feat(analysis/special_functions/{log, pow}): add log_base (#11246)

Adds `real.logb`, the log base `b` of `x`, defined as `log x / log b`. Proves that this is related to `real.rpow`.

src/analysis/special_functions/log.lean

@@ -92,7 +92,7 @@ begin
   rw [← exp_eq_exp, exp_log_eq_abs (inv_ne_zero hx), exp_neg, exp_log_eq_abs hx, abs_inv]
 end
 
-lemma log_le_log (h : 0 < x) (h₁ : 0 < y) : real.log x ≤ real.log y ↔ x ≤ y :=
+lemma log_le_log (h : 0 < x) (h₁ : 0 < y) : log x ≤ log y ↔ x ≤ y :=
 by rw [← exp_le_exp, exp_log h, exp_log h₁]
 
 lemma log_lt_log (hx : 0 < x) : x < y → log x < log y :=

src/analysis/special_functions/logb.lean

@@ -0,0 +1,315 @@
+/-
+Copyright (c) 2022 Bolton Bailey. All rights reserved.
+Released under Apache 2.0 license as described in the file LICENSE.
+Authors: Bolton Bailey, Chris Hughes, Abhimanyu Pallavi Sudhir, Jean Lo, Calle Sönne
+-/
+import analysis.special_functions.log
+import analysis.special_functions.pow
+
+/-!
+# Real logarithm base `b`
+
+In this file we define `real.logb` to be the logarithm of a real number in a given base `b`. We
+define this as the division of the natural logarithms of the argument and the base, so that we have
+a globally defined function with `logb b 0 = 0`, `logb b (-x) = logb b x` `logb 0 x = 0` and
+`logb (-b) x = logb b x`.
+
+We prove some basic properties of this function and it's relation to `rpow`.
+
+## Tags
+
+logarithm, continuity
+-/
+
+open set filter function
+open_locale topological_space
+noncomputable theory
+
+namespace real
+
+variables {b x y : ℝ}
+
+/-- The real logarithm in a given base. As with the natural logarithm, we define `logb b x` to
+be `logb b |x|` for `x < 0`, and `0` for `x = 0`.-/
+@[pp_nodot] noncomputable def logb (b x : ℝ) : ℝ := log x / log b
+
+lemma log_div_log : log x / log b = logb b x := rfl
+
+@[simp] lemma logb_zero : logb b 0 = 0 := by simp [logb]
+
+@[simp] lemma logb_one : logb b 1 = 0 := by simp [logb]
+
+@[simp] lemma logb_abs (x : ℝ) : logb b (|x|) = logb b x := by rw [logb, logb, log_abs]
+
+@[simp] lemma logb_neg_eq_logb (x : ℝ) : logb b (-x) = logb b x :=
+by rw [← logb_abs x, ← logb_abs (-x), abs_neg]
+
+lemma logb_mul (hx : x ≠ 0) (hy : y ≠ 0) : logb b (x * y) = logb b x + logb b y :=
+by simp_rw [logb, log_mul hx hy, add_div]
+
+lemma logb_div (hx : x ≠ 0) (hy : y ≠ 0) : logb b (x / y) = logb b x - logb b y :=
+by simp_rw [logb, log_div hx hy, sub_div]
+
+@[simp] lemma logb_inv (x : ℝ) : logb b (x⁻¹) = -logb b x := by simp [logb, neg_div]
+
+section b_pos_and_ne_one
+
+variable (b_pos : 0 < b)
+variable (b_ne_one : b ≠ 1)
+include b_pos b_ne_one
+
+private lemma log_b_ne_zero : log b ≠ 0 :=
+begin
+  have b_ne_zero : b ≠ 0, linarith,
+  have b_ne_minus_one : b ≠ -1, linarith,
+  simp [b_ne_one, b_ne_zero, b_ne_minus_one],
