Download lean/OAI/MeasureTheory/Falconer/Graphs/DistanceGraphPointwise.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/MeasureTheory/Falconer/Graphs/DistanceGraphPointwise.lean
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hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/MeasureTheory/Falconer/Graphs/DistanceGraphPointwise.lean
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curl -L -o DistanceGraphPointwise.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/MeasureTheory/Falconer/Graphs/DistanceGraphPointwise.lean
4.05 kB
| import OAI.MeasureTheory.Falconer.Estimates.DistanceOccupiedSum | |
| import OAI.MeasureTheory.Falconer.Estimates.DistanceWeightSum | |
| namespace OAI | |
| namespace PlanarFalconer | |
| open Set MeasureTheory | |
| open scoped ComplexConjugate | |
| theorem distance_graph_pointwise_bound | |
| (Q₁ Q₂ : DyadicSquare) (ρ ν : Measure Plane) (A B : CellPath) (N a n : ℕ) | |
| (sig t : ℝ) (hA : A.length = a) (hB : B.length = a) | |
| (I : Finset GraphNonedgeIndex) | |
| (hI : I ⊆ sourceParentGraphIndices N sig t (Q₁.descendant A) (Q₂.descendant B) ρ ν n A B) | |
| {θ : ℝ} (hθ : 0 < θ) (hscale : θ = graphUncappedAngularScale N sig t) | |
| (axis d : ℝ) (hd : 0 ≤ d) | |
| (hdegree : ∀ j k s reverse row, | |
| ((activeDistanceMatrixNeighbors I (a+n) j k θ axis s reverse row).card : ℝ) ≤ d) | |
| (U V : CellPath → UnitCircle → ℂ) (u w : UnitCircle) : | |
| ‖∑ e ∈ graphSupportedDistanceIndices I θ axis, | |
| graphRotatedDistanceWeight axis (angularBinCount θ) e.2.1.1 e.2.1.2 (u,w) * | |
| (U e.1.1.1 u*conj (V e.1.1.2 u))*(V e.1.2.1 w*conj (U e.1.2.2 w))‖ ≤ | |
| d/2 * ∑ row ∈ sourceProductVertices Q₁ Q₂ ρ ν A B n, | |
| (‖U row.1 u‖^2*‖V row.2 w‖^2 + ‖V row.2 u‖^2*‖U row.1 w‖^2) := by | |
| classical | |
| let C := sourceProductVertices Q₁ Q₂ ρ ν A B n | |
| let D := sourceProductVertices Q₂ Q₁ ν ρ B A n | |
| let H := graphSupportedDistanceIndices I θ axis | |
| let F := fun e : GraphNonedgeIndex => graphRotatedDistanceWeight axis (angularBinCount θ) e.2.1.1 e.2.1.2 (u,w) * | |
| (U e.1.1.1 u*conj (V e.1.1.2 u))*(V e.1.2.1 w*conj (U e.1.2.2 w)) | |
| let S := d/2 * ((∑ row ∈ C, ‖U row.1 u‖^2*‖V row.2 w‖^2) + | |
| (∑ col ∈ D, ‖V col.1 u‖^2*‖U col.2 w‖^2)) | |
| have hS : 0 ≤ S := by dsimp [S]; positivity | |
| have hh : H ⊆ sourceParentGraphIndices N sig t (Q₁.descendant A) (Q₂.descendant B) ρ ν n A B := | |
| (Finset.filter_subset _ _).trans hI | |
| have hmatrix (j b : ℕ) : | |
| ‖∑ row ∈ C, ∑ col ∈ D, if distanceMatrixIndex row col j b true ∈ H | |
| then F (distanceMatrixIndex row col j b true) else 0‖ ≤ | |
| ‖graphRotatedDistanceWeight axis (angularBinCount θ) j b (u,w)‖ * S := by | |
| have he := distance_matrix_complex_bound_on I (a+n) j b θ axis true C D | |
| (sourceProductVertices_subset Q₁ Q₂ ρ ν A B a n hA hB) | |
| (sourceProductVertices_subset Q₂ Q₁ ν ρ B A a n hB hA) | |
| (fun row => U row.1 u*V row.2 w) (fun col => V col.1 u*U col.2 w) | |
| (graphRotatedDistanceWeight axis (angularBinCount θ) j b (u,w)) d (hdegree j b true) | |
| have hf (row col : CellPath × CellPath) : F (distanceMatrixIndex row col j b true) = | |
| graphRotatedDistanceWeight axis (angularBinCount θ) j b (u,w) * | |
| ((U row.1 u*V row.2 w)*conj (V col.1 u*U col.2 w)) := by | |
| dsimp [F,distanceMatrixIndex] | |
| rw [map_mul] | |
| ring | |
| simpa only [hf,norm_mul,mul_pow,H,S] using he | |
| change ‖∑ e ∈ H, F e‖ ≤ _ | |
| rw [source_distance_graph_sum_occupied Q₁ Q₂ ρ ν A B N a n sig t hA hB H hh F,← hscale] | |
| calc | |
| _ ≤ ∑ j ∈ Finset.range (angularBinCount θ), ∑ b ∈ Finset.range (angularBinCount θ), | |
| ‖∑ row ∈ C, ∑ col ∈ D, if distanceMatrixIndex row col j b true ∈ H | |
| then F (distanceMatrixIndex row col j b true) else 0‖ := | |
| (norm_sum_le _ _).trans (Finset.sum_le_sum (fun _ _ => norm_sum_le _ _)) | |
| _ ≤ ∑ j ∈ Finset.range (angularBinCount θ), ∑ b ∈ Finset.range (angularBinCount θ), | |
| ‖graphRotatedDistanceWeight axis (angularBinCount θ) j b (u,w)‖*S := | |
| Finset.sum_le_sum (fun j _ => Finset.sum_le_sum (fun b _ => hmatrix j b)) | |
| _ ≤ S := by | |
| simp only [← Finset.sum_mul] | |
| exact (mul_le_mul_of_nonneg_right | |
| (graphRotatedDistanceWeight_norm_total_le (angularBinCount_pos hθ) axis (u,w)) hS).trans_eq (one_mul S) | |
| _ = _ := by | |
| dsimp [S,C,D] | |
| rw [sourceProductVertices_swap_sum Q₁ Q₂ ρ ν A B n | |
| (fun c p => ‖V c u‖^2*‖U p w‖^2),Finset.sum_add_distrib] | |
| end PlanarFalconer | |
| end OAI | |