roseking's picture
Sync from openai/math@faee2cf485a8 (part 9)
fcab081 verified
Raw History Blame Contribute Delete
6.42 kB
import OAI.Combinatorics.HadwigerCounterexample.CrossPatternCounting
namespace OAI
/-! # Batch Characters -/
noncomputable section
namespace HadwigerCounterexample
open scoped BigOperators
open Matrix Module LinearMap Function Finset
variable {I J A B : Type} [Fintype I] [Fintype J] [Fintype A] [Fintype B]
variable [DecidableEq I] [DecidableEq J] [DecidableEq A] [DecidableEq B]
variable {n N t : ℕ}
def led (i : I) (x : Rack (I×J) N) := sectionR (fun j => (i,j)) x
def relay (I J : Type) [Fintype I] [Fintype J] (N) :
Rack (I×J) N ≃ (I → Rack J N) where
toFun x i := led i x
invFun x := (Matrix.of (fun i j => (x j.1).1 i j.2), Matrix.of (fun i j => (x j.1).2 i j.2))
left_inv x := by apply Prod.ext <;> rfl
right_inv x := funext fun _ => Prod.ext rfl rfl
theorem led_uniform (F : Wgt (I→Rack J N)) :
avg (unif : Wgt (Rack (I×J) N)) (fun x => F (fun i => led i x))=
avg (draws I unif) F := by
change avg unif (fun x => F (relay I J N x))=_
rw [← mapW_avg,unif_equiv,← draws_unif]
theorem led_piece (T : Finset I) (p : I→Rack J N→Prop) :
avg unif (fun x => ∏ i∈T,ind (p i (led i x))) =
∏ i∈T,pr unif (p i) := by
classical
let F (i : I) (z) := if i∈T then ind (p i z) else 1
let H : Wgt (I→ Rack J N) := prodW F
have he x : (∏ i∈T,ind (p i (led i x))) = H (fun i => led i x) := by
unfold H F prodW
rw [← Finset.prod_filter]; simp
have hf i : avg unif (F i) = if i∈T then pr unif (p i) else 1 := by
by_cases hh : i∈T <;> simp [F,pr,hh,unif_law.avg_const]
simp_rw [he]; rw [led_uniform]
unfold H draws
rw [prodW_avg]; simp_rw [hf]; rw [← Finset.prod_filter]; simp
def heard (T : A → I×J) := Finset.univ.image (Prod.fst ∘ T)
omit [Fintype I] [Fintype J] [DecidableEq A] in
theorem heard_fresh {T : A→I × J} {i : I} (B : PlusRack A N) (h : i∉heard T) (j : J) (k) :
upliftR T B k (i,j)=0 := by
classical
unfold upliftR
rw [Matrix.mul_apply]
refine Finset.sum_eq_zero fun x _ => ?_
have he : (i,j)≠T x := fun e => h (mem_image.mpr
⟨x,mem_univ _, (congrArg Prod.fst e).symm⟩)
simp [embedMat,he]
omit [Fintype I] [Fintype J] [DecidableEq A] in
private theorem led_off_r (x : Rack (I×J) N) {T : A→I×J} {i : I} (B : PlusRack A N)
(h : i∉heard T) :
led i (x+(0,upliftR T B)) = led i x := by
apply Prod.ext
· ext; simp [led,sectionR]
ext
simp only [led,sectionR,Prod.snd_add,Matrix.add_apply,Matrix.submatrix_apply,
heard_fresh B h,add_zero]
omit [Fintype I] [Fintype J] [DecidableEq A] in
private theorem led_off_l (x : Rack (I×J) N) {T : A→I×J} {i : I} (B : PlusRack A N)
(h : i∉heard T) :
led i (x+(upliftR T B,0)) = led i x := by
apply Prod.ext
· ext
simp only [led,sectionR,Prod.fst_add,Matrix.add_apply,Matrix.submatrix_apply,
heard_fresh B h,add_zero]
ext; simp [led,sectionR]
def phot (P : I→Rack J N→Prop) (x : Rack (I×J) N) :=
∏ i:I,ind (P i (led i x))
set_option maxHeartbeats 800000 in
theorem light_bound (M : Avenue I J) (P : I→Rack J N→Prop) (u : ℝ) (hu : 0 ≤ u)
