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Add lean source and binary files (part 47)
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import Mathlib
import OAI.Combinatorics.MatchingCount.Graphs.PathActivity
namespace OAI
namespace MatchingFPRAS.Enlargement
open MatchingFPRAS.Switching MatchingFPRAS.Subdivision MatchingFPRAS.RealGeometry
open Finset
variable {V E : Type*} [Fintype V] [LinearOrder V] [Fintype E] [LinearOrder E]
lemma consumed_destination_injective {m : ℕ} (hm : Even m) (u v : E → V)
(huv : ∀ e, u e ≠ v e) (R₀ : Finset V) (U : E → Finset (Fin m))
(b : E → Selection m) (hb : FamilyHoles u v m R₀ U b)
(d : E → HoleBlocks m) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hp : ∀ e, (d e).Parity)
(q : Vertex V E m × Vertex V E m) (hq : q ∈ consumedPairs u v m d)
(q' : Vertex V E m × Vertex V E m) (hq' : q' ∈ consumedPairs u v m d)
(hqq : q.2=q'.2) : q=q' := by
obtain ⟨e,j,h | h⟩ := (mem_consumedPairs u v d q).mp hq
· obtain ⟨hj,rfl⟩ := h
obtain ⟨e',j',h' | h'⟩ := (mem_consumedPairs u v d q').mp hq'
· obtain ⟨hj',rfl⟩ := h'
have hx : u e=u e' := Sum.inl_injective hqq
have hee := uses_unique hb (left_consumes hb d he hp e hj)
(hx.symm ▸ left_consumes hb d he hp e' hj')
subst e'
have hjj := Option.mem_unique hj hj'
subst j'
rfl
· obtain ⟨hj',rfl⟩ := h'
have hx : u e=v e' := Sum.inl_injective hqq
have hee := uses_unique hb (left_consumes hb d he hp e hj)
(hx.symm ▸ right_consumes hm hb d he hp e' hj')
subst e'
exact (huv e hx).elim
· obtain ⟨hj,rfl⟩ := h
obtain ⟨e',j',h' | h'⟩ := (mem_consumedPairs u v d q').mp hq'
· obtain ⟨hj',rfl⟩ := h'
have hx : v e=u e' := Sum.inl_injective hqq
have hee := uses_unique hb (right_consumes hm hb d he hp e hj)
(hx.symm ▸ left_consumes hb d he hp e' hj')
subst e'
exact (huv e hx.symm).elim
· obtain ⟨hj',rfl⟩ := h'
have hx : v e=v e' := Sum.inl_injective hqq
have hee := uses_unique hb (right_consumes hm hb d he hp e hj)
(hx.symm ▸ right_consumes hm hb d he hp e' hj')
subst e'
have hjj := Option.mem_unique hj hj'
subst j'
rfl
lemma destination_nodup {m : ℕ} (hm : Even m) (u v : E → V)
(huv : ∀ e, u e ≠ v e) (R₀ : Finset V) (U : E → Finset (Fin m))
(b : E → Selection m) (hb : FamilyHoles u v m R₀ U b)
(d : E → HoleBlocks m) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hp : ∀ e, (d e).Parity) :
((consumedPairs u v m d).map Prod.snd).Nodup := by
have hn := (List.nodup_append.mp (source_lists_nodup u v U d he)).2.1
have hnd : (consumedPairs u v m d).Nodup := List.Nodup.of_map Prod.fst hn
exact List.Nodup.map_on (consumed_destination_injective hm u v huv R₀ U b hb d he hp) hnd
lemma consumed_fresh {m : ℕ} (hm : Even m) (u v : E → V)
(R₀ : Finset V) (U : E → Finset (Fin m)) (b : E → Selection m)
