Download lean/OAI/Probability/LatticeSurface/Coercivity/SparseModel.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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8.96 kB
| import Mathlib | |
| import OAI.Probability.LatticeSurface.Coercivity.SparseColor | |
| import OAI.Probability.LatticeSurface.Coercivity.SparseParameters | |
| import OAI.Probability.LatticeSurface.Convexity.BoundedBase | |
| import OAI.Probability.LatticeSurface.Convexity.BrunnMinkowski | |
| import OAI.Probability.LatticeSurface.Convexity.CubePrekopa | |
| import OAI.Probability.LatticeSurface.Convexity.GradientWindows | |
| import OAI.Probability.LatticeSurface.Convexity.QuantileTransport | |
| import OAI.Probability.LatticeSurface.Convexity.WeightedPrekopa | |
| import OAI.Probability.LatticeSurface.Dynamics.DisplacementInequality | |
| import OAI.Probability.LatticeSurface.Geometry.BlockVolume | |
| import OAI.Probability.LatticeSurface.Geometry.CapCentral | |
| import OAI.Probability.LatticeSurface.Geometry.CapCompact | |
| import OAI.Probability.LatticeSurface.Geometry.CapContract | |
| import OAI.Probability.LatticeSurface.Geometry.CapCoordinates | |
| import OAI.Probability.LatticeSurface.Geometry.CapMatching | |
| import OAI.Probability.LatticeSurface.Geometry.CapOrient | |
| import OAI.Probability.LatticeSurface.Geometry.CapReflection | |
| import OAI.Probability.LatticeSurface.Geometry.CapSmall | |
| import OAI.Probability.LatticeSurface.Geometry.CapSplit | |
| import OAI.Probability.LatticeSurface.Geometry.CapUnpin | |
| import OAI.Probability.LatticeSurface.Geometry.CapWeld | |
| import OAI.Probability.LatticeSurface.Geometry.TriangularCover | |
| import OAI.Probability.LatticeSurface.Geometry.TriangularGeometry | |
| import OAI.Probability.LatticeSurface.Moments.ControlledGradients | |
| namespace OAI | |
| open Set MeasureTheory Filter | |
| open scoped Topology | |
| noncomputable section | |
| namespace FacetVolume | |
| end FacetVolume | |
| namespace ExtremalEdges | |
| open scoped ENNReal | |
| end ExtremalEdges | |
| noncomputable section | |
| open MeasureTheory Set | |
| open scoped ENNReal | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| variable {V : Type*} | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| variable {V : Type*} | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| variable {V : Type*} | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| variable {V : Type*} | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| variable {V : Type*} | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| variable {V : Type*} | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| variable {V : Type*} | |
| end ExtremalEdges | |
| noncomputable section | |
| namespace ExtremalEdges | |
| open Finset | |
| variable {V I : Type*} [Fintype V] [Fintype I] | |
| attribute [local instance] Classical.propDecidable | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| variable {V I : Type*} [Fintype V] [Fintype I] | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| end ExtremalEdges | |
