openAI-math-dataset / lean /OAI /Probability /FreeIsing /Estimates /FiniteComponentGeometry.lean
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Add lean source and binary files (part 121)
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import OAI.Probability.FreeIsing.Trees.ConnectedExhaustion
import OAI.Probability.FreeIsing.Trees.Parents
namespace OAI
noncomputable section
namespace Problem367
def rootComponentFinset {d : ℕ} (D : Finset (TreeVertex d)) (c : Fin d) :
Finset (TreeVertex d) := by
classical
exact D.filter (fun v => [c] <+: v.1)
def rootComplementFinset {d : ℕ} (D : Finset (TreeVertex d)) (c : Fin d) :
Finset (TreeVertex d) := by
classical
exact D.filter (fun v => ¬ [c] <+: v.1)
@[simp] theorem mem_rootComponentFinset {d : ℕ} {D : Finset (TreeVertex d)}
{c : Fin d} {v : TreeVertex d} : v ∈ rootComponentFinset D c ↔
v ∈ D ∧ [c] <+: v.1 := by
classical
simp [rootComponentFinset]
@[simp] theorem mem_rootComplementFinset {d : ℕ} {D : Finset (TreeVertex d)}
{c : Fin d} {v : TreeVertex d} : v ∈ rootComplementFinset D c ↔
v ∈ D ∧ ¬ [c] <+: v.1 := by
classical
simp [rootComplementFinset]
theorem ConnectedFinset.prefix_mem_of_root_mem {d : ℕ}
{D : Finset (TreeVertex d)} (hD : ConnectedFinset D)
(hroot : ConnectedHull.root d ∈ D) {u v : TreeVertex d}
(hv : v ∈ D) (huv : u.1 <+: v.1) : u ∈ D :=
hD.prefix_mem_of_min_length_le hroot (fun _ _ => Nat.zero_le _) hv huv (Nat.zero_le _)
theorem ConnectedFinset.filter_prefix_connected {d : ℕ}
{D : Finset (TreeVertex d)} (hD : ConnectedFinset D)
(hroot : ConnectedHull.root d ∈ D) (r : TreeVertex d) (hr : r ∈ D) :
ConnectedFinset (D.filter (fun v => r.1 <+: v.1)) := by
classical
let E := D.filter (fun v => r.1 <+: v.1)
have hrE : r ∈ E := Finset.mem_filter.mpr ⟨hr, List.prefix_refl _⟩
let R := fun x y : TreeVertex d => x ∈ E ∧ y ∈ E ∧ treeAdj x y
have paths : ∀ n : ℕ, ∀ v : TreeVertex d, v.1.length = n → v ∈ E →
Relation.ReflTransGen R r v ∧ Relation.ReflTransGen R v r := by
intro n
induction n using Nat.strong_induction_on with
| h n ih =>
intro v hn hv
by_cases heq : v = r
· subst v
exact ⟨.refl, .refl⟩
have hv' := Finset.mem_filter.mp hv
have hnil : v.1 ≠ [] := by
intro he
have hre : r.1 = [] := by
have hlen : r.1.length ≤ 0 := by simpa only [he, List.length_nil] using hv'.2.length_le
exact List.length_eq_zero_iff.mp (by omega)
exact heq (Subtype.ext (he.trans hre.symm))
have hadj := treeAdj_parentVertex hnil
have hpD : parentVertex v ∈ D :=
hD.prefix_mem_of_root_mem hroot hv'.1 (List.dropLast_prefix v.1)
have hpE : parentVertex v ∈ E := Finset.mem_filter.mpr
⟨hpD, treeAdj_preserves_prefix hv'.2 hadj.symm heq⟩
have hlt : (parentVertex v).1.length < n := by
have hpos := List.length_pos_iff.mpr hnil
rw [parentVertex_length]
omega
obtain ⟨hforward, hbackward⟩ := ih _ hlt _ rfl hpE