(hb : FamilyHoles u v m R₀ U b) (d : E → HoleBlocks m)
(he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hp : ∀ e, (d e).Parity)
(q : Vertex V E m × Vertex V E m) (hq : q ∈ consumedPairs u v m d) :
q.2 ∉ enlargedHoles m R₀ U := by
obtain ⟨e,j,h | h⟩ := (mem_consumedPairs u v d q).mp hq
· obtain ⟨hj,rfl⟩ := h
simpa using uses_not_hole hb (left_consumes hb d he hp e hj)
· obtain ⟨hj,rfl⟩ := h
simpa using uses_not_hole hb (right_consumes hm hb d he hp e hj)
@[simp] lemma mem_neutral_vertex_left (m : ℕ) (d : E → HoleBlocks m) (x : V) :
Sum.inl x ∉ pairVertices (neutralPairs m d) := by
rw [pairVertices_neutral]
simp
@[simp] lemma mem_neutral_vertex_right (m : ℕ) (d : E → HoleBlocks m) (e : E) (j : Fin m) :
Sum.inr (e,j) ∈ pairVertices (neutralPairs (V := V) m d) ↔
j ∈ (d e).neutral.flatMap (fun q => [q.1,q.2]) := by
rw [pairVertices_neutral]
simp only [List.mem_flatMap,Finset.mem_toList,Finset.mem_univ,true_and,List.mem_map,
Sum.inr.injEq,Prod.mk.injEq]
constructor
· rintro ⟨e',j',hj,hee,hjj⟩
subst e'; subst j'; exact hj
· intro hj; exact ⟨e,j,hj,rfl,rfl⟩
@[simp] lemma mem_consumed_source_left (u v : E → V) (m : ℕ) (d : E → HoleBlocks m) (x : V) :
Sum.inl x ∉ (consumedPairs u v m d).map Prod.fst := by
rw [consumed_sources]
simp
@[simp] lemma mem_consumed_source_right (u v : E → V) (m : ℕ) (d : E → HoleBlocks m)
(e : E) (j : Fin m) : Sum.inr (e,j) ∈ (consumedPairs u v m d).map Prod.fst ↔
j ∈ (d e).left ∨ j ∈ (d e).right := by
rw [consumed_sources]
simp only [List.mem_flatMap,Finset.mem_toList,Finset.mem_univ,true_and,List.mem_map,
Sum.inr.injEq,Prod.mk.injEq,List.mem_append,Option.mem_toList]
constructor
· rintro ⟨e',j',hj,hee,hjj⟩
subst e'; subst j'; exact hj
· intro hj; exact ⟨e,j,hj,rfl,rfl⟩
omit [Fintype V] [LinearOrder V] [LinearOrder E] in
@[simp] lemma mem_consumed_destination_right [Fintype V] [LinearOrder V] [LinearOrder E]
(u v : E → V) (m : ℕ) (d : E → HoleBlocks m)
(e : E) (j : Fin m) : Sum.inr (e,j) ∉ (consumedPairs u v m d).map Prod.snd := by
simp [consumedPairs,List.map_flatMap,List.map_append,List.map_map,Function.comp_def]
lemma mem_consumed_destination_left {m : ℕ} (hm : Even m) (u v : E → V)
(R₀ : Finset V) (U : E → Finset (Fin m)) (b : E → Selection m)
(hb : FamilyHoles u v m R₀ U b) (d : E → HoleBlocks m)
(he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hp : ∀ e, (d e).Parity) (x : V) :
Sum.inl x ∈ (consumedPairs u v m d).map Prod.snd ↔
∃ e ∈ broken U, Uses u v b e x := by
constructor
· rintro h
obtain ⟨q,hq,hqx⟩ := List.mem_map.mp h
obtain ⟨e,j,h | h⟩ := (mem_consumedPairs u v d q).mp hq
· obtain ⟨hj,rfl⟩ := h
have hx : u e=x := Sum.inl_injective hqx
refine ⟨e,(mem_broken U e).mpr ⟨j,(d e).left_mem (he e) hj⟩,?_⟩