| namespace ExtremalEdges | |
| attribute [local instance] Classical.propDecidable | |
| variable {V : Type*} [Fintype V] | |
| end ExtremalEdges | |
| open MeasureTheory | |
| open scoped ENNReal | |
| noncomputable section | |
| namespace TriangularLipschitz | |
| end TriangularLipschitz | |
| namespace SparseBlocks | |
| attribute [local instance] Classical.propDecidable | |
| def Adj (x y : Vertex) : Prop := | |
| y = (x.1+1,x.2) ∨ y = (x.1-1,x.2) ∨ | |
| y = (x.1,x.2+1) ∨ y = (x.1,x.2-1) ∨ | |
| y = (x.1+1,x.2-1) ∨ y = (x.1-1,x.2+1) | |
| def latticeDist (x y : Vertex) : ℝ := | |
| max (max |(x.1 : ℝ)-y.1| |(x.2 : ℝ)-y.2|) | |
| |((x.1 : ℝ)-y.1)+((x.2 : ℝ)-y.2)| | |
| def height (V : Finset Vertex) (h : V → ℝ) (x : Vertex) : ℝ := | |
| if hx : x ∈ V then h ⟨x,hx⟩ else 0 | |
| def body (V : Finset Vertex) : Set (V → ℝ) := | |
| {h | ∀ x y, Adj x y → |height V h x-height V h y| ≤ 1} | |
| def block (p : Parameters) (z : Vertex) : Set Vertex := | |
| {x | (p.L:ℤ)*z.1 ≤ x.1 ∧ x.1 ≤ (p.L:ℤ)*(z.1+1) ∧ | |
| (p.L:ℤ)*z.2 ≤ x.2 ∧ x.2 ≤ (p.L:ℤ)*(z.2+1)} | |
| def enlarged (p : Parameters) (z : Vertex) : Set Vertex := | |
| {x | (p.L:ℤ)*(z.1-1) ≤ x.1 ∧ x.1 ≤ (p.L:ℤ)*(z.1+2) ∧ | |
| (p.L:ℤ)*(z.2-1) ≤ x.2 ∧ x.2 ≤ (p.L:ℤ)*(z.2+2)} | |
| def face (p : Parameters) (z : Vertex) (i : Fin 4) : Vertex := | |
| let a := (p.L:ℤ)*z.1; let b := (p.L:ℤ)*z.2; let n : ℤ := p.L/2 | |
| if i = 0 then (a,b+n) else if i = 1 then (a+p.L,b+n) | |
| else if i = 2 then (a+n,b) else (a+n,b+p.L) | |
| def neighbor (p : Parameters) (z : Vertex) (i : Fin 4) : Vertex := | |
| let v := face p z i | |
| if i = 0 then (v.1,v.2+1) else if i = 1 then (v.1,v.2-1) | |
| else if i = 2 then (v.1+1,v.2) else (v.1-1,v.2) | |
| def bad (p : Parameters) (V : Finset Vertex) (h : V → ℝ) (z : Vertex) : Prop := | |
| enlarged p z ⊆ (V : Set Vertex) ∧ | |
| ((∃ x ∈ block p z, ∃ y ∈ block p z, Adj x y ∧ | |
| 1-p.δ < |height V h x-height V h y|) ∨ | |
| (∃ x ∈ enlarged p z, ∃ y ∈ enlarged p z, p.k₀ ≤ latticeDist x y ∧ | |
| (1-p.δ₀)*latticeDist x y < |height V h x-height V h y|) ∨ | |
| (∃ i : Fin 4, |height V h (neighbor p z i)-height V h (face p z i)| < p.s₀)) | |
| def thickBad (p : Parameters) (V : Finset Vertex) (h : V → ℝ) | |
| (m : ℕ) (z : Vertex) : Prop := | |
| ∃ w, |w.1-z.1| ≤ m ∧ |w.2-z.2| ≤ m ∧ bad p V h w | |
| end SparseBlocks | |
| namespace SparseBlocks | |
| attribute [local instance] Classical.propDecidable | |
| lemma adj_symm {x y : Vertex} (h : Adj x y) : Adj y x := | |
| TriangularLipschitz.adj_symm h | |
| lemma adj_ne {x y : Vertex} (h : Adj x y) : x ≠ y := | |
| TriangularLipschitz.adj_ne h | |
| def finiteGraph (B : Finset Vertex) : SimpleGraph B := | |
| TriangularLipschitz.latticeGraph.induce (B : Set Vertex) | |
| def fixed (B V : Finset Vertex) : Set B := {x | x.val ∉ V} | |
| def indexEquiv (B V : Finset Vertex) (hVB : V ⊆ B) : V ≃ ExtremalEdges.Free (fixed B V) where | |
