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15.5 kB
| import OAI.Analysis.C0Absorption.Weights | |
| namespace OAI | |
| open Set Filter Topology | |
| open scoped NNReal BigOperators ZeroAtInfty | |
| open NormedSpace | |
| namespace C0Absorption | |
| noncomputable section | |
| open Set Filter Topology | |
| open scoped NNReal BigOperators ZeroAtInfty | |
| def boundedAngle (J : ℕ) (u : ℝ) (j : ℕ) : ℝ := | |
| if j=0 then Real.pi/2 else if J<j then 0 else transitionAngle j u | |
| @[simp] theorem boundedAngle_zero (J : ℕ) (u : ℝ) : boundedAngle J u 0=Real.pi/2 := by simp [boundedAngle] | |
| @[simp] theorem boundedAngle_last (J : ℕ) (u : ℝ) : boundedAngle J u (J+1)=0 := by simp [boundedAngle] | |
| theorem boundedAngle_inner {J j : ℕ} (hj : 0<j) (hJ : j≤J) (u : ℝ) : | |
| boundedAngle J u j=transitionAngle j u := by simp [boundedAngle,hj.ne',not_lt.mpr hJ] | |
| theorem boundedAngle_range (J j : ℕ) (u : ℝ) : | |
| 0 ≤ boundedAngle J u j ∧ boundedAngle J u j ≤ Real.pi/2 := by | |
| unfold boundedAngle | |
| split_ifs | |
| · exact ⟨by positivity,le_rfl⟩ | |
| · exact ⟨le_rfl,by positivity⟩ | |
| · exact ⟨transitionAngle_nonneg j u,transitionAngle_le j u⟩ | |
| theorem boundedAngle_dichotomy (J j : ℕ) (u : ℝ) : | |
| boundedAngle J u (j+1)=0 ∨ boundedAngle J u j=Real.pi/2 := by | |
| by_cases hj : j=0 | |
| · exact Or.inr (by simp [hj]) | |
| by_cases hJ : J<j+1 | |
| · exact Or.inl (by simp [boundedAngle,hJ]) | |
| · rw [boundedAngle_inner (by omega) (by omega),boundedAngle_inner (by omega) (by omega)] | |
| exact transitionAngle_dichotomy j u | |
| def thetaLog (J : ℕ) (u : ℝ) (j : ℕ) : ℝ := | |
| Real.sin (boundedAngle J u j)+Real.cos (boundedAngle J u (j+1))-1 | |
| theorem thetaLog_mul (J j : ℕ) (u : ℝ) : thetaLog J u j= | |
| Real.sin (boundedAngle J u j)*Real.cos (boundedAngle J u (j+1)) := by | |
| rcases boundedAngle_dichotomy J j u with h|h <;> simp [thetaLog,h] | |
| theorem thetaLog_nonneg (J j : ℕ) (u : ℝ) : 0 ≤ thetaLog J u j := by | |
| rw [thetaLog_mul] | |
| apply mul_nonneg | |
| · exact Real.sin_nonneg_of_nonneg_of_le_pi (boundedAngle_range J j u).1 | |
| ((boundedAngle_range J j u).2.trans (by linarith [Real.pi_pos])) | |
| · exact Real.cos_nonneg_of_neg_pi_div_two_le_of_le | |
| (by linarith [(boundedAngle_range J (j+1) u).1,Real.pi_pos]) | |
| (boundedAngle_range J (j+1) u).2 | |
| theorem thetaLog_le_one (J j : ℕ) (u : ℝ) : thetaLog J u j ≤ 1 := by | |
| rcases boundedAngle_dichotomy J j u with h|h | |
| · simpa only [thetaLog,h,Real.cos_zero,add_sub_cancel_right] using Real.sin_le_one (boundedAngle J u j) | |
| · simpa only [thetaLog,h,Real.sin_pi_div_two,add_sub_cancel_left] using Real.cos_le_one (boundedAngle J u (j+1)) | |