exact hx ▸ left_consumes hb d he hp e hj
· obtain ⟨hj,rfl⟩ := h
have hx : v e=x := Sum.inl_injective hqx
refine ⟨e,(mem_broken U e).mpr ⟨j,(d e).right_mem (he e) hj⟩,?_⟩
exact hx ▸ right_consumes hm hb d he hp e hj
· rintro ⟨e,hbr,hus⟩
have hU : (U e).Nonempty := (mem_broken U e).mp hbr
rcases hus with ⟨hleft,hx⟩ | ⟨hright,hx⟩
· have hsome := ((d e).left_uses (hb.1 e) hU (he e) (hp e)).mp hleft
obtain ⟨j,hj⟩ := Option.isSome_iff_exists.mp hsome
apply List.mem_map.mpr
refine ⟨(Sum.inr (e,j),Sum.inl (u e)),?_,by simp only [hx]⟩
apply (mem_consumedPairs u v d _).mpr
exact ⟨e,j,Or.inl ⟨hj,rfl⟩⟩
· have hsome := ((d e).right_uses hm (hb.1 e) hU (he e) (hp e)).mp hright
obtain ⟨j,hj⟩ := Option.isSome_iff_exists.mp hsome
apply List.mem_map.mpr
refine ⟨(Sum.inr (e,j),Sum.inl (v e)),?_,by simp only [hx]⟩
apply (mem_consumedPairs u v d _).mpr
exact ⟨e,j,Or.inr ⟨hj,rfl⟩⟩
lemma internal_covered {m : ℕ} (u v : E → V) (U : E → Finset (Fin m))
(d : E → HoleBlocks m) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (e : E) (j : Fin m) :
j ∈ U e ↔ Sum.inr (e,j) ∈ pairVertices (neutralPairs (V := V) m d) ∨
Sum.inr (e,j) ∈ (consumedPairs u v m d).map Prod.fst := by
rw [mem_neutral_vertex_right,mem_consumed_source_right,← Finset.mem_sort (· ≤ ·),← he e]
simp only [HoleBlocks.flatten,List.mem_append,Option.mem_toList]
tauto
theorem charged_set_eq {m : ℕ} (hm : Even m) (u v : E → V)
(R₀ : Finset V) (U : E → Finset (Fin m)) (b : E → Selection m)
(hb : FamilyHoles u v m R₀ U b) (d : E → HoleBlocks m)
(he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hp : ∀ e, (d e).Parity) :
((enlargedHoles m R₀ U \ (pairVertices (neutralPairs m d)).toFinset) \
((consumedPairs u v m d).map Prod.fst).toFinset) ∪
((consumedPairs u v m d).map Prod.snd).toFinset =
(residualHoles u v R₀ U b).map ⟨Sum.inl,Sum.inl_injective⟩ := by
classical
ext a
cases a with
| inl x =>
simp only [Finset.mem_union,Finset.mem_sdiff,List.mem_toFinset,mem_enlargedHoles_left,
mem_neutral_vertex_left,mem_consumed_source_left,not_false_eq_true,and_true,
Finset.mem_map,Function.Embedding.coeFn_mk,Sum.inl.injEq,exists_eq_right,
mem_residualHoles,mem_consumed_destination_left hm u v R₀ U b hb d he hp]
| inr a =>
obtain ⟨e,j⟩ := a
simp only [Finset.mem_union,Finset.mem_sdiff,List.mem_toFinset,mem_enlargedHoles_right,
mem_consumed_destination_right,or_false,Finset.mem_map,Function.Embedding.coeFn_mk,
Sum.inl_ne_inr,and_false,exists_false]
have hc := (internal_covered u v U d he e j).mp
tauto
noncomputable def holeStrength (p : ℕ) (B Hu Hv : E → ℝ) : Vertex V E (4*p) → ℝ
| Sum.inl _ => 1
| Sum.inr (e,j) => internalStrength p (B e) (Hu e) (Hv e) j
noncomputable def neutralCharge (p : ℕ) (B Hu Hv lam : E → ℝ) :
