Download lean/OAI/Dynamics/StandardMap/BridgeNonlinear.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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4.26 kB
| import OAI.Dynamics.StandardMap.BridgeWeights | |
| namespace OAI | |
| open MeasureTheory Set | |
| open scoped ENNReal BigOperators | |
| open MeasureTheory Set Filter Metric | |
| open scoped Topology ENNReal | |
| namespace StandardMapEntropy | |
| lemma tSolution_abs_le_pow (v : ℕ → ℝ) (M : ℝ) (p : ℕ) (hp : 1 ≤ p) | |
| (hM : 1 ≤ M) (hv : ∀ i, 1 ≤ i → i < p → |v i|+1 ≤ M) : | |
| |tSolution v p| ≤ M^((p:ℝ)-1) := by | |
| obtain ⟨n,rfl⟩ := Nat.exists_eq_succ_of_ne_zero (by omega : p ≠ 0) | |
| have hh := (transferProduct_norm_bounds v M n (by linarith) | |
| (fun i hi hin => hv i hi (by omega))).2 | |
| have hp := (transferProduct v n).le_opNorm (1:ℂ) | |
| have he : (transferProduct v n 1).re=tSolution v (n+1) := by | |
| change (transferProduct v n ⟨1,0⟩).re=tSolution v (n+1) | |
| rw [transferProduct_pair]; rfl | |
| calc | |
| _ = |(transferProduct v n 1).re| := congrArg abs he.symm | |
| _ ≤ ‖transferProduct v n 1‖ := Complex.abs_re_le_norm _ | |
| _ ≤ M^n := by simpa only [norm_one,mul_one] using hp.trans (by simpa using hh) | |
| _ = _ := by simp only [Nat.cast_succ,add_sub_cancel_right,Real.rpow_natCast] | |
| lemma nonlinear_dirichlet_fixedPoint (k q a r : ℝ) (n : ℕ) | |
| (hk : 0 ≤ k) (hr : |r| ≤ 1/4) | |
| (hq : growthBase k^(-(3/5:ℝ)) ≤ 1/2) | |
| (hsmall : (384*Real.pi)*growthBase k^(-(7/10:ℝ)) ≤ 1/2) | |
| (hU : ∀ p, 1 ≤ p → p ≤ n → | |
| |dirichletSolution (orbitCoefficient k q a) (n+1) p| ≤ | |
| 12*growthBase k^(-(9/10:ℝ)*(p:ℝ))) : | |
| ∃ ξ : Fin n → ℝ, | |
| (∀ i, |ξ i| ≤ 8/growthBase k^((4/5:ℝ)*((i:ℝ)+1))) ∧ | |
| ∀ i, ξ i=dirichletSolution (orbitCoefficient k q a) (n+1) (i+1)*r+ | |
| ∑ j, greenMatrix (orbitCoefficient k q a) n i j * | |
| (-(phi k (liftedOrbit k q a (j+1)+ξ j)-phi k (liftedOrbit k q a (j+1))- | |
| potential k (liftedOrbit k q a (j+1))*ξ j)) := by | |
| let M := growthBase k | |
| have hMm : 4 ≤ M := growthBase_ge_four k hk | |
| have hm : 1 < M := by linarith | |
| have hp : 0 < M := by linarith | |
| let w : Fin n → ℝ := fun i => M^((4/5:ℝ)*((i:ℝ)+1)) | |
| let U : Fin n → ℝ := fun i => dirichletSolution (orbitCoefficient k q a) (n+1) (i+1) | |
| let F : Fin n → ℝ → ℝ := fun j z => -(phi k (liftedOrbit k q a (j+1)+z)- | |
| phi k (liftedOrbit k q a (j+1))-potential k (liftedOrbit k q a (j+1))*z) | |
| let L : Fin n → ℝ := fun i => (2*Real.pi*M)*8/w i | |
| have hw (i : Fin n) : 0 < w i := Real.rpow_pos_of_pos hp _ | |
| have hlin (i : Fin n) : |w i*U i*r| ≤ (8:ℝ)/2 := by | |
| have hU':=hU (i+1) (by omega) (by omega) | |
| have hexp : M^((4/5:ℝ)*((i:ℝ)+1))*M^(-(9/10:ℝ)*((i:ℝ)+1)) ≤ 1 := by | |
| rw [← Real.rpow_add hp] | |
| exact Real.rpow_le_one_of_one_le_of_nonpos hm.le (by have : (0:ℝ) ≤ (i:ℕ) := Nat.cast_nonneg _; linarith) | |
| rw [abs_mul,abs_mul,abs_of_pos (hw i)] | |
| calc | |
| _ ≤ w i*(12*M^(-(9/10:ℝ)*((i:ℝ)+1)))*(1/4) := by | |
| gcongr | |
| simpa only [U,Nat.cast_add,Nat.cast_one] using hU' | |
| _ ≤ 3 := by dsimp only [w]; nlinarith | |
| _ ≤ _ := by norm_num | |
| have hrow (i : Fin n) : ∑ j, |w i*greenMatrix (orbitCoefficient k q a) n i j| *L j/w j ≤ 1/2 := by | |
| have hh:=green_weighted_rows M 12 8 n (tSolution (orbitCoefficient k q a)) | |
| (dirichletSolution (orbitCoefficient k q a) (n+1)) hm (by norm_num) (by norm_num) hq | |
| (fun p hp' hn => tSolution_abs_le_pow _ M p hp' hm.le | |
| (fun i hi hip => potential_bound k (liftedOrbit k q a i) hk)) hU i | |
| have he : ∀ i j : Fin n, greenMatrix (orbitCoefficient k q a) n i j= | |
| tSolution (orbitCoefficient k q a) (min (i:ℕ) (j:ℕ)+1)* | |
| dirichletSolution (orbitCoefficient k q a) (n+1) (max (i:ℕ) (j:ℕ)+1) := by | |
| intro i j | |
| simp only [greenMatrix,greenKernel,min_add_add_right,max_add_add_right] | |
| simp_rw [he] | |
| exact hh.trans (by nlinarith only [hsmall]) | |
| exact finite_weighted_dirichlet w U (greenMatrix (orbitCoefficient k q a) n) F L r 8 hw | |
| (by norm_num) (fun i => by dsimp [L]; positivity) | |
| (by intro i; simp [F]) | |
| (by | |
| intro i x y hx hy | |
| dsimp only [F] | |
| rw [← neg_sub,abs_neg] | |
| have hh:=phi_remainder_lipschitz k (liftedOrbit k q a (i+1)) x y (8/w i) hk hx hy | |
| dsimp only [L,M] | |
| convert hh using 1 <;> ring_nf) | |
| hlin hrow | |
| end StandardMapEntropy | |
| end OAI | |