(hp : ∀ i,bp (-u) ≤ pr unif (P i)) :
|avg unif (fun x => phasedBy M x*phot P x)| ≤
bp ((-(N:ℝ)/2+2*u)*(peak M:ℝ)) * ∏ i,pr unif (P i) := by
classical
obtain ⟨T,U,hTU,hA⟩ := real_peak M
let t := peak M
let L := heard T
let R := heard U
let D := L∪R
let S := Finset.univ \ D
have hd : Disjoint L R := by
refine Finset.disjoint_left.mpr ?_
intro x hx hy
obtain ⟨i,_,rfl⟩ := Finset.mem_image.mp hx
obtain ⟨j,_,he⟩ := Finset.mem_image.mp hy
exact hTU i j he.symm
let f (Z : Finset I) (x : Rack (I×J) N) := ∏ i∈Z,ind (P i (led i x))
have hs (V : Finset I) x : |f V x|=f V x := abs_of_nonneg (Finset.prod_nonneg (fun i _ =>
ind_nonneg _))
have heq (V : Finset I) x : |f V x|≤1 := (hs V x).trans_le
((Finset.prod_le_prod₀ (fun _ _ => ind_nonneg _) (fun _ _ => ind_le_one _)).trans_eq (by simp))
have h1 :
(∏ i,pr unif (P i))=(∏ i∈D,pr unif (P i))*(∏ i∈S,pr unif (P i)) := by
rw [←Finset.prod_union (show Disjoint D S from disjoint_sdiff),
Finset.union_sdiff_of_subset (Finset.subset_univ D)]
have hf x : phot P x=f L x*f R x*f S x := by
unfold phot f
rw [←Finset.prod_union hd,←Finset.prod_union (show Disjoint D S from disjoint_sdiff),
Finset.union_sdiff_of_subset (Finset.subset_univ D)]
have hl :
|avg unif (fun x => phasedBy M x*phot P x)| ≤ bp (-(N:ℝ)*t/2) * avg unif (fun x => |f S x|) := by
have he x : phasedBy M x*phot P x=phasedBy M x*f L x*f R x*f S x := by rw [hf]; ring
simp_rw [he]
rw [←show (M.submatrix T U).rank=t from
(mrk_inj.mp hA).trans (Fintype.card_fin _)]
refine layerLeak M (f L) (f R) (f S) T U (heq _) (heq _) (fun x y => ?_)
(fun x y => ?_) (fun x y z => ?_)
· refine Finset.prod_congr rfl fun i hi => ?_
rw [led_off_r x y (fun h => Finset.disjoint_left.mp hd hi h)]
· refine Finset.prod_congr rfl fun i hi => ?_
rw [led_off_l x y (fun h => Finset.disjoint_left.mp hd h hi)]
· refine Finset.prod_congr rfl fun i hi => ?_
have hr := (Finset.mem_sdiff.mp hi).2
rw [show x+(upliftR T y,upliftR U z)=x+(0,upliftR U z)+(upliftR T y,0) from
by rw [add_assoc]; apply congrArg; apply Prod.ext <;> simp,
led_off_l _ y (fun h => hr (mem_union_left _ h)),
led_off_r _ z (fun h => hr (mem_union_right _ h))]
apply hl.trans
simp_rw [hs]
rw [show avg unif (fun x => f S x)= _ from led_piece S P,h1,← mul_assoc]
refine mul_le_mul_of_nonneg_right ?_ (Finset.prod_nonneg fun _ _ => pr_nonneg unif_law.nz)
have hc : D.card ≤ 2*t := by
apply le_trans (Finset.card_union_le ..)
have hi (T : Fin t→ I × J) : (heard T).card≤t :=
Finset.card_image_le.trans_eq (by simp)
rw [two_mul]; exact add_le_add (hi T) (hi U)
have hQ : bp (-u*(2*(t:ℝ))) ≤ ∏ i∈D,pr unif (P i) := by
refine le_trans ?_ (Finset.prod_le_prod₀ (fun i _ => (bp_pos _).le) fun i _ => hp i)
rw [Finset.prod_const,←bp_mul_nat]
apply bp_le
apply mul_le_mul_of_nonpos_left
· exact_mod_cast hc
exact neg_nonpos.mpr hu
calc bp _
_ = bp ((-(N:ℝ)/2+2*u)*(peak M:ℝ)) * bp (-u*(2*t)) := by rw [←bp_add]; congr 1; unfold t; ring
_ ≤ _ := mul_le_mul_of_nonneg_left hQ (bp_pos _).le
end HadwigerCounterexample
end
end OAI