exact ⟨hforward.trans (.single ⟨hpE, hv, hadj⟩),
(Relation.ReflTransGen.single ⟨hv, hpE, hadj.symm⟩).trans hbackward⟩
refine ⟨⟨r, hrE⟩, ?_⟩
intro u hu v hv
exact (paths _ u rfl hu).2.trans (paths _ v rfl hv).1
theorem ConnectedFinset.filter_not_prefix_connected {d : ℕ}
{D : Finset (TreeVertex d)} (hD : ConnectedFinset D)
(hroot : ConnectedHull.root d ∈ D) (r : TreeVertex d) (hr : r.1 ≠ []) :
ConnectedFinset (D.filter (fun v => ¬ r.1 <+: v.1)) := by
classical
let E := D.filter (fun v => ¬ r.1 <+: v.1)
have hrootE : ConnectedHull.root d ∈ E := by
apply Finset.mem_filter.mpr
exact ⟨hroot, by simpa [ConnectedHull.root] using hr⟩
have paths (v : TreeVertex d) (hv : v ∈ E) :
Relation.ReflTransGen
(fun x y : TreeVertex d => x ∈ E ∧ y ∈ E ∧ treeAdj x y)
(ConnectedHull.root d) v ∧
Relation.ReflTransGen
(fun x y : TreeVertex d => x ∈ E ∧ y ∈ E ∧ treeAdj x y)
v (ConnectedHull.root d) := by
have hp : ∀ n ≤ v.1.length, ConnectedHull.takeVertex v n ∈ E := by
intro n hn
apply Finset.mem_filter.mpr
refine ⟨hD.prefix_mem_of_root_mem hroot (Finset.mem_filter.mp hv).1
(List.take_prefix n v.1), ?_⟩
intro hpre
exact (Finset.mem_filter.mp hv).2 (hpre.trans (List.take_prefix n v.1))
simpa only [ConnectedHull.prefix_length] using
ConnectedHull.prefix_paths E v hp (Nat.le_refl v.1.length)
refine ⟨⟨ConnectedHull.root d, hrootE⟩, ?_⟩
intro u hu v hv
exact (paths u hu).2.trans (paths v hv).1
theorem rootComponentFinset_connected {d : ℕ} {D : Finset (TreeVertex d)}
(hD : ConnectedFinset D) (hroot : ConnectedHull.root d ∈ D)
(c : Fin d) (hc : (⟨[c], List.IsChain.singleton c⟩ : TreeVertex d) ∈ D) :
ConnectedFinset (rootComponentFinset D c) :=
hD.filter_prefix_connected hroot ⟨[c], List.IsChain.singleton c⟩ hc
theorem rootComplementFinset_connected {d : ℕ} {D : Finset (TreeVertex d)}
(hD : ConnectedFinset D) (hroot : ConnectedHull.root d ∈ D) (c : Fin d) :
ConnectedFinset (rootComplementFinset D c) :=
hD.filter_not_prefix_connected hroot ⟨[c], List.IsChain.singleton c⟩ (by simp)
theorem rootComponentFinset_union_complement {d : ℕ} (D : Finset (TreeVertex d))
(c : Fin d) : rootComponentFinset D c ∪ rootComplementFinset D c = D := by
classical
ext v
simp only [Finset.mem_union, mem_rootComponentFinset, mem_rootComplementFinset]
tauto
theorem rootComponentFinset_disjoint_complement {d : ℕ} (D : Finset (TreeVertex d))
(c : Fin d) : Disjoint (rootComponentFinset D c) (rootComplementFinset D c) := by
classical
apply Finset.disjoint_left.mpr
intro v hv hw
exact (mem_rootComplementFinset.mp hw).2 (mem_rootComponentFinset.mp hv).2
theorem root_component_crossing_edge {d : ℕ} {c : Fin d} {u v : TreeVertex d}
(hu : [c] <+: u.1) (hv : ¬ [c] <+: v.1) (hadj : treeAdj u v) :
u = ⟨[c], List.IsChain.singleton c⟩ ∧ v = ConnectedHull.root d := by
