Download lean/OAI/Combinatorics/EditDistance/LowerBound.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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2.52 kB
| import OAI.Combinatorics.EditDistance.DepthInversion | |
| import OAI.Combinatorics.EditDistance.FiniteLower | |
| import OAI.Combinatorics.EditDistance.DistortionMonotonicity | |
| namespace OAI | |
| /-! | |
| # Binary witnesses for every sufficiently large length bound | |
| -/ | |
| namespace EditLower | |
| universe u | |
| open EditDistortion EditParameters Filter | |
| theorem eventually_length_witness : ∀ᶠ d : ℕ in atTop, | |
| ∃ n : ℕ, n ≤ d ∧ ∃ S : Set (List Bool), S.Finite ∧ S.Nonempty ∧ S.Nontrivial ∧ | |
| (∀ w ∈ S, w.length = n) ∧ | |
| exponentScale (1/1200) d ≤ leastDistortion (fun x y : S => (edit x.val y.val : ℝ)) := by | |
| obtain ⟨K,hK⟩ := eventually_atTop.mp eventually_depth_witness | |
| let J := max (max K (24^4)) 2 | |
| have hlim : Tendsto (fun d : ℕ => Real.log (d : ℝ)) atTop atTop := | |
| Real.tendsto_log_atTop.comp tendsto_natCast_atTop_atTop | |
| have hchoose := hlim.eventually (EditDepth.eventually_choose_depth J) | |
| filter_upwards [hchoose,eventually_ge_atTop 1] with d hd hd1 | |
| let k := EditDepth.depth (Real.log (d : ℝ)) | |
| have hk : J ≤ k := hd.1 | |
| have hkK : K ≤ k := (le_max_left K (24^4)).trans ((le_max_left _ _).trans hk) | |
| have hk24 : 24^4 ≤ k := (le_max_right K (24^4)).trans ((le_max_left _ _).trans hk) | |
| have hk2 : 2 ≤ k := (le_max_right _ _).trans hk | |
| have hk0 : 0 < k := by omega | |
| obtain ⟨S,hfin,hne,hnt,hlen,hD⟩ := hK k hkK | |
| have hn : encodedLength k ≤ d := by | |
| have hlog : Real.log (encodedLength k : ℝ) ≤ Real.log (d : ℝ) := | |
| (log_length_bound hk2).trans hd.2.1 | |
| have hnp : (0 : ℝ) < encodedLength k := by exact_mod_cast encodedLength_pos hk0 | |
| have hdp : (0 : ℝ) < d := by exact_mod_cast hd1 | |
| exact_mod_cast (Real.log_le_log_iff hnp hdp).mp hlog | |
| refine ⟨encodedLength k,hn,S,hfin,hne,hnt,hlen,?_⟩ | |
| apply le_trans ?_ ((ratio_exponential hk24).trans hD) | |
| apply Real.exp_le_exp.mpr | |
| simpa only [div_eq_mul_inv,mul_comm,one_mul,k] using hd.2.2 | |
| theorem lower_main : ∃ c : ℝ, 0 < c ∧ ∃ d₀ : ℕ, ∀ d : ℕ, d₀ ≤ d → | |
| (∀ (Alpha : Type u) [Fintype Alpha], 2 ≤ Fintype.card Alpha → | |
| exponentScale c d ≤ E Alpha d) ∧ BinaryWitness c d := by | |
| obtain ⟨d₀,hd₀⟩ := eventually_atTop.mp eventually_length_witness | |
| refine ⟨1/1200,by norm_num,d₀,?_⟩ | |
| intro d hd | |
| obtain ⟨n,hn,S,hfin,hne,hnt,hlen,hD⟩ := hd₀ d hd | |
| constructor | |
| · intro Alpha inst hAlpha | |
| exact hD.trans (binary_subset_lower Alpha hAlpha hn S hfin hnt hlen) | |
| · exact ⟨n,hn,S,hfin,hne,hlen,hD⟩ | |
| end EditLower | |
| end OAI | |