Download lean/OAI/Probability/CriticalPercolation/Clusters/ClusterCountFlip.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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3.86 kB
| import Mathlib | |
| import OAI.Probability.CriticalPercolation.Exploration.Score | |
| import OAI.Probability.CriticalPercolation.Modular.ModularClusterCount | |
| import OAI.Probability.CriticalPercolation.Modular.HeavyClusterNumber | |
| import OAI.Probability.CriticalPercolation.ProductMeasure.ProductConditioning | |
| import OAI.Probability.CriticalPercolation.Clusters.FiniteForcing | |
| namespace OAI | |
| section | |
| noncomputable section | |
| open Set MeasureTheory | |
| open scoped Classical ENNReal | |
| namespace CriticalPercolation.BondGraph | |
| variable {V E : Type*} (G : BondGraph V E) | |
| lemma modularMass_union_ne_top (o : V) (S T : Set V) : | |
| G.modularMass o (S∪T)≠∞ ↔ G.modularMass o S≠∞ ∧ G.modularMass o T≠∞ := by | |
| constructor | |
| · intro h | |
| exact ⟨ne_top_of_le_ne_top h (G.modularMass_mono o Set.subset_union_left), | |
| ne_top_of_le_ne_top h (G.modularMass_mono o Set.subset_union_right)⟩ | |
| · rintro ⟨hS,hT⟩ | |
| exact ne_top_of_le_ne_top (ENNReal.add_ne_top.mpr ⟨hS,hT⟩) (G.modularMass_union_le o S T) | |
| lemma finiteMassIndicator_insert (hc : G.fullGraph.Connected) (hl : G.LocallyFinite) | |
| (ω : Set E) (e : E) (a b : V) (he : G.ends e=s(a,b)) : | |
| G.finiteMassIndicator (insert e ω) a=G.finiteMassIndicator ω a*G.finiteMassIndicator ω b := by | |
| have hh : G.modularMass a (G.cluster (insert e ω) a)≠∞ ↔ | |
| G.modularMass a (G.cluster ω a)≠∞ ∧ G.modularMass b (G.cluster ω b)≠∞ := by | |
| rw [G.cluster_insert_endpoint ω e a b he,G.modularMass_union_ne_top] | |
| exact and_congr_right (fun _ => not_congr (G.modularMass_eq_top_change_base hc hl a b (G.cluster ω b))) | |
| by_cases ha : G.modularMass a (G.cluster ω a)=∞ <;> | |
| by_cases hb : G.modularMass b (G.cluster ω b)=∞ | |
| · have hi : G.modularMass a (G.cluster (insert e ω) a)=∞ := by tauto | |
| simp [finiteMassIndicator,ha,hb,hi] | |
| · have hi : G.modularMass a (G.cluster (insert e ω) a)=∞ := by tauto | |
| simp [finiteMassIndicator,ha,hb,hi] | |
| · have hi : G.modularMass a (G.cluster (insert e ω) a)=∞ := by tauto | |
| simp [finiteMassIndicator,ha,hb,hi] | |
| · have hi := hh.mpr ⟨ha,hb⟩ | |
| simp [finiteMassIndicator,ha,hb,hi] | |
| lemma incidentClusterCount_insert_of_ends (hc : G.fullGraph.Connected) (hl : G.LocallyFinite) | |
| (ω : Set E) (e : E) (a b : V) (he : G.ends e=s(a,b)) : | |
| G.incidentClusterCount (insert e ω) e=G.finiteMassIndicator ω a*G.finiteMassIndicator ω b := by | |
| rw [G.incidentClusterCount_of_ends hc hl _ e a b he, | |
| ite_eq_left (LazyDFS.prop_openEdge_reachable G (insert e ω) (Set.mem_insert e ω) he), | |
| G.finiteMassIndicator_insert hc hl ω e a b he] | |
| lemma incidentClusterCount_flip_of_ends (hc : G.fullGraph.Connected) (hl : G.LocallyFinite) | |
| (ω : Set E) (e : E) (a b : V) (he : G.ends e=s(a,b)) : | |
| (G.incidentClusterCount ω e).toReal-(G.incidentClusterCount (insert e ω) e).toReal = | |
| if ¬(G.openGraph ω).Reachable a b ∧ | |
| ¬(G.modularMass a (G.cluster ω a)=∞ ∧ G.modularMass b (G.cluster ω b)=∞) then 1 else 0 := by | |
| rw [G.incidentClusterCount_of_ends hc hl ω e a b he,G.incidentClusterCount_insert_of_ends hc hl ω e a b he] | |
| by_cases hr : (G.openGraph ω).Reachable a b | |
| · have hf := G.finiteMassIndicator_eq_of_reachable hc hl ω hr | |
| rw [ite_eq_left hr,←hf] | |
| unfold finiteMassIndicator | |
| split_ifs <;> simp_all | |
| · simp only [ite_eq_right hr] | |
| unfold finiteMassIndicator | |
| by_cases ha : G.modularMass a (G.cluster ω a)=∞ <;> | |
| by_cases hb : G.modularMass b (G.cluster ω b)=∞ <;> norm_num [ha,hb,hr] | |
| lemma forceOn_univ_singleton (e : E) (ω : Set E) : | |
| BernoulliProduct.forceOn {e} Set.univ ω=insert e ω := by | |
| ext f | |
| by_cases hf : f=e <;> simp [hf] | |
| lemma forceOn_empty_singleton (e : E) (ω : Set E) : | |
| BernoulliProduct.forceOn {e} ∅ ω=ω\{e} := BernoulliProduct.forceOn_empty_eq_sdiff {e} ω | |
| end CriticalPercolation.BondGraph | |
| end | |
| end | |
| end OAI | |