| theorem thetaLog_sq (J j : ℕ) (u : ℝ) : thetaLog J u j^2= | |
| Real.sin (boundedAngle J u j)^2-Real.sin (boundedAngle J u (j+1))^2 := by | |
| rcases boundedAngle_dichotomy J j u with h|h | |
| · simp [thetaLog,h] | |
| · have hs := Real.sin_sq_add_cos_sq (boundedAngle J u (j+1)) | |
| simp only [thetaLog,h,Real.sin_pi_div_two,one_pow] | |
| nlinarith | |
| theorem sum_range_differences (f : ℕ → ℝ) (n : ℕ) : | |
| ∑ j ∈ Finset.range n, (f j-f (j+1))=f 0-f n := by | |
| induction n with | |
| | zero => simp | |
| | succ n ih => rw [Finset.sum_range_succ,ih]; ring | |
| theorem thetaLog_squares (J : ℕ) (u : ℝ) : ∑ j : Fin (J+1), thetaLog J u j^2=1 := by | |
| simp_rw [thetaLog_sq] | |
| rw [Fin.sum_univ_eq_sum_range (fun j => Real.sin (boundedAngle J u j)^2-Real.sin (boundedAngle J u (j+1))^2),sum_range_differences] | |
| simp | |
| theorem transitionAngle_unique (u : ℝ) : | |
| Set.Subsingleton {j | transitionAngle j u ≠ 0 ∧ transitionAngle j u ≠ Real.pi/2} := by | |
| intro i hi j hj | |
| by_contra hij | |
| have mem (k : ℕ) (hk : transitionAngle k u ≠ 0 ∧ transitionAngle k u ≠ Real.pi/2) : | |
| u ∈ transitionInterval k := by | |
| constructor | |
| · by_contra hn | |
| exact hk.2 (transitionAngle_full k (by linarith)) | |
| · by_contra hn | |
| exact hk.1 (transitionAngle_zero k (by linarith)) | |
| exact Set.disjoint_left.mp (transitionInterval_disjoint hij) (mem i hi) (mem j hj) | |
| theorem thetaLog_sum_formula (J : ℕ) (u : ℝ) : | |
| (∑ j : Fin (J+1),thetaLog J u j)=1+ | |
| ∑ j : Fin J, (Real.sin (transitionAngle (j+1) u)+Real.cos (transitionAngle (j+1) u)-1) := by | |
| rw [Fin.sum_univ_eq_sum_range (thetaLog J u),Fin.sum_univ_eq_sum_range (fun j => Real.sin (transitionAngle (j+1) u)+Real.cos (transitionAngle (j+1) u)-1)] | |
| simp only [thetaLog,Finset.sum_sub_distrib,Finset.sum_add_distrib,Finset.sum_const, | |
| Finset.card_range,nsmul_eq_mul,mul_one] | |
| rw [Finset.sum_range_succ' (fun j => Real.sin (boundedAngle J u j)), | |
| Finset.sum_range_succ (fun j => Real.cos (boundedAngle J u (j+1)))] | |
| simp only [boundedAngle_zero,boundedAngle_last,Real.sin_pi_div_two,Real.cos_zero] | |
| have hs : (∑ j ∈ Finset.range J,Real.sin (boundedAngle J u (j+1)))= | |
| ∑ j ∈ Finset.range J,Real.sin (transitionAngle (j+1) u) := by | |
| apply Finset.sum_congr rfl | |
| intro j hj | |
| rw [boundedAngle_inner (by omega) (by have := Finset.mem_range.mp hj; omega)] | |
| have hc : (∑ j ∈ Finset.range J,Real.cos (boundedAngle J u (j+1)))= | |
| ∑ j ∈ Finset.range J,Real.cos (transitionAngle (j+1) u) := by | |
| apply Finset.sum_congr rfl | |
| intro j hj | |