+end
+
+@[simp] lemma logb_rpow :
+  logb b (b ^ x) = x :=
+begin
+  rw [logb, div_eq_iff, log_rpow b_pos],
+  exact log_b_ne_zero b_pos b_ne_one,
+end
+
+lemma rpow_logb_eq_abs (hx : x ≠ 0) : b ^ (logb b x) = |x| :=
+begin
+  apply log_inj_on_pos,
+  simp only [set.mem_Ioi],
+  apply rpow_pos_of_pos b_pos,
+  simp only [abs_pos, mem_Ioi, ne.def, hx, not_false_iff],
+  rw [log_rpow b_pos, logb, log_abs],
+  field_simp [log_b_ne_zero b_pos b_ne_one],
+end
+
+@[simp] lemma rpow_logb (hx : 0 < x) : b ^ (logb b x) = x :=
+by { rw rpow_logb_eq_abs b_pos b_ne_one (hx.ne'), exact abs_of_pos hx, }
+
+lemma rpow_logb_of_neg (hx : x < 0) : b ^ (logb b x) = -x :=
+by { rw rpow_logb_eq_abs b_pos b_ne_one (ne_of_lt hx), exact abs_of_neg hx }
+
+lemma surj_on_logb : surj_on (logb b) (Ioi 0) univ :=
+λ x _, ⟨rpow b x, rpow_pos_of_pos b_pos x, logb_rpow b_pos b_ne_one⟩
+
+lemma logb_surjective : surjective (logb b) :=
+λ x, ⟨b ^ x, logb_rpow b_pos b_ne_one⟩
+
+@[simp] lemma range_logb : range (logb b) = univ :=
+(logb_surjective b_pos b_ne_one).range_eq
+
+lemma surj_on_logb' : surj_on (logb b) (Iio 0) univ :=
+begin
+  intros x x_in_univ,
+  use -b ^ x,
+  split,
+  { simp only [right.neg_neg_iff, set.mem_Iio], apply rpow_pos_of_pos b_pos, },
+  { rw [logb_neg_eq_logb, logb_rpow b_pos b_ne_one], },
+end
+
+end b_pos_and_ne_one
+
+section one_lt_b
+
+variable (hb : 1 < b)
+include hb
+
+private lemma b_pos : 0 < b := by linarith
+
+private lemma b_ne_one : b ≠ 1 := by linarith
+
+@[simp] lemma logb_le_logb (h : 0 < x) (h₁ : 0 < y) :
+  logb b x ≤ logb b y ↔ x ≤ y :=
+by { rw [logb, logb, div_le_div_right (log_pos hb), log_le_log h h₁], }
+
+lemma logb_lt_logb (hx : 0 < x) (hxy : x < y) : logb b x < logb b y :=
+by { rw [logb, logb, div_lt_div_right (log_pos hb)], exact log_lt_log hx hxy, }
+
+@[simp] lemma logb_lt_logb_iff (hx : 0 < x) (hy : 0 < y) :
+  logb b x < logb b y ↔ x < y :=
+by { rw [logb, logb, div_lt_div_right (log_pos hb)], exact log_lt_log_iff hx hy, }
+
+lemma logb_le_iff_le_rpow (hx : 0 < x) : logb b x ≤ y ↔ x ≤ b ^ y :=
+by rw [←rpow_le_rpow_left_iff hb, rpow_logb (b_pos hb) (b_ne_one hb) hx]
+
+lemma logb_lt_iff_lt_rpow (hx : 0 < x) : logb b x < y ↔ x < b ^ y :=
+by rw [←rpow_lt_rpow_left_iff hb, rpow_logb (b_pos hb) (b_ne_one hb) hx]
+
+lemma le_logb_iff_rpow_le (hy : 0 < y) : x ≤ logb b y ↔ b ^ x ≤ y :=
+by rw [←rpow_le_rpow_left_iff hb, rpow_logb (b_pos hb) (b_ne_one hb) hy]
+
+lemma lt_logb_iff_rpow_lt (hy : 0 < y) : x < logb b y ↔ b ^ x < y :=
+by rw [←rpow_lt_rpow_left_iff hb, rpow_logb (b_pos hb) (b_ne_one hb) hy]
+
+lemma logb_pos_iff (hx : 0 < x) : 0 < logb b x ↔ 1 < x :=
+by { rw ← @logb_one b, rw logb_lt_logb_iff hb zero_lt_one hx, }
+
+lemma logb_pos (hx : 1 < x) : 0 < logb b x :=
+by { rw logb_pos_iff hb (lt_trans zero_lt_one hx), exact hx, }