have hueq : u = (⟨[c], List.IsChain.singleton c⟩ : TreeVertex d) := by
by_contra hne
exact hv (treeAdj_preserves_prefix (r := ⟨[c], List.IsChain.singleton c⟩) hu hadj hne)
refine ⟨hueq, ?_⟩
subst u
rcases hadj with ⟨a, ha⟩ | ⟨a, ha⟩
· exfalso
apply hv
rw [ha]
exact List.prefix_append _ _
· apply Subtype.ext
change v.1 = []
have hlen := congrArg List.length ha
simp only [List.length_singleton, List.length_append] at hlen
exact List.length_eq_zero_iff.mp (by omega)
theorem rootComponentFinset_mono {d : ℕ} (c : Fin d) :
Monotone (fun D : Finset (TreeVertex d) => rootComponentFinset D c) := by
intro D E hDE v hv
exact mem_rootComponentFinset.mpr ⟨hDE (mem_rootComponentFinset.mp hv).1,
(mem_rootComponentFinset.mp hv).2⟩
theorem rootComplementFinset_mono {d : ℕ} (c : Fin d) :
Monotone (fun D : Finset (TreeVertex d) => rootComplementFinset D c) := by
intro D E hDE v hv
exact mem_rootComplementFinset.mpr ⟨hDE (mem_rootComplementFinset.mp hv).1,
(mem_rootComplementFinset.mp hv).2⟩
theorem rootComponentFinset_exhausts {d : ℕ} (D : ℕ → Finset (TreeVertex d))
(hex : ∀ v, ∃ n, v ∈ D n) (c : Fin d) (v : TreeVertex d)
(hv : [c] <+: v.1) : ∃ n, v ∈ rootComponentFinset (D n) c := by
obtain ⟨n, hn⟩ := hex v
exact ⟨n, mem_rootComponentFinset.mpr ⟨hn, hv⟩⟩
theorem singleton_prefix_iff_cons {d : ℕ} (c : Fin d) (v : TreeVertex d) :
[c] <+: v.1 ↔ ∃ w, v.1 = c :: w := by
constructor
· rintro ⟨w, hw⟩
exact ⟨w, hw.symm⟩
· rintro ⟨w, hw⟩
exact ⟨w, hw.symm⟩
theorem rootComponentFinset_eq_filter {d : ℕ} (D : Finset (TreeVertex d)) (c : Fin d) :
rootComponentFinset D c = (by
classical
exact D.filter (fun v => ∃ w, v.1 = c :: w)) := by
classical
ext v
simp only [mem_rootComponentFinset, Finset.mem_filter, singleton_prefix_iff_cons]
theorem rootComplementFinset_eq_sdiff {d : ℕ} (D : Finset (TreeVertex d)) (c : Fin d) :
rootComplementFinset D c = D \ rootComponentFinset D c := by
classical
ext v
simp only [mem_rootComplementFinset, Finset.mem_sdiff, mem_rootComponentFinset]
tauto
theorem rootComponentFinset_root_mem {d : ℕ} {D : Finset (TreeVertex d)} (c : Fin d)
(hc : (⟨[c], List.IsChain.singleton c⟩ : TreeVertex d) ∈ D) :
(⟨[c], List.IsChain.singleton c⟩ : TreeVertex d) ∈ rootComponentFinset D c :=
mem_rootComponentFinset.mpr ⟨hc, List.prefix_refl _⟩
theorem rootComplementFinset_root_mem {d : ℕ} {D : Finset (TreeVertex d)} (c : Fin d)
(hroot : ConnectedHull.root d ∈ D) :
ConnectedHull.root d ∈ rootComplementFinset D c := by
apply mem_rootComplementFinset.mpr
refine ⟨hroot, ?_⟩
intro h
have hlen := h.length_le
change 1 ≤ 0 at hlen
omega
private theorem mem_inducedEdges_cut {d : ℕ} {D : Finset (TreeVertex d)}
{u v : TreeVertex d} : (u, v) ∈ inducedEdges D ↔
u ∈ D ∧ v ∈ D ∧ treeAdj u v ∧ u.1.length < v.1.length := by
classical
simp [inducedEdges, and_assoc]