| rw [boundedAngle_inner (by omega) (by have := Finset.mem_range.mp hj; omega)] | |
| rw [hs,hc] | |
| push_cast | |
| ring | |
| theorem thetaLog_sum_le (J : ℕ) (u : ℝ) : (∑ j : Fin (J+1),thetaLog J u j) ≤ 2 := by | |
| classical | |
| rw [thetaLog_sum_formula] | |
| let f (j : Fin J) := Real.sin (transitionAngle (j+1) u)+Real.cos (transitionAngle (j+1) u)-1 | |
| have hz (j : Fin J) (hj : transitionAngle (j+1) u=0 ∨ transitionAngle (j+1) u=Real.pi/2) : f j=0 := by | |
| rcases hj with h|h <;> simp [f,h] | |
| suffices (∑ j,f j) ≤ 1 by linarith | |
| by_cases h : ∃ j : Fin J, transitionAngle (j+1) u≠0 ∧ transitionAngle (j+1) u≠Real.pi/2 | |
| · obtain ⟨j,hj⟩ := h | |
| rw [Finset.sum_eq_single j] | |
| · dsimp [f] | |
| linarith [Real.sin_le_one (transitionAngle (j+1) u),Real.cos_le_one (transitionAngle (j+1) u)] | |
| · intro k _ hkj | |
| apply hz | |
| by_contra hh | |
| push Not at hh | |
| exact hkj (Fin.ext (by have he := transitionAngle_unique u hh hj; omega)) | |
| · simp | |
| · have hh (j : Fin J) : f j=0 := by | |
| apply hz | |
| have hn := not_exists.mp h j | |
| tauto | |
| simp only [hh,Finset.sum_const_zero,zero_le_one] | |
| theorem boundedAngle_difference_sum (J : ℕ) (u v : ℝ) : | |
| (∑ j : Fin (J+1), (|boundedAngle J u j-boundedAngle J v j|+ | |
| |boundedAngle J u (j+1)-boundedAngle J v (j+1)|)) = | |
| 2*∑ j : Fin J, |transitionAngle (j+1) u-transitionAngle (j+1) v| := by | |
| simp only [Finset.sum_add_distrib] | |
| rw [Fin.sum_univ_eq_sum_range (fun j => |boundedAngle J u j-boundedAngle J v j|), | |
| Fin.sum_univ_eq_sum_range (fun j => |boundedAngle J u (j+1)-boundedAngle J v (j+1)|), | |
| Fin.sum_univ_eq_sum_range (fun j => |transitionAngle (j+1) u-transitionAngle (j+1) v|), | |
| Finset.sum_range_succ' (fun j => |boundedAngle J u j-boundedAngle J v j|), | |
| Finset.sum_range_succ (fun j => |boundedAngle J u (j+1)-boundedAngle J v (j+1)|)] | |
| simp only [boundedAngle_zero,boundedAngle_last,sub_self,abs_zero,add_zero] | |
| have hh : (∑ j ∈ Finset.range J,|boundedAngle J u (j+1)-boundedAngle J v (j+1)|)= | |
| ∑ j ∈ Finset.range J,|transitionAngle (j+1) u-transitionAngle (j+1) v| := by | |
| apply Finset.sum_congr rfl | |
| intro j hj | |
| rw [boundedAngle_inner (by omega) (by have := Finset.mem_range.mp hj; omega), | |
| boundedAngle_inner (by omega) (by have := Finset.mem_range.mp hj; omega)] | |
| rw [hh] | |
| ring | |
| theorem thetaLog_distance (J : ℕ) (u v : ℝ) : | |
| (∑ j : Fin (J+1), |thetaLog J u j-thetaLog J v j|) ≤ (Real.pi/scheduleH)*dist u v := by | |
| calc | |
| _ ≤ ∑ j : Fin (J+1), (|boundedAngle J u j-boundedAngle J v j|+ | |
| |boundedAngle J u (j+1)-boundedAngle J v (j+1)|) := by | |
