₀)) : | |
| A ≤ LinearMap.range Y ∧ LinearMap.ker Y ≤ B := by | |
| have hi := RankAdditivity.range_le_of_rankBelow X (compress Y A₀ B₀) hlocal | |
| have hk := RankAdditivity.ker_le_of_rankBelow X (compress Y A₀ B₀) hlocal | |
| constructor | |
| · intro a ha | |
| have hqa : A₀.mkQ a ∈ LinearMap.range X := by rw [himage]; exact ⟨a, ha, rfl⟩ | |
| rcases hi hqa with ⟨c, hc⟩ | |
| have hdiff : Y c - a ∈ A₀ := (Submodule.Quotient.eq A₀).mp hc | |
| rcases inner.1 hdiff with ⟨w, hw⟩ | |
| refine ⟨(c : W) - w, ?_⟩ | |
| rw [map_sub, hw] | |
| abel | |
| · intro w hw | |
| have hyw : Y w = 0 := hw | |
| have hwB₀ : w ∈ B₀ := inner.2 (by change Y w ∈ A₀; rw [hyw]; exact A₀.zero_mem) | |
| have hwq : (⟨w, hwB₀⟩ : B₀) ∈ LinearMap.ker (compress Y A₀ B₀) := by | |
| change A₀.mkQ (Y w) = 0 | |
| rw [hyw, map_zero] | |
| have hwx := hk hwq | |
| rw [hker] at hwx | |
| exact hwx | |
| omit [FiniteDimensional K W] in | |
| theorem a4_kernel_of_gluing (Y : W →ₗ[K] V) | |
| (A₀ A : Submodule K V) (B B₀ : Submodule K W) | |
| (X : B₀ →ₗ[K] (V ⧸ A₀)) | |
| (hA₀ : A₀ = (B.map Y) ⊓ A) (hB₀ : B₀ = B ⊔ A.comap Y) | |
| (hKY : LinearMap.ker Y ≤ B) | |
| (hzero : ∀ b : B₀, (b : W) ∈ B → X b = 0) | |
| (hcopy : ∀ p : B₀, Y p ∈ A → X p = A₀.mkQ (Y p)) : | |
| LinearMap.ker X = B.comap B₀.subtype := by | |
| ext w | |
| constructor | |
| · intro hw | |
| have hwSum : (w : W) ∈ B ⊔ A.comap Y := by rw [← hB₀]; exact w.property | |
| rcases Submodule.mem_sup.mp hwSum with ⟨b, hb, p, hp, hbp⟩ | |
| have hb₀ : b ∈ B₀ := by rw [hB₀]; exact Submodule.mem_sup_left hb | |
| have hp₀ : p ∈ B₀ := by rw [hB₀]; exact Submodule.mem_sup_right hp | |
| let bb : B₀ := ⟨b, hb₀⟩ | |
| let pp : B₀ := ⟨p, hp₀⟩ | |
| have heq : w = bb + pp := Subtype.ext hbp.symm | |
| have hxp : X pp = 0 := by | |
| have hxw : X w = 0 := hw | |
| rw [heq, map_add, hzero bb hb, zero_add] at hxw | |
| exact hxw | |
| have hqp : A₀.mkQ (Y p) = 0 := (hcopy pp hp).symm.trans hxp | |
| have hy₀ : Y p ∈ A₀ := by | |
| have hm : Y p ∈ LinearMap.ker A₀.mkQ := hqp | |
| simpa only [Submodule.ker_mkQ] using hm | |
| rw [hA₀] at hy₀ | |
| rcases hy₀.1 with ⟨b', hb', hYb'⟩ | |
| have hpk : p - b' ∈ LinearMap.ker Y := by | |
| change Y (p - b') = 0 | |
| rw [map_sub, hYb', sub_self] | |
| have hpB : p ∈ B := by | |
| have h := B.add_mem (hKY hpk) hb' | |
| simpa only [sub_add_cancel] using h | |
| have h := B.add_mem hb hpB | |
| change (w : W) ∈ B | |
| exact hbp ▸ h | |
| · intro hw | |
| exact hzero w hw | |
| theorem disjoint_quotient_images_of_intersection | |
| (A₀ A C : Submodule K V) (hA₀ : A₀ = C ⊓ A) : | |
| Disjoint (A.map A₀.mkQ) (C.map A₀.mkQ) := by | |
| apply Submodule.disjoint_def.mpr | |
| intro v hvA hvC | |
| rcases hvA with ⟨a, ha, hqa⟩ | |
| rcases hvC with ⟨c, hc, hqc⟩ | |