theorem inducedEdges_rootComponent_split {d : ℕ} {D : Finset (TreeVertex d)}
(hroot : ConnectedHull.root d ∈ D) (c : Fin d)
(hc : (⟨[c], List.IsChain.singleton c⟩ : TreeVertex d) ∈ D) :
inducedEdges D = insert (ConnectedHull.root d, ⟨[c], List.IsChain.singleton c⟩)
(inducedEdges (rootComponentFinset D c) ∪ inducedEdges (rootComplementFinset D c)) := by
classical
ext ⟨u, v⟩
constructor
· intro he
obtain ⟨hu, hv, hadj, hlen⟩ := mem_inducedEdges_cut.mp he
by_cases hcu : [c] <+: u.1
· by_cases hcv : [c] <+: v.1
· apply Finset.mem_insert_of_mem
apply Finset.mem_union.mpr
exact Or.inl (mem_inducedEdges_cut.mpr
⟨mem_rootComponentFinset.mpr ⟨hu, hcu⟩,
mem_rootComponentFinset.mpr ⟨hv, hcv⟩, hadj, hlen⟩)
· obtain ⟨rfl, rfl⟩ := root_component_crossing_edge hcu hcv hadj
change 1 < 0 at hlen
omega
· by_cases hcv : [c] <+: v.1
· obtain ⟨rfl, rfl⟩ := root_component_crossing_edge hcv hcu hadj.symm
exact Finset.mem_insert_self _ _
· apply Finset.mem_insert_of_mem
apply Finset.mem_union.mpr
exact Or.inr (mem_inducedEdges_cut.mpr
⟨mem_rootComplementFinset.mpr ⟨hu, hcu⟩,
mem_rootComplementFinset.mpr ⟨hv, hcv⟩, hadj, hlen⟩)
· intro he
rcases Finset.mem_insert.mp he with heq | he
· have hu : u = ConnectedHull.root d := congrArg Prod.fst heq
have hv : v = (⟨[c], List.IsChain.singleton c⟩ : TreeVertex d) := congrArg Prod.snd heq
subst u
subst v
exact mem_inducedEdges_cut.mpr ⟨hroot, hc, Or.inl ⟨c, rfl⟩, by change 0 < 1; omega⟩
· rcases Finset.mem_union.mp he with he | he
· obtain ⟨hu, hv, hadj, hlen⟩ := mem_inducedEdges_cut.mp he
exact mem_inducedEdges_cut.mpr ⟨(mem_rootComponentFinset.mp hu).1,
(mem_rootComponentFinset.mp hv).1, hadj, hlen⟩
· obtain ⟨hu, hv, hadj, hlen⟩ := mem_inducedEdges_cut.mp he
exact mem_inducedEdges_cut.mpr ⟨(mem_rootComplementFinset.mp hu).1,
(mem_rootComplementFinset.mp hv).1, hadj, hlen⟩
theorem inducedEdges_rootComponent_disjoint {d : ℕ} (D : Finset (TreeVertex d))
(c : Fin d) : Disjoint (inducedEdges (rootComponentFinset D c))
(inducedEdges (rootComplementFinset D c)) := by
classical
apply Finset.disjoint_left.mpr
rintro ⟨u, v⟩ hu hv
exact (mem_rootComplementFinset.mp (mem_inducedEdges_cut.mp hv).1).2
(mem_rootComponentFinset.mp (mem_inducedEdges_cut.mp hu).1).2
theorem root_bridge_not_mem_inducedEdges_cut {d : ℕ} (D : Finset (TreeVertex d))
(c : Fin d) : (ConnectedHull.root d, (⟨[c], List.IsChain.singleton c⟩ : TreeVertex d)) ∉
inducedEdges (rootComponentFinset D c) ∪ inducedEdges (rootComplementFinset D c) := by
classical
intro he
rcases Finset.mem_union.mp he with he | he
· have h := (mem_rootComponentFinset.mp (mem_inducedEdges_cut.mp he).1).2.length_le
change 1 ≤ 0 at h
omega
· exact (mem_rootComplementFinset.mp (mem_inducedEdges_cut.mp he).2.1).2
(List.prefix_refl _)
end Problem367
end
end OAI