openAI-math-dataset / lean /OAI /MeasureTheory /Falconer /Geometry /CommonProjectionLosses.lean
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Add lean source and binary files (part 93)
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import OAI.MeasureTheory.Falconer.Geometry.CommonProjectionConfiguration
namespace OAI
/-! A single weak constant controls every loss from selecting the common
projection bases and restricting to their intersection. -/
namespace Falconer
theorem common_projection_losses {W : ℝ} (hW : 1 ≤ W) :
let ρ := W⁻¹
let Z := 64*W^6
0 < ρ ∧ ρ ≤ 1 ∧ 1 ≤ Z ∧ W ≤ Z ∧ W*(8/ρ^4) ≤ Z ∧
64/ρ^6 = Z ∧ 0 < ρ^4/8 ∧ (ρ^4/8)⁻¹ ≤ Z := by
have hWpos : 0 < W := lt_of_lt_of_le zero_lt_one hW
have hρ : 0 < W⁻¹ := inv_pos.mpr hWpos
have hρ1 : W⁻¹ ≤ 1 := (inv_le_one₀ hWpos).2 hW
have h6 : 1 ≤ W^6 := one_le_pow₀ hW
have hW6 : W ≤ W^6 := by simpa only [pow_one] using pow_le_pow_right₀ hW (show 1 ≤ (6:ℕ) by omega)
have hW5 : W^5 ≤ W^6 := pow_le_pow_right₀ hW (by omega)
have hW4 : W^4 ≤ W^6 := pow_le_pow_right₀ hW (by omega)
have he4 : 8/(W⁻¹)^4 = 8*W^4 := by field_simp
have he6 : 64/(W⁻¹)^6 = 64*W^6 := by field_simp
have hei : ((W⁻¹)^4/8)⁻¹ = 8*W^4 := by field_simp
refine ⟨hρ,hρ1,by nlinarith,by nlinarith,?_,he6,by positivity,?_⟩
· rw [he4]
have he : W*(8*W^4) = 8*W^5 := by ring
rw [he]
nlinarith
· rw [hei]
nlinarith
theorem common_projection_direction_count {ρ : ℝ} (hρ : 0 < ρ)
(I J : Finset ℝ) (hcount : (ρ^6/64)*(I.card:ℝ) ≤ (J.card:ℝ)) :
(I.card:ℝ) ≤ (64/ρ^6)*(J.card:ℝ) := by
have hh := mul_le_mul_of_nonneg_left hcount (show 0 ≤ 64/ρ^6 by positivity)
have he : (64/ρ^6)*((ρ^6/64)*(I.card:ℝ)) = (I.card:ℝ) := by field_simp
rwa [he] at hh
end Falconer
end OAI