| have hdiff : c - a ∈ A₀ := (Submodule.Quotient.eq A₀).mp (hqc.trans hqa.symm) | |
| have hdiffA : c - a ∈ A := by rw [hA₀] at hdiff; exact hdiff.2 | |
| have hcA : c ∈ A := by | |
| have h := A.add_mem hdiffA ha | |
| simpa only [sub_add_cancel] using h | |
| have hc₀ : c ∈ A₀ := by rw [hA₀]; exact ⟨hc, hcA⟩ | |
| have hqzero : A₀.mkQ c = 0 := by | |
| change c ∈ LinearMap.ker A₀.mkQ | |
| rw [Submodule.ker_mkQ] | |
| exact hc₀ | |
| exact hqc.symm.trans hqzero | |
| omit [FiniteDimensional K W] in | |
| theorem a4_range_of_gluing (Y : W →ₗ[K] V) | |
| (A₀ A : Submodule K V) (B B₀ : Submodule K W) | |
| (X : B₀ →ₗ[K] (V ⧸ A₀)) | |
| (hB₀ : B₀ = B ⊔ A.comap Y) (hAY : A ≤ LinearMap.range Y) | |
| (hzero : ∀ b : B₀, (b : W) ∈ B → X b = 0) | |
| (hcopy : ∀ p : B₀, Y p ∈ A → X p = A₀.mkQ (Y p)) : | |
| LinearMap.range X = A.map A₀.mkQ := by | |
| apply le_antisymm | |
| · rintro v ⟨w, hw⟩ | |
| have hwSum : (w : W) ∈ B ⊔ A.comap Y := by rw [← hB₀]; exact w.property | |
| rcases Submodule.mem_sup.mp hwSum with ⟨b, hb, p, hp, hbp⟩ | |
| have hb₀ : b ∈ B₀ := by rw [hB₀]; exact Submodule.mem_sup_left hb | |
| have hp₀ : p ∈ B₀ := by rw [hB₀]; exact Submodule.mem_sup_right hp | |
| let bb : B₀ := ⟨b, hb₀⟩ | |
| let pp : B₀ := ⟨p, hp₀⟩ | |
| have heq : w = bb + pp := Subtype.ext hbp.symm | |
| refine ⟨Y p, hp, ?_⟩ | |
| rw [← hw, heq, map_add, hzero bb hb, hcopy pp hp, zero_add] | |
| · rintro v ⟨a, ha, hqa⟩ | |
| rcases hAY ha with ⟨p, hp⟩ | |
| have hpA : p ∈ A.comap Y := by change Y p ∈ A; rw [hp]; exact ha | |
| have hp₀ : p ∈ B₀ := by rw [hB₀]; exact Submodule.mem_sup_right hpA | |
| let pp : B₀ := ⟨p, hp₀⟩ | |
| refine ⟨pp, ?_⟩ | |
| rw [hcopy pp hpA, hp, hqa] | |
| omit [FiniteDimensional K W] in | |
| theorem a4_remainder_of_gluing (Y : W →ₗ[K] V) | |
| (A₀ A : Submodule K V) (B B₀ : Submodule K W) | |
| (X : B₀ →ₗ[K] (V ⧸ A₀)) (hB₀ : B₀ = B ⊔ A.comap Y) | |
| (hzero : ∀ b : B₀, (b : W) ∈ B → X b = 0) | |
| (hcopy : ∀ p : B₀, Y p ∈ A → X p = A₀.mkQ (Y p)) : | |
| LinearMap.range (compress Y A₀ B₀ - X) ≤ (B.map Y).map A₀.mkQ ∧ | |
| LinearMap.ker X ⊔ LinearMap.ker (compress Y A₀ B₀ - X) = ⊤ := by | |
| have decomp : ∀ w : B₀, ∃ b p : B₀, | |
| (b : W) ∈ B ∧ Y p ∈ A ∧ b + p = w := by | |
| intro w | |
| have hw : (w : W) ∈ B ⊔ A.comap Y := by rw [← hB₀]; exact w.property | |
| rcases Submodule.mem_sup.mp hw with ⟨b, hb, p, hp, hbp⟩ | |
| have hb₀ : b ∈ B₀ := by rw [hB₀]; exact Submodule.mem_sup_left hb | |
| have hp₀ : p ∈ B₀ := by rw [hB₀]; exact Submodule.mem_sup_right hp | |
| exact ⟨⟨b, hb₀⟩, ⟨p, hp₀⟩, hb, hp, Subtype.ext hbp⟩ | |
| constructor | |
| · rintro v ⟨w, hw⟩ | |
| rcases decomp w with ⟨b, p, hb, hp, hbp⟩ | |
| have hz : (compress Y A₀ B₀ - X) w = A₀.mkQ (Y b) := by | |
| rw [← hbp, map_add] | |
| change (compress Y A₀ B₀ b - X b) + (compress Y A₀ B₀ p - X p) = A₀.mkQ (Y b) | |
