Download lean/OAI/Probability/CriticalPercolation/Entropy/BinaryCostBound.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Probability/CriticalPercolation/Entropy/BinaryCostBound.lean
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1.47 kB
| import Mathlib | |
| import OAI.Probability.CriticalPercolation.Entropy.BinaryConfiguration | |
| namespace OAI | |
| section | |
| section | |
| noncomputable section | |
| namespace CriticalPercolation.BinaryLaw | |
| open scoped Classical | |
| open FiniteProduct BondGraph BinaryInterpolation ExactExposure FiniteEntropy | |
| variable {V E : Type*} [Fintype V] [Fintype E] | |
| local instance costBoundFinDec (n : ℕ) : DecidableEq (Fin n) := Classical.decEq _ | |
| variable (G : BondGraph V E) (order : List (LazyDFS.Dart V E)) (d : ℕ) (x : ℕ → V) | |
| variable (p : ℝ) (w : E → Prop → ℝ) (s n : ℕ) (D : FixedDescriptor n) | |
| lemma constructionCost_le {c : ℝ} (hc : 0<c) | |
| (hδ : 0 < prob w (endpointEvent G (x 0) (x d) s)) | |
| (hD : (8:ℝ)^(-(n:ℤ)) ≤ descriptorMass G order d x p w s n D) : | |
| constructionCost G order d x p w c s n D ≤ | |
| Real.log (1/prob w (endpointEvent G (x 0) (x d) s)) + n*(Real.log 8+Real.log (1/c)) := by | |
| have ho : 0 < descriptorMass G order d x p w s n D := | |
| (zpow_pos (by norm_num : (0:ℝ)<8) _).trans_le hD | |
| have hl := Real.log_le_log (zpow_pos (by norm_num : (0:ℝ)<8) _) hD | |
| rw [Real.log_zpow] at hl | |
| simp only [Int.cast_neg,Int.cast_natCast] at hl | |
| unfold constructionCost | |
| rw [Real.log_div (mul_ne_zero (inv_ne_zero hδ.ne') (pow_ne_zero _ (inv_ne_zero hc.ne'))) ho.ne', | |
| Real.log_mul (inv_ne_zero hδ.ne') (pow_ne_zero _ (inv_ne_zero hc.ne')),Real.log_pow] | |
| simp only [one_div] | |
| nlinarith | |
| end CriticalPercolation.BinaryLaw | |
| end | |
| end | |
| end | |
| end OAI | |