| apply Finset.sum_le_sum | |
| intro j _ | |
| have he : thetaLog J u j-thetaLog J v j = | |
| (Real.sin (boundedAngle J u j)-Real.sin (boundedAngle J v j))+ | |
| (Real.cos (boundedAngle J u (j+1))-Real.cos (boundedAngle J v (j+1))) := by unfold thetaLog; ring | |
| rw [he] | |
| refine (abs_add_le _ _).trans (add_le_add ?_ ?_) | |
| · simpa only [NNReal.coe_one,one_mul,Real.dist_eq] using Real.lipschitzWith_sin.dist_le_mul (boundedAngle J u j) (boundedAngle J v j) | |
| · simpa only [NNReal.coe_one,one_mul,Real.dist_eq] using Real.lipschitzWith_cos.dist_le_mul (boundedAngle J u (j+1)) (boundedAngle J v (j+1)) | |
| _ = 2*∑ j : Fin J,|transitionAngle (j+1) u-transitionAngle (j+1) v| := boundedAngle_difference_sum J u v | |
| _ ≤ 2*(angleSpeed*dist u v) := mul_le_mul_of_nonneg_left (angle_sum_distance J u v) (by norm_num) | |
| _ = (Real.pi/scheduleH)*dist u v := by change 2*(Real.pi/(2*scheduleH)*dist u v)=_; ring | |
| end | |
| end C0Absorption | |
| namespace C0Absorption | |
| noncomputable section | |
| open Set Filter Topology | |
| open scoped NNReal BigOperators ZeroAtInfty | |
| def theta (J : ℕ) (r : ℝ) (j : ℕ) : ℝ := | |
| if r≤0 then if j=J then 1 else 0 else thetaLog J (Real.log r) j | |
| theorem theta_nonneg (J j : ℕ) (r : ℝ) : 0 ≤ theta J r j := by | |
| unfold theta | |
| split_ifs <;> first | exact thetaLog_nonneg J j _ | norm_num | |
| theorem theta_le_one (J j : ℕ) (r : ℝ) : theta J r j ≤ 1 := by | |
| unfold theta | |
| split_ifs <;> first | exact thetaLog_le_one J j _ | norm_num | |
| theorem theta_squares (J : ℕ) (r : ℝ) : (∑ j : Fin (J+1),theta J r j^2)=1 := by | |
| classical | |
| by_cases hr : r≤0 | |
| · simp only [theta,hr,↓reduceIte,ite_pow,one_pow,zero_pow (two_ne_zero)] | |
| have he (j : Fin (J+1)) : (j.val=J) ↔ j=Fin.last J := by simp only [Fin.ext_iff,Fin.val_last] | |
| simp only [he,Finset.sum_ite_eq',Finset.mem_univ,↓reduceIte] | |
| · simp only [theta,hr,↓reduceIte] | |
| exact thetaLog_squares J _ | |
| theorem theta_sum_le (J : ℕ) (r : ℝ) : (∑ j : Fin (J+1),theta J r j) ≤ 2 := by | |
| classical | |
| by_cases hr : r≤0 | |
| · simp only [theta,hr,↓reduceIte] | |
| have he (j : Fin (J+1)) : (j.val=J) ↔ j=Fin.last J := by simp only [Fin.ext_iff,Fin.val_last] | |
| simp only [he,Finset.sum_ite_eq',Finset.mem_univ,↓reduceIte] | |
| norm_num | |
| · simp only [theta,hr,↓reduceIte] | |
| exact thetaLog_sum_le J _ | |
| theorem log_radius_lower {r : ℝ} (hr : 0<r) (j : ℕ) | |
| (hle : r ≤ Real.exp (-scheduleH)*rho j) : Real.log r ≤ Real.log (rho j)-scheduleH := by | |
| have hh := (Real.log_le_log_iff hr (mul_pos (Real.exp_pos _) (rho_pos j))).mpr hle | |
