Download lean/OAI/MeasureTheory/Falconer/Recursion/BranchAnalyticSuccessors.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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6.04 kB
| import OAI.MeasureTheory.Falconer.Recursion.BranchValidity | |
| import OAI.MeasureTheory.Falconer.Angular.SourceAngularReduction | |
| import OAI.MeasureTheory.Falconer.Recursion.SourcePrefixReduction | |
| import OAI.MeasureTheory.Falconer.Recursion.SourceSuffixReduction | |
| namespace OAI | |
| namespace PlanarFalconer | |
| open MeasureTheory | |
| namespace AngularStateData | |
| def branchState (d : AngularStateData) : BranchState := .H d.a₀ d.t₀ d.a d.v d.i | |
| theorem branchState_descriptors (d : AngularStateData) : | |
| d.branchState.descriptors d.profile d.N d.q = d.retainedList d.a := rfl | |
| theorem successor_branchState (d : AngularStateData) (p : ℕ) (row : CellPath × CellPath) : | |
| (d.successor p row).branchState = .H d.a₀ d.t₀ p d.v d.i := rfl | |
| theorem near_branch_transition (d : AngularStateData) (hw : d.a+100*d.q < d.v) | |
| (hn : d.a < d.v-2*sourceFarBuffer d.N ((d.retainedList d.a).sup descriptorLength) d.sig) | |
| (row : CellPath × CellPath) : | |
| BranchStep d.profile d.N d.q d.sig d.branchState .near | |
| ((d.successor (d.v-2*sourceFarBuffer d.N ((d.retainedList d.a).sup descriptorLength) d.sig) row).branchState) := | |
| BranchStep.near hw hn | |
| theorem direct_branch_transition (d : AngularStateData) (hw : d.a+100*d.q < d.v) | |
| {e : PolicyDescriptor} (he : DirectPolicyWitness d.profile d.N d.q d.a₀ d.t₀ d.a d.v d.sig e) | |
| (row : CellPath × CellPath) : | |
| BranchStep d.profile d.N d.q d.sig d.branchState .direct | |
| ((d.successor (descriptorAnchor e) row).branchState) := BranchStep.direct hw he | |
| end AngularStateData | |
| namespace PositiveDistanceData | |
| def branchState (d : PositiveDistanceData) : BranchState := .D d.a d.t d.i | |
| noncomputable def branchProfile (d : PositiveDistanceData) (n : ℕ) : ℝ := d.mass n-(n:ℝ)/d.N | |
| def angularSuccessor (d : PositiveDistanceData) (p v : ℕ) (row : CellPath × CellPath) : AngularStateData := | |
| ⟨d.Q,d.ρ,d.mass,d.N,d.q,d.a,d.t,p,v,d.J,d.i,d.lam,d.sig,row.1,row.2⟩ | |
| theorem angularSuccessor_energy (d : PositiveDistanceData) (p v : ℕ) (row : CellPath × CellPath) | |
| (k : Fin 2 → PolicyDescriptor → ℕ) (h : Fin 2 → Plane → ℂ) (Ψ : ℝ → ℝ) : | |
| (d.angularSuccessor p v row).energy k h Ψ = | |
| d.policyCellEnergy (d.prefixRemainingList p) k h p v Ψ row := rfl | |
| theorem angularSuccessor_list_index (d : PositiveDistanceData) (p v : ℕ) (row : CellPath × CellPath) : | |
| (d.angularSuccessor p v row).retainedList p = d.prefixRemainingList p ∧ | |
| (d.angularSuccessor p v row).i = d.i ∧ | |
| (d.angularSuccessor p v row).profile = d.branchProfile := ⟨rfl,rfl,rfl⟩ | |
| theorem suffix_branch_transition (d : PositiveDistanceData) (hw : d.a+100*d.q < d.t) | |
| (hs : d.a+d.t < 2*policyDepth d.branchProfile d.N d.q d.a d.t) : | |
| BranchStep d.branchProfile d.N d.q d.sig d.branchState .suffix | |
| (({d with t := policyDepth d.branchProfile d.N d.q d.a d.t,i := d.i+1} : PositiveDistanceData).branchState) := | |