| rw [hzero b hb, hcopy p hp] | |
| simp only [compress_apply, sub_zero, sub_self, add_zero] | |
| exact ⟨Y b, ⟨(b : W), hb, rfl⟩, hz.symm.trans hw⟩ | |
| · apply le_antisymm le_top | |
| intro w _ | |
| rcases decomp w with ⟨b, p, hb, hp, hbp⟩ | |
| have hpker : p ∈ LinearMap.ker (compress Y A₀ B₀ - X) := by | |
| change compress Y A₀ B₀ p - X p = 0 | |
| rw [hcopy p hp] | |
| exact sub_self _ | |
| exact Submodule.mem_sup.mpr ⟨b, hzero b hb, p, hpker, hbp⟩ | |
| abbrev A4Index := Σ A₀ : Submodule K V, Σ B₀ : Submodule K W, B₀ →ₗ[K] (V ⧸ A₀) | |
| /-- The full index and selectors of a right-hand summand of (A.4). -/ | |
| def A4Survives (Y : W →ₗ[K] V) (A : Submodule K V) (B : Submodule K W) | |
| (p : A4Index (K := K) (W := W) (V := V)) : Prop := | |
| p.1 ≤ A ∧ B ≤ p.2.1 ∧ Hybrid Y p.1 p.2.1 ∧ | |
| LinearMap.ker p.2.2 = B.comap p.2.1.subtype ∧ | |
| LinearMap.range p.2.2 = A.map p.1.mkQ ∧ | |
| RankAdditivity.RankBelow p.2.2 (compress Y p.1 p.2.1) | |
| theorem a4_surviving_index_unique (Y : W →ₗ[K] V) | |
| (A : Submodule K V) (B : Submodule K W) | |
| (p q : A4Index (K := K) (W := W) (V := V)) | |
| (hp : A4Survives Y A B p) (hq : A4Survives Y A B q) : p = q := by | |
| rcases p with ⟨A₀, B₀, X₀⟩ | |
| rcases q with ⟨A₁, B₁, X₁⟩ | |
| rcases hp with ⟨ha₀, hb₀, hi₀, hk₀, him₀, hr₀⟩ | |
| rcases hq with ⟨ha₁, hb₁, hi₁, hk₁, him₁, hr₁⟩ | |
| have heA : A₀ = A₁ := (a4_codomain_forced Y A₀ A B B₀ X₀ ha₀ hb₀ hi₀ hk₀ him₀ hr₀).trans | |
| (a4_codomain_forced Y A₁ A B B₁ X₁ ha₁ hb₁ hi₁ hk₁ him₁ hr₁).symm | |
| have heB : B₀ = B₁ := (a4_domain_forced Y A₀ A B B₀ X₀ ha₀ hb₀ hi₀ hk₀ him₀ hr₀).trans | |
| (a4_domain_forced Y A₁ A B B₁ X₁ ha₁ hb₁ hi₁ hk₁ him₁ hr₁).symm | |
| subst A₁ | |
| subst B₁ | |
| have heX := a4_map_unique Y A₀ A B B₀ X₀ X₁ ha₀ hb₀ hi₀ hk₀ hk₁ him₀ him₁ hr₀ hr₁ | |
| cases heX | |
| rfl | |
| end UniqueGamesTheorem.Appendix.LinearIdentities | |
| namespace UniqueGamesTheorem.Appendix.BinaryA4 | |
| open LinearIdentities | |
| abbrev F2 := DegreeCover.F2 | |
| variable {W V : Type*} [AddCommGroup W] [Module F2 W] | |
| [AddCommGroup V] [Module F2 V] [FiniteDimensional F2 W] | |
| omit [FiniteDimensional F2 W] in | |
| /-- Construct the actual linear map in the canonical (A.4) summand by | |
| gluing zero on `B` with `Q_A₀ Y` on `Y⁻¹(A)`. -/ | |
| theorem canonical_glued_map (Y : W →ₗ[F2] V) (A : Submodule F2 V) (B : Submodule F2 W) : | |
| ∃ X : ↥(B ⊔ A.comap Y) →ₗ[F2] (V ⧸ ((B.map Y) ⊓ A)), | |
| (∀ b : ↥(B ⊔ A.comap Y), (b : W) ∈ B → X b = 0) ∧ | |
| (∀ p : ↥(B ⊔ A.comap Y), Y p ∈ A → X p = ((B.map Y) ⊓ A).mkQ (Y p)) := by | |
| let P := A.comap Y | |
| let A₀ := (B.map Y) ⊓ A | |
| let B₀ := B ⊔ P | |
| let pp := P.comap B₀.subtype | |
| let bb := B.comap B₀.subtype | |
| let f := compress Y A₀ B₀ | |