Vertex V E (4*p) × Vertex V E (4*p) → ℝ
| (Sum.inr (e,j),Sum.inr (_,k)) => neutralFactor p (B e) (Hu e) (Hv e) (lam e) j k
| _ => 0
noncomputable def consumedCharge (u : E → V) (p : ℕ) (B Hu Hv lam : E → ℝ) :
Vertex V E (4*p) × Vertex V E (4*p) → ℝ
| (Sum.inr (e,j),Sum.inl x) => if x=u e then leftFactor p (B e) (Hu e) (Hv e) (lam e) j
else rightFactor p (B e) (Hu e) (Hv e) (lam e) j
| _ => 0
noncomputable def totalDeletionCharge (u v : E → V) (p : ℕ) (B Hu Hv lam : E → ℝ)
(d : E → HoleBlocks (4*p)) : ℝ :=
((neutralPairs (V := V) (4*p) d).map (neutralCharge p B Hu Hv lam)).prod *
((consumedPairs u v (4*p) d).map (consumedCharge u p B Hu Hv lam)).prod
theorem deletion_charge_trace (u v : E → V) (huv : ∀ e, u e ≠ v e)
(p : ℕ) (hp : 1 ≤ p) (B Hu Hv lam : E → ℝ) (hB : ∀ e, 1 ≤ B e)
(hHu : ∀ e, 0 ≤ Hu e) (hHv : ∀ e, 0 ≤ Hv e) (hlam0 : ∀ e, 0 ≤ lam e)
(hlam : ∀ e, lam e ≤ B e) (R₀ : Finset V) (U : E → Finset (Fin (4*p)))
(b : E → Selection (4*p)) (hb : FamilyHoles u v (4*p) R₀ U b)
(d : E → HoleBlocks (4*p)) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·))
(hpar : ∀ e, (d e).Parity) :
ChargeTrace (realBottleneck u v p B Hu Hv lam) (enlargedHoles (4*p) R₀ U)
((residualHoles u v R₀ U b).map ⟨Sum.inl,Sum.inl_injective⟩)
(totalDeletionCharge u v p B Hu Hv lam d) := by
classical
have hm : Even (4*p) := ⟨2*p,by omega⟩
have hB0 : ∀ e, 0 < B e := fun e => lt_of_lt_of_le zero_lt_one (hB e)
have hs := source_lists_nodup u v U d he
let N := neutralPairs (V := V) (4*p) d
let C := consumedPairs u v (4*p) d
let H := enlargedHoles (4*p) R₀ U
let BB := realBottleneck u v p B Hu Hv lam
let T := holeStrength (V := V) p B Hu Hv
let fN := neutralCharge (V := V) p B Hu Hv lam
let fC := consumedCharge u p B Hu Hv lam
have hsubN : ∀ a ∈ pairVertices N, a ∈ H := by
intro a ha
cases a with
| inl x => exact (mem_neutral_vertex_left (4*p) d x ha).elim
| inr a =>
obtain ⟨e,j⟩ := a
exact (mem_enlargedHoles_right (4*p) R₀ U e j).mpr
((internal_covered u v U d he e j).mpr (Or.inl ha))
have hlocalN : ∀ q ∈ N, 0 < T q.1 ∧ 0 < T q.2 ∧ 0 ≤ fN q ∧
(∀ a, a ≠ q.1 → BB q.1 a ≤ T q.1) ∧
(∀ a, a ≠ q.2 → BB q.2 a ≤ T q.2) ∧ fN q*T q.1*T q.2 ≤ BB q.1 q.2 := by
intro q hq
obtain ⟨e,r,hr,rfl⟩ := (mem_neutralPairs d q).mp hq
refine ⟨(hB0 e).trans_le (le_internalStrength _ _ _ _ _),
(hB0 e).trans_le (le_internalStrength _ _ _ _ _),
neutralFactor_nonneg p _ _ _ _ (hB0 e) (hlam0 e) _ _,?_,?_,?_⟩
· intro a _; exact realBottleneck_internal_cap u v p hp B Hu Hv lam hB hHu hHv hlam e r.1 a
· intro a _; exact realBottleneck_internal_cap u v p hp B Hu Hv lam hB hHu hHv hlam e r.2 a
· exact neutral_local_charge u v huv p hp B Hu Hv lam hB0 hHu hHv hlam e r.1 r.2
((d e).neutral_lt (he e) r hr)