| rwa [Real.log_mul (Real.exp_pos _).ne' (rho_pos j).ne',Real.log_exp,neg_add_eq_sub] at hh | |
| theorem boundedAngle_full_of_small {J j : ℕ} (hj : j≤J) {r : ℝ} (hr : 0<r) | |
| (hle : r≤Real.exp (-scheduleH)*rho J) : boundedAngle J (Real.log r) j=Real.pi/2 := by | |
| by_cases hz : j=0 | |
| · simp [hz] | |
| · rw [boundedAngle_inner (by omega) hj] | |
| exact transitionAngle_full j ((log_radius_lower hr J hle).trans (sub_le_sub_right (log_rho_antitone hj) _)) | |
| theorem theta_terminal (J j : ℕ) {r : ℝ} (hr : r ≤ Real.exp (-scheduleH)*rho J) : | |
| theta J r j=if j=J then 1 else 0 := by | |
| by_cases h : r≤0 | |
| · simp only [theta,h,↓reduceIte] | |
| have hp : 0<r := lt_of_not_ge h | |
| simp only [theta,h,↓reduceIte,thetaLog] | |
| rcases lt_trichotomy j J with hj|rfl|hj | |
| · rw [boundedAngle_full_of_small hj.le hp hr,boundedAngle_full_of_small (by omega) hp hr, | |
| Real.sin_pi_div_two,Real.cos_pi_div_two,ite_eq_right hj.ne] | |
| ring | |
| · simp only [boundedAngle_full_of_small le_rfl hp hr,boundedAngle_last, | |
| Real.sin_pi_div_two,Real.cos_zero,ite_true] | |
| ring | |
| · simp only [boundedAngle,show j≠0 by omega,show j+1≠0 by omega,hj, | |
| show J<j+1 by omega,↓reduceIte,Real.sin_zero,Real.cos_zero,ite_eq_right hj.ne',zero_add,sub_self] | |
| theorem boundedAngle_continuous (J j : ℕ) : Continuous (fun u => boundedAngle J u j) := by | |
| unfold boundedAngle | |
| split_ifs | |
| · exact continuous_const | |
| · exact continuous_const | |
| · exact (transitionAngle_lipschitz j).continuous | |
| theorem thetaLog_continuous (J j : ℕ) : Continuous (fun u => thetaLog J u j) := | |
| ((Real.continuous_sin.comp (boundedAngle_continuous J j)).add (Real.continuous_cos.comp (boundedAngle_continuous J (j+1)))).sub continuous_const | |
| theorem theta_continuous (J j : ℕ) : Continuous (fun r => theta J r j) := by | |
| rw [continuous_iff_continuousAt] | |
| intro r | |
| by_cases hr : 0<r | |
| · apply ((thetaLog_continuous J j).continuousAt.comp (Real.continuousAt_log hr.ne')).congr_of_eventuallyEq | |
| filter_upwards [eventually_gt_nhds hr] with s hs | |
| simp only [theta,not_le.mpr hs,↓reduceIte,Function.comp_def] | |
| · have hR : r<Real.exp (-scheduleH)*rho J := lt_of_le_of_lt (le_of_not_gt hr) | |
| (mul_pos (Real.exp_pos _) (rho_pos J)) | |
| apply continuousAt_const.congr_of_eventuallyEq | |
| filter_upwards [eventually_lt_nhds hR] with s hs | |
| exact theta_terminal J j hs.le | |
| theorem theta_upper_support {J j : ℕ} (hj : 0<j) (hJ : j≤J) {r : ℝ} | |
| (_hr : 0≤r) (ht : theta J r j≠0) : r≤rho j := by | |
| by_contra hn | |
| have hp : 0<r := (rho_pos j).trans (lt_of_not_ge hn) | |
| have hlog : Real.log (rho j) ≤ Real.log r := | |