| BranchStep.suffix hw hs | |
| theorem low_branch_transition (d : PositiveDistanceData) (hw : d.a+100*d.q < d.t) | |
| {v : ℕ} (hv : v ∈ d.prefixLowDepths) : | |
| BranchStep d.branchProfile d.N d.q d.sig d.branchState .low | |
| (({d with t := v,i := d.i+1} : PositiveDistanceData).branchState) := by | |
| obtain ⟨hm,hg⟩ := Finset.mem_filter.mp hv | |
| exact BranchStep.low hw hm (by linarith) | |
| theorem high_branch_transition (d : PositiveDistanceData) (hw : d.a+100*d.q < d.t) | |
| (hs : 2*policyDepth d.branchProfile d.N d.q d.a d.t ≤ d.a+d.t) | |
| {v : ℕ} (hv : v ∈ Finset.Ioc d.a d.t) (hg : (d.t:ℝ)-d.sig*d.N < (v:ℝ)) | |
| (row : CellPath × CellPath) : | |
| BranchStep d.branchProfile d.N d.q d.sig d.branchState .high | |
| ((d.angularSuccessor (policyDepth d.branchProfile d.N d.q d.a d.t) v row).branchState) := | |
| BranchStep.high hw hs hv (by change (d.t:ℝ)-v < d.sig*d.N; linarith) | |
| theorem high_energy_member_transition (d : PositiveDistanceData) (K : ℕ) (Ψ : ℝ → ℝ) | |
| (hw : d.a+100*d.q < d.t) | |
| (hs : 2*policyDepth d.branchProfile d.N d.q d.a d.t ≤ d.a+d.t) | |
| {E : ℝ} (hE : E ∈ d.prefixSuccessorEnergies K (policyDepth d.branchProfile d.N d.q d.a d.t) Ψ) : | |
| E = 0 ∨ ∃ v ∈ Finset.Ioc d.a d.t, ∃ row ∈ sourceProductVertices d.Q d.Q d.ρ d.ρ d.X d.Y | |
| (policyDepth d.branchProfile d.N d.q d.a d.t-d.a), | |
| ∃ k : Fin 2 → PolicyDescriptor → ℕ, ∃ h : Fin 2 → Plane → ℂ, | |
| (∀ l, ∑ e ∈ d.prefixRemainingList (policyDepth d.branchProfile d.N d.q d.a d.t), k l e ≤ K) ∧ | |
| (∀ l, Measurable (h l)) ∧ (∀ l x, ‖h l x‖ ≤ 1) ∧ | |
| BranchStep d.branchProfile d.N d.q d.sig d.branchState .high | |
| ((d.angularSuccessor (policyDepth d.branchProfile d.N d.q d.a d.t) v row).branchState) ∧ | |
| E = ((d.angularSuccessor (policyDepth d.branchProfile d.N d.q d.a d.t) v row).energy k h Ψ).toReal := by | |
| rcases hE with rfl | ⟨v,hv,hg,row,hr,k,hk,h,hh,hhb,hE⟩ | |
| · exact Or.inl rfl | |
| · exact Or.inr ⟨v,hv,row,hr,k,h,hk,hh,hhb,d.high_branch_transition hw hs hv hg row,hE⟩ | |
| end PositiveDistanceData | |
| namespace AngularStateData | |
| theorem far_branch_transition (d : AngularStateData) (hw : d.a+100*d.q < d.v) | |
| (hn : d.a < d.v-2*sourceFarBuffer d.N ((d.retainedList d.a).sup descriptorLength) d.sig) | |
| {b : ℕ} (hb : b ∈ Finset.Icc (d.a+9) | |
| (d.v-2*sourceFarBuffer d.N ((d.retainedList d.a).sup descriptorLength) d.sig+5)) : | |
| BranchStep d.profile d.N d.q d.sig d.branchState .far (d.distanceSuccessor b).branchState := | |
| BranchStep.far hw hn (by | |
| change b ∈ Finset.Icc (d.a+9) | |
| (d.v-2*sourceFarBuffer d.N ((d.retainedList d.a).sup descriptorLength) d.sig+6) | |
| exact Finset.mem_Icc.mpr | |
| ⟨(Finset.mem_Icc.mp hb).1, by have := (Finset.mem_Icc.mp hb).2; omega⟩) | |
| theorem far_successor_list_index (d : AngularStateData) (b : ℕ) : | |
| (d.distanceSuccessor b).branchState.descriptors d.profile d.N d.q = | |
| policyDescriptorList d.profile d.N d.q b d.v ∧ | |
| (d.distanceSuccessor b).i = d.i+1 ∧ | |
| (d.distanceSuccessor b).branchProfile = d.profile := ⟨rfl,rfl,rfl⟩ | |
| end AngularStateData | |
| end PlanarFalconer | |
| end OAI | |