have hsubC : ∀ q ∈ C, q.1 ∈ H \ (pairVertices N).toFinset := by
intro q hq
have hq' : q.1 ∈ C.map Prod.fst := List.mem_map.mpr ⟨q,hq,rfl⟩
refine Finset.mem_sdiff.mpr ⟨?_,?_⟩
· cases hqa : q.1 with
| inl x => exact (mem_consumed_source_left u v (4*p) d x (hqa ▸ hq')).elim
| inr a =>
obtain ⟨e,j⟩ := a
rw [mem_enlargedHoles_right]
exact (internal_covered u v U d he e j).mpr (Or.inr (hqa ▸ hq'))
· intro hn
exact (List.nodup_append.mp hs).2.2 q.1 (List.mem_toFinset.mp hn) q.1 hq' rfl
have hfresh : ∀ q ∈ C, q.2 ∉ H \ (pairVertices N).toFinset := by
intro q hq hmem
exact consumed_fresh hm u v R₀ U b hb d he hpar q hq (Finset.mem_sdiff.mp hmem).1
have hlocalC : ∀ q ∈ C, 0 < T q.1 ∧ 0 ≤ fC q ∧
(∀ a, a ≠ q.1 → BB q.1 a ≤ T q.1) ∧ fC q*T q.1 ≤ BB q.1 q.2 := by
intro q hq
obtain ⟨e,j,h | h⟩ := (mem_consumedPairs u v d q).mp hq
· obtain ⟨hj,rfl⟩ := h
have hc : fC (Sum.inr (e,j),Sum.inl (u e))=leftFactor p (B e) (Hu e) (Hv e) (lam e) j := by
simp [fC,consumedCharge]
rw [hc]
refine ⟨(hB0 e).trans_le (le_internalStrength _ _ _ _ _),
leftFactor_nonneg p _ _ _ _ (hB0 e) (hlam0 e) _,?_,?_⟩
· intro a _; exact realBottleneck_internal_cap u v p hp B Hu Hv lam hB hHu hHv hlam e j a
· exact left_local_charge u v huv p hp B Hu Hv lam hB0 hHu hlam e j
· obtain ⟨hj,rfl⟩ := h
have hc : fC (Sum.inr (e,j),Sum.inl (v e))=rightFactor p (B e) (Hu e) (Hv e) (lam e) j := by
simp [fC,consumedCharge,(huv e).symm]
rw [hc]
refine ⟨(hB0 e).trans_le (le_internalStrength _ _ _ _ _),
rightFactor_nonneg p _ _ _ _ (hB0 e) (hlam0 e) _,?_,?_⟩
· intro a _; exact realBottleneck_internal_cap u v p hp B Hu Hv lam hB hHu hHv hlam e j a
· exact right_local_charge u v huv p hp B Hu Hv lam hB0 hHv hlam e j
have htN := charge_remove_list BB T fN N H (List.nodup_append.mp hs).1 hsubN hlocalN
have htC := charge_replace_list BB T fC C (H \ (pairVertices N).toFinset)
(List.nodup_append.mp hs).2.1 (destination_nodup hm u v huv R₀ U b hb d he hpar) hsubC hfresh hlocalC
have hC0 : 0 ≤ (C.map fC).prod := by
apply List.prod_nonneg
intro a ha
obtain ⟨q,hq,rfl⟩ := List.mem_map.mp ha
exact (hlocalC q hq).2.1
have htrace := htN.trans htC hC0
change ChargeTrace _ _ _ (totalDeletionCharge u v p B Hu Hv lam d) at htrace
simpa only [N,C,H,charged_set_eq hm u v R₀ U b hb d he hpar] using htrace
theorem deletion_capacity_bound (w : V → V → ℝ) (hw : ∀ a b, 0 < w a b)
(p : ℕ) (hp : 1 ≤ p) (Hu Hv : LogicalEdge V → ℝ)
(hHu : ∀ e, 0 ≤ Hu e) (hHv : ∀ e, 0 ≤ Hv e)
(R₀ : Finset V) (U : LogicalEdge V → Finset (Fin (4*p)))
(b : LogicalEdge V → Selection (4*p)) (hb : FamilyHoles source target (4*p) R₀ U b)
(d : LogicalEdge V → HoleBlocks (4*p)) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·))