| (Real.log_le_log_iff (rho_pos j) hp).mpr (le_of_not_ge hn) | |
| have ha := transitionAngle_zero j hlog | |
| apply ht | |
| simp only [theta,not_le.mpr hp,↓reduceIte,thetaLog_mul,boundedAngle_inner hj hJ,ha,Real.sin_zero,zero_mul] | |
| theorem theta_lower_support {J j : ℕ} (hj : j<J) {r : ℝ} | |
| (_hr : 0≤r) (ht : theta J r j≠0) : ell j≤r := by | |
| by_contra hn | |
| have hp : 0<r := by | |
| by_contra hh | |
| have hz : r≤0 := le_of_not_gt hh | |
| exact ht (by simp [theta,hz,hj.ne]) | |
| have hlog := log_radius_lower hp (j+1) (le_of_not_ge hn) | |
| have ha := transitionAngle_full (j+1) hlog | |
| apply ht | |
| simp only [theta,not_le.mpr hp,↓reduceIte,thetaLog_mul, | |
| boundedAngle_inner (by omega : 0<j+1) (by omega : j+1≤J),ha,Real.cos_pi_div_two,mul_zero] | |
| theorem min_mul_log_distance {r s : ℝ} (hr : 0<r) (hs : 0<s) : | |
| min r s*|Real.log r-Real.log s| ≤ |r-s| := by | |
| have oneOrder (r s : ℝ) (hr : 0<r) (hs : 0<s) (hle : r ≤ s) : | |
| r*|Real.log r-Real.log s| ≤ |r-s| := by | |
| have hlog := (Real.log_le_log_iff hr hs).mpr hle | |
| rw [abs_of_nonpos (sub_nonpos.mpr hlog),abs_of_nonpos (sub_nonpos.mpr hle)] | |
| have hh := mul_le_mul_of_nonneg_left (Real.log_le_sub_one_of_pos (div_pos hs hr)) hr.le | |
| rw [Real.log_div hs.ne' hr.ne'] at hh | |
| have he : r*(s/r-1)=s-r := by field_simp | |
| rw [he] at hh | |
| linarith | |
| rcases le_total r s with h|h | |
| · rw [min_eq_left h] | |
| exact oneOrder r s hr hs h | |
| · rw [min_eq_right h,abs_sub_comm (Real.log r),abs_sub_comm r] | |
| exact oneOrder s r hs hr h | |
| theorem theta_weighted_distance (J : ℕ) {r s : ℝ} (hr : 0≤r) (hs : 0 ≤ s) : | |
| min r s*(∑ j : Fin (J+1),|theta J r j-theta J s j|) ≤ | |
| (Real.pi/scheduleH)*|r-s| := by | |
| by_cases hr0 : r=0 | |
| · simp only [hr0,min_eq_left hs,zero_mul] | |
| exact mul_nonneg (div_nonneg Real.pi_pos.le scheduleH_pos.le) (abs_nonneg _) | |
| by_cases hs0 : s=0 | |
| · simp only [hs0,min_eq_right hr,zero_mul] | |
| exact mul_nonneg (div_nonneg Real.pi_pos.le scheduleH_pos.le) (abs_nonneg _) | |
| have hr' : 0<r := lt_of_le_of_ne hr (Ne.symm hr0) | |
| have hs' : 0<s := lt_of_le_of_ne hs (Ne.symm hs0) | |
| simp only [theta,not_le.mpr hr',not_le.mpr hs',↓reduceIte] | |
| calc | |
| _ ≤ min r s*((Real.pi/scheduleH)*|Real.log r-Real.log s|) := | |
| mul_le_mul_of_nonneg_left (thetaLog_distance J _ _) (le_min hr hs) | |
| _ = (Real.pi/scheduleH)*(min r s*|Real.log r-Real.log s|) := by ring | |
| _ ≤ (Real.pi/scheduleH)*|r-s| := mul_le_mul_of_nonneg_left (min_mul_log_distance hr' hs') | |
| (div_nonneg Real.pi_pos.le scheduleH_pos.le) | |
| end | |
| end C0Absorption | |
| end OAI | |