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/- | |
Copyright (c) 2022 Yury Kudryashov. All rights reserved. | |
Released under Apache 2.0 license as described in the file LICENSE. | |
Authors: Yury Kudryashov, Yaël Dillies | |
-/ | |
import linear_algebra.ray | |
import analysis.normed_space.basic | |
/-! | |
# Rays in a real normed vector space | |
In this file we prove some lemmas about the `same_ray` predicate in case of a real normed space. In | |
this case, for two vectors `x y` in the same ray, the norm of their sum is equal to the sum of their | |
norms and `∥y∥ • x = ∥x∥ • y`. | |
-/ | |
open real | |
variables {E : Type*} [seminormed_add_comm_group E] [normed_space ℝ E] | |
{F : Type*} [normed_add_comm_group F] [normed_space ℝ F] | |
namespace same_ray | |
variables {x y : E} | |
/-- If `x` and `y` are on the same ray, then the triangle inequality becomes the equality: the norm | |
of `x + y` is the sum of the norms of `x` and `y`. The converse is true for a strictly convex | |
space. -/ | |
lemma norm_add (h : same_ray ℝ x y) : ∥x + y∥ = ∥x∥ + ∥y∥ := | |
begin | |
rcases h.exists_eq_smul with ⟨u, a, b, ha, hb, -, rfl, rfl⟩, | |
rw [← add_smul, norm_smul_of_nonneg (add_nonneg ha hb), norm_smul_of_nonneg ha, | |
norm_smul_of_nonneg hb, add_mul] | |
end | |
lemma norm_sub (h : same_ray ℝ x y) : ∥x - y∥ = |∥x∥ - ∥y∥| := | |
begin | |
rcases h.exists_eq_smul with ⟨u, a, b, ha, hb, -, rfl, rfl⟩, | |
wlog hab : b ≤ a := le_total b a using [a b, b a] tactic.skip, | |
{ rw ← sub_nonneg at hab, | |
rw [← sub_smul, norm_smul_of_nonneg hab, norm_smul_of_nonneg ha, | |
norm_smul_of_nonneg hb, ← sub_mul, abs_of_nonneg (mul_nonneg hab (norm_nonneg _))] }, | |
{ intros ha hb hab, | |
rw [norm_sub_rev, this hb ha hab.symm, abs_sub_comm] } | |
end | |
lemma norm_smul_eq (h : same_ray ℝ x y) : ∥x∥ • y = ∥y∥ • x := | |
begin | |
rcases h.exists_eq_smul with ⟨u, a, b, ha, hb, -, rfl, rfl⟩, | |
simp only [norm_smul_of_nonneg, *, mul_smul, smul_comm (∥u∥)], | |
apply smul_comm | |
end | |
end same_ray | |
variables {x y : F} | |
lemma norm_inj_on_ray_left (hx : x ≠ 0) : {y | same_ray ℝ x y}.inj_on norm := | |
begin | |
rintro y hy z hz h, | |
rcases hy.exists_nonneg_left hx with ⟨r, hr, rfl⟩, | |
rcases hz.exists_nonneg_left hx with ⟨s, hs, rfl⟩, | |
rw [norm_smul, norm_smul, mul_left_inj' (norm_ne_zero_iff.2 hx), norm_of_nonneg hr, | |
norm_of_nonneg hs] at h, | |
rw h | |
end | |
lemma norm_inj_on_ray_right (hy : y ≠ 0) : {x | same_ray ℝ x y}.inj_on norm := | |
by simpa only [same_ray_comm] using norm_inj_on_ray_left hy | |
lemma same_ray_iff_norm_smul_eq : same_ray ℝ x y ↔ ∥x∥ • y = ∥y∥ • x := | |
⟨same_ray.norm_smul_eq, λ h, or_iff_not_imp_left.2 $ λ hx, or_iff_not_imp_left.2 $ λ hy, | |
⟨∥y∥, ∥x∥, norm_pos_iff.2 hy, norm_pos_iff.2 hx, h.symm⟩⟩ | |
/-- Two nonzero vectors `x y` in a real normed space are on the same ray if and only if the unit | |
vectors `∥x∥⁻¹ • x` and `∥y∥⁻¹ • y` are equal. -/ | |
lemma same_ray_iff_inv_norm_smul_eq_of_ne (hx : x ≠ 0) (hy : y ≠ 0) : | |
same_ray ℝ x y ↔ ∥x∥⁻¹ • x = ∥y∥⁻¹ • y := | |
by rw [inv_smul_eq_iff₀, smul_comm, eq_comm, inv_smul_eq_iff₀, same_ray_iff_norm_smul_eq]; | |
rwa norm_ne_zero_iff | |
alias same_ray_iff_inv_norm_smul_eq_of_ne ↔ same_ray.inv_norm_smul_eq _ | |
/-- Two vectors `x y` in a real normed space are on the ray if and only if one of them is zero or | |
the unit vectors `∥x∥⁻¹ • x` and `∥y∥⁻¹ • y` are equal. -/ | |
lemma same_ray_iff_inv_norm_smul_eq : same_ray ℝ x y ↔ x = 0 ∨ y = 0 ∨ ∥x∥⁻¹ • x = ∥y∥⁻¹ • y := | |
begin | |
rcases eq_or_ne x 0 with rfl|hx, { simp [same_ray.zero_left] }, | |
rcases eq_or_ne y 0 with rfl|hy, { simp [same_ray.zero_right] }, | |
simp only [same_ray_iff_inv_norm_smul_eq_of_ne hx hy, *, false_or] | |
end | |
/-- Two vectors of the same norm are on the same ray if and only if they are equal. -/ | |
lemma same_ray_iff_of_norm_eq (h : ∥x∥ = ∥y∥) : same_ray ℝ x y ↔ x = y := | |
begin | |
obtain rfl | hy := eq_or_ne y 0, | |
{ rw [norm_zero, norm_eq_zero] at h, | |
exact iff_of_true (same_ray.zero_right _) h }, | |
{ exact ⟨λ hxy, norm_inj_on_ray_right hy hxy same_ray.rfl h, λ hxy, hxy ▸ same_ray.rfl⟩ } | |
end | |
lemma not_same_ray_iff_of_norm_eq (h : ∥x∥ = ∥y∥) : ¬ same_ray ℝ x y ↔ x ≠ y := | |
(same_ray_iff_of_norm_eq h).not | |
/-- If two points on the same ray have the same norm, then they are equal. -/ | |
lemma same_ray.eq_of_norm_eq (h : same_ray ℝ x y) (hn : ∥x∥ = ∥y∥) : x = y := | |
(same_ray_iff_of_norm_eq hn).mp h | |
/-- The norms of two vectors on the same ray are equal if and only if they are equal. -/ | |
lemma same_ray.norm_eq_iff (h : same_ray ℝ x y) : ∥x∥ = ∥y∥ ↔ x = y := | |
⟨h.eq_of_norm_eq, λ h, h ▸ rfl⟩ | |