(hpar : ∀ e, (d e).Parity) (hH : Even (enlargedHoles (4*p) R₀ U).card) :
∃ hR : Even (residualHoles source target R₀ U b).card,
pairingCapacity (realBottleneck source target p
(fun e => bottleneck w (source e) (target e)) Hu Hv (logicalActivity w))
(enlargedHoles (4*p) R₀ U) hH *
totalDeletionCharge source target p (fun e => bottleneck w (source e) (target e))
Hu Hv (logicalActivity w) d ≤
pairingCapacity (bottleneck w) (residualHoles source target R₀ U b) hR := by
classical
have ht := deletion_charge_trace source target source_ne_target p hp
(fun e => bottleneck w (source e) (target e)) Hu Hv (logicalActivity w)
(fun e => one_le_bottleneck w _ _) hHu hHv
(fun e => by unfold logicalActivity edgeActivity; split_ifs <;> exact (hw _ _).le)
(fun e => edgeActivity_le_bottleneck w _ _ (source_ne_target e)) R₀ U b hb d he hpar
obtain ⟨hR,hle⟩ := ChargeTrace.capacity_bound_decidable _
(fun a b => bottleneck_comm _ a b)
(fun a b => zero_le_one.trans (one_le_bottleneck _ a b))
(fun a b c hab hac hbc => bottleneck_ultrametric _ a b c hab hac hbc) ht hH
have hR' : Even (residualHoles source target R₀ U b).card := by simpa using hR
refine ⟨hR',?_⟩
have hx := pairingCapacity_sum_inl (terminal_lt_iff (4*p)) (bottleneck w) _
(terminal_bottleneck w p hp Hu Hv) _ hR' hR
apply hle.trans_eq
convert hx using 1
rfl
noncomputable def blockCharge (p : ℕ) (B Hu Hv lam : ℝ) (d : HoleBlocks (4*p)) : ℝ :=
(d.left.toList.map (leftFactor p B Hu Hv lam)).prod *
(d.neutral.map (fun q => neutralFactor p B Hu Hv lam q.1 q.2)).prod *
(d.right.toList.map (rightFactor p B Hu Hv lam)).prod
lemma blockCharge_potential (p : ℕ) (B Hu Hv lam : ℝ) (hlam : lam ≠ 0)
(U : Finset (Fin (4*p))) (d : HoleBlocks (4*p))
(he : d.flatten=U.sort (· ≤ ·)) (hp : d.Parity) :
blockCharge p B Hu Hv lam d =
(if d.right.isSome then lam else 1) *
((d.flatten.map (fun j => vertexPotential p B Hu Hv lam (j.val+1))).prod)⁻¹ := by
let z := fun j : Fin (4*p) => vertexPotential p B Hu Hv lam (j.val+1)
have hleft : (d.left.toList.map (leftFactor p B Hu Hv lam)).prod =
((d.left.toList.map z).prod)⁻¹ := by
cases hl : d.left with
| none => simp
| some j =>
have hj := hp.1 j (by simp [hl])
simpa [hl,z] using leftFactor_eq_potential p B Hu Hv lam j hj
have hright : (d.right.toList.map (rightFactor p B Hu Hv lam)).prod =
(if d.right.isSome then lam else 1) * ((d.right.toList.map z).prod)⁻¹ := by
cases hr : d.right with
| none => simp
| some j =>
have hj := hp.2.2 j (by simp [hr])
simpa [hr,z,div_eq_mul_inv] using rightFactor_eq_potential p B Hu Hv lam hlam j hj
have hneutral : (d.neutral.map (fun q => neutralFactor p B Hu Hv lam q.1 q.2)).prod =
(((d.neutral.flatMap (fun q => [q.1,q.2])).map z).prod)⁻¹ := by