| toFun x := ⟨⟨x,hVB x.property⟩, by simp [fixed]⟩ | |
| invFun x := ⟨x.val.val, by simpa [fixed] using x.property⟩ | |
| left_inv _ := rfl | |
| right_inv _ := rfl | |
| def coordinates (B V : Finset Vertex) (hVB : V ⊆ B) : | |
| (V → ℝ) ≃ᵐ (ExtremalEdges.Free (fixed B V) → ℝ) := | |
| MeasurableEquiv.piCongrLeft (fun _ : ExtremalEdges.Free (fixed B V) => ℝ) (indexEquiv B V hVB) | |
| lemma preserving_coordinates (B V : Finset Vertex) (hVB : V ⊆ B) : | |
| MeasurePreserving (coordinates B V hVB) := | |
| volume_measurePreserving_piCongrLeft _ (indexEquiv B V hVB) | |
| lemma coordinates_height (B V : Finset Vertex) (hVB : V ⊆ B) | |
| (h : V → ℝ) (x : B) : | |
| ExtremalEdges.height (fixed B V) (coordinates B V hVB h) x = height V h x.val := by | |
| by_cases hx : x.val ∈ V | |
| · have hxp : x ∉ fixed B V := by intro hxp; exact hxp hx | |
| rw [ExtremalEdges.height, dite_eq_right hxp, height, dite_eq_left hx] | |
| change (Equiv.piCongrLeft (fun _ : ExtremalEdges.Free (fixed B V) => ℝ) | |
| (indexEquiv B V hVB)) h ⟨x, by simpa [fixed] using hx⟩ = h ⟨x.val,hx⟩ | |
| rw [Equiv.piCongrLeft_apply_eq_cast] | |
| rfl | |
| · simp [ExtremalEdges.height, fixed, height, hx] | |
| lemma body_coordinates (B V : Finset Vertex) (hVB : V ⊆ B) | |
| (hcollar : ∀ x ∈ V, ∀ y, Adj x y → y ∈ B) : | |
| (coordinates B V hVB) ⁻¹' ExtremalEdges.body (finiteGraph B) (fixed B V) = body V := by | |
| ext h | |
| constructor | |
| · intro hh x y hxy | |
| by_cases hx : x ∈ V | |
| · have hyB := hcollar x hx y hxy | |
| have hb := hh ⟨x,hVB hx⟩ ⟨y,hyB⟩ (show (finiteGraph B).Adj _ _ from hxy) | |
| simpa only [coordinates_height] using hb | |
| · by_cases hy : y ∈ V | |
| · have hxB := hcollar y hy x (adj_symm hxy) | |
| have hb := hh ⟨x,hxB⟩ ⟨y,hVB hy⟩ (show (finiteGraph B).Adj _ _ from hxy) | |
| simpa only [coordinates_height] using hb | |
| · simp [height,hx,hy] | |
| · intro hh x y hxy | |
| simpa only [coordinates_height] using hh x.val y.val hxy | |
| lemma continuous_height (V : Finset Vertex) (x : Vertex) : | |
| Continuous (fun h : V → ℝ => height V h x) := by | |
| unfold height | |
| split_ifs with hx | |
| · exact continuous_apply (⟨x,hx⟩ : V) | |
| · exact continuous_const | |
| lemma closed_body (V : Finset Vertex) : IsClosed (body V) := by | |
| simp only [body, Set.ofPred_forall] | |
| exact isClosed_iInter fun x => isClosed_iInter fun y => isClosed_iInter fun _ => | |
| isClosed_le ((continuous_height V x).sub (continuous_height V y)).abs continuous_const | |
| lemma volume_body_coordinates (B V : Finset Vertex) (hVB : V ⊆ B) | |
| (hcollar : ∀ x ∈ V, ∀ y, Adj x y → y ∈ B) : | |
| volume (ExtremalEdges.body (finiteGraph B) (fixed B V)) = volume (body V) := by | |
| rw [← body_coordinates B V hVB hcollar] | |
| exact ((preserving_coordinates B V hVB).measure_preimage | |
| (ExtremalEdges.closed_conditionalBody (finiteGraph B) (fixed B V) (fun _ => 0)).measurableSet.nullMeasurableSet).symm | |
| end SparseBlocks | |
| end | |
| end | |
| end | |
| end | |
| end OAI | |