| have hc : pp ⊔ bb = ⊤ := by | |
| apply le_antisymm le_top | |
| intro w _ | |
| rcases Submodule.mem_sup.mp w.property with ⟨b, hb, p, hp, hbp⟩ | |
| let pv : B₀ := ⟨p, Submodule.mem_sup_right hp⟩ | |
| let bv : B₀ := ⟨b, Submodule.mem_sup_left hb⟩ | |
| refine Submodule.mem_sup.mpr ⟨pv, hp, bv, hb, ?_⟩ | |
| apply Subtype.ext | |
| change p + b = (w : W) | |
| rw [add_comm] | |
| exact hbp | |
| have compat : ∀ w ∈ pp, w ∈ bb → f w = 0 := by | |
| intro w hp hb | |
| have hm : Y w ∈ A₀ := ⟨⟨(w : W), hb, rfl⟩, hp⟩ | |
| change Y w ∈ LinearMap.ker A₀.mkQ | |
| rw [Submodule.ker_mkQ] | |
| exact hm | |
| obtain ⟨X, hcopy, hzero⟩ := DegreeCover.exists_glue_zero pp bb f hc compat | |
| refine ⟨X, ?_, ?_⟩ | |
| · intro b hb | |
| exact hzero b hb | |
| · intro p hp | |
| exact hcopy p hp | |
| theorem a4_selector_exists (Y : W →ₗ[F2] V) (A : Submodule F2 V) (B : Submodule F2 W) | |
| (hAY : A ≤ LinearMap.range Y) (hKY : LinearMap.ker Y ≤ B) : | |
| ∃ p : A4Index (K := F2) (W := W) (V := V), A4Survives Y A B p := by | |
| obtain ⟨X, hzero, hcopy⟩ := canonical_glued_map Y A B | |
| let A₀ := (B.map Y) ⊓ A | |
| let B₀ := B ⊔ A.comap Y | |
| have inner : Hybrid Y A₀ B₀ := by | |
| constructor | |
| · intro a ha | |
| rcases ha.1 with ⟨b, _, hb⟩ | |
| exact ⟨b, hb⟩ | |
| · intro w hw | |
| have hy : Y w ∈ (B.map Y) ⊓ A := hw | |
| exact Submodule.mem_sup_right hy.2 | |
| have hk := a4_kernel_of_gluing Y A₀ A B B₀ X rfl rfl hKY hzero hcopy | |
| have hi := a4_range_of_gluing Y A₀ A B B₀ X rfl hAY hzero hcopy | |
| have hr := a4_remainder_of_gluing Y A₀ A B B₀ X rfl hzero hcopy | |
| have hd := disjoint_quotient_images_of_intersection A₀ A (B.map Y) rfl | |
| have hl : RankAdditivity.RankBelow X (compress Y A₀ B₀) := by | |
| apply (RankAdditivity.rankBelow_iff X (compress Y A₀ B₀)).mpr | |
| refine ⟨?_, hr.2⟩ | |
| rw [hi] | |
| exact hd.mono_right hr.1 | |
| exact ⟨⟨A₀, B₀, X⟩, inf_le_right, le_sup_left, inner, hk, hi, hl⟩ | |
| /-- The complete unique-index selector identity in (A.4) for arbitrary | |
| finite-dimensional binary vector spaces. The index records both subspaces | |
| and the genuine linear map with the required kernel and range. -/ | |
| theorem a4_unique_selector (Y : W →ₗ[F2] V) (A : Submodule F2 V) (B : Submodule F2 W) : | |
| (A ≤ LinearMap.range Y ∧ LinearMap.ker Y ≤ B) ↔ | |
| ∃! p : A4Index (K := F2) (W := W) (V := V), A4Survives Y A B p := by | |
| constructor | |
| · rintro ⟨ha, hb⟩ | |
| obtain ⟨p, hp⟩ := a4_selector_exists Y A B ha hb | |
| exact ⟨p, hp, fun q hq => a4_surviving_index_unique Y A B q p hq hp⟩ | |
| · rintro ⟨⟨A₀, B₀, X⟩, hp, _⟩ | |
| rcases hp with ⟨_, _, inner, hk, hi, hr⟩ | |
| exact a4_weak_selector_of_summand Y A₀ A B B₀ X inner hk hi hr | |
| end UniqueGamesTheorem.Appendix.BinaryA4 | |
| end | |
| end OAI | |