have hh : d.neutral.map (fun q => neutralFactor p B Hu Hv lam q.1 q.2)=
d.neutral.map (fun q => (z q.1*z q.2)⁻¹) := by
apply List.map_congr_left
intro q hq
exact neutralFactor_eq_potential p B Hu Hv lam hlam q.1 q.2
(d.neutral_lt he q hq) (hp.2.1 q hq).1 (hp.2.1 q hq).2
rw [hh]
simp only [List.flatMap_def]
simp [List.prod_inv,Function.comp_def]
unfold blockCharge
rw [hleft,hright,hneutral]
simp only [HoleBlocks.flatten,List.map_append,List.prod_append,mul_inv_rev]
change _ = (if d.right.isSome then lam else 1) * _
ring
noncomputable def pathConstant (p : ℕ) (B Hu Hv : ℝ) : ℝ :=
(∏ r : Fin p, max B (Hu/2^r.val)) * (∏ r : Fin p, max B (Hv/2^r.val))
lemma forcing_weight_charge (p : ℕ) (B Hu Hv lam : ℝ) (hB : 0 < B) (hlam : 0 < lam)
(U : Finset (Fin (4*p))) (b : Selection (4*p)) (hb : Valid U b)
(d : HoleBlocks (4*p)) (he : d.flatten=U.sort (· ≤ ·)) (hp : d.Parity) :
(if U.Nonempty then selectedWeight (profileActivity p B Hu Hv lam) b else pathConstant p B Hu Hv) =
pathConstant p B Hu Hv * blockCharge p B Hu Hv lam d := by
classical
rw [blockCharge_potential p B Hu Hv lam hlam.ne' U d he hp]
by_cases hU : U.Nonempty
· rw [ite_eq_left hU]
let z : Fin (4*p+2) → ℝ := fun i => vertexPotential p B Hu Hv lam i.val
have hprof : (fun i : Fin (4*p+1) => z i.castSucc*z i.succ)=profileActivity p B Hu Hv lam := by
funext i
exact (profile_vertexPotential p B Hu Hv lam hlam.ne' i).symm
have hh := selectedWeight_hole_product (show Even (4*p) from ⟨2*p,by omega⟩) U b hb z
rw [hprof,exact_profile_weight] at hh
have hprod : (d.flatten.map (fun j => vertexPotential p B Hu Hv lam (j.val+1))).prod =
∏ j ∈ U, z j.succ.castSucc := by
rw [he,((Finset.sort_perm_toList U (· ≤ ·)).map _).prod_eq,Finset.prod_map_toList]
rfl
have hz0 : z 0=1 := vertexPotential_zero p B Hu Hv lam
have hzlast : z (Fin.last (4*p+1))=lam := vertexPotential_last p B Hu Hv lam
have hr : (b (Fin.last (4*p))=true) ↔ d.right.isSome :=
d.right_uses ⟨2*p,by omega⟩ hb hU he hp
have hl : (if b 0 then z 0 else 1)=1 := by rw [hz0]; split_ifs <;> rfl
simp only [Bool.false_eq_true,ite_false,mul_one,hl,hzlast] at hh
simp only [hr] at hh
have hz : (∏ j ∈ U, z j.succ.castSucc) ≠ 0 := by
apply ne_of_gt
apply Finset.prod_pos
intro j hj
exact vertexPotential_pos p B Hu Hv lam hB hlam _
rw [hprod]
change _=pathConstant p B Hu Hv * ((if d.right.isSome then lam else 1)*_)
apply (mul_right_cancel₀ hz)
rw [mul_assoc,mul_assoc,inv_mul_cancel₀ hz,mul_one]
exact hh
· rw [ite_eq_right hU]
have hh : d.flatten=[] := by rw [he,Finset.not_nonempty_iff_eq_empty.mp hU]; simp
have hr : d.right=none := by
have he' := hh
simp only [HoleBlocks.flatten,List.append_eq_nil_iff] at he'
cases hr : d.right <;> simp_all
simp [hh,hr]
end MatchingFPRAS.Enlargement
end OAI