+
+lemma logb_neg_iff (h : 0 < x) : logb b x < 0 ↔ x < 1 :=
+by { rw ← logb_one, exact logb_lt_logb_iff hb h zero_lt_one, }
+
+lemma logb_neg (h0 : 0 < x) (h1 : x < 1) : logb b x < 0 :=
+(logb_neg_iff hb h0).2 h1
+
+lemma logb_nonneg_iff (hx : 0 < x) : 0 ≤ logb b x ↔ 1 ≤ x :=
+by rw [← not_lt, logb_neg_iff hb hx, not_lt]
+
+lemma logb_nonneg (hx : 1 ≤ x) : 0 ≤ logb b x :=
+(logb_nonneg_iff hb (zero_lt_one.trans_le hx)).2 hx
+
+lemma logb_nonpos_iff (hx : 0 < x) : logb b x ≤ 0 ↔ x ≤ 1 :=
+by rw [← not_lt, logb_pos_iff hb hx, not_lt]
+
+lemma logb_nonpos_iff' (hx : 0 ≤ x) : logb b x ≤ 0 ↔ x ≤ 1 :=
+begin
+  rcases hx.eq_or_lt with (rfl|hx),
+  { simp [le_refl, zero_le_one] },
+  exact logb_nonpos_iff hb hx,
+end
+
+lemma logb_nonpos (hx : 0 ≤ x) (h'x : x ≤ 1) : logb b x ≤ 0 :=
+(logb_nonpos_iff' hb hx).2 h'x
+
+lemma strict_mono_on_logb : strict_mono_on (logb b) (set.Ioi 0) :=
+λ x hx y hy hxy, logb_lt_logb hb hx hxy
+
+lemma strict_anti_on_logb : strict_anti_on (logb b) (set.Iio 0) :=
+begin
+  rintros x (hx : x < 0) y (hy : y < 0) hxy,
+  rw [← logb_abs y, ← logb_abs x],
+  refine logb_lt_logb hb (abs_pos.2 hy.ne) _,
+  rwa [abs_of_neg hy, abs_of_neg hx, neg_lt_neg_iff],
+end
+
+lemma logb_inj_on_pos : set.inj_on (logb b) (set.Ioi 0) :=
+(strict_mono_on_logb hb).inj_on
+
+lemma eq_one_of_pos_of_logb_eq_zero (h₁ : 0 < x) (h₂ : logb b x = 0) :
+x = 1 :=
+logb_inj_on_pos hb (set.mem_Ioi.2 h₁) (set.mem_Ioi.2 zero_lt_one)
+  (h₂.trans real.logb_one.symm)
+
+lemma logb_ne_zero_of_pos_of_ne_one (hx_pos : 0 < x) (hx : x ≠ 1) :
+  logb b x ≠ 0 :=
+mt (eq_one_of_pos_of_logb_eq_zero hb hx_pos) hx
+
+lemma tendsto_logb_at_top : tendsto (logb b) at_top at_top :=
+tendsto.at_top_div_const (log_pos hb) tendsto_log_at_top
+
+end one_lt_b
+
+section b_pos_and_b_lt_one
+
+variable (b_pos : 0 < b)
+variable (b_lt_one : b < 1)
+include b_lt_one
+
+private lemma b_ne_one : b ≠ 1 := by linarith
+
+include b_pos
+
+@[simp] lemma logb_le_logb_of_base_lt_one (h : 0 < x) (h₁ : 0 < y) :
+  logb b x ≤ logb b y ↔ y ≤ x :=
+by { rw [logb, logb, div_le_div_right_of_neg (log_neg b_pos b_lt_one), log_le_log h₁ h], }
+
+lemma logb_lt_logb_of_base_lt_one (hx : 0 < x) (hxy : x < y) : logb b y < logb b x :=
+by { rw [logb, logb, div_lt_div_right_of_neg (log_neg b_pos b_lt_one)], exact log_lt_log hx hxy, }
+
+@[simp] lemma logb_lt_logb_iff_of_base_lt_one (hx : 0 < x) (hy : 0 < y) :
+  logb b x < logb b y ↔ y < x :=
+by { rw [logb, logb, div_lt_div_right_of_neg (log_neg b_pos b_lt_one)], exact log_lt_log_iff hy hx }
+
+lemma logb_le_iff_le_rpow_of_base_lt_one (hx : 0 < x) : logb b x ≤ y ↔ b ^ y ≤ x :=
+by rw [←rpow_le_rpow_left_iff_of_base_lt_one b_pos b_lt_one, rpow_logb b_pos (b_ne_one b_lt_one) hx]
+
+lemma logb_lt_iff_lt_rpow_of_base_lt_one (hx : 0 < x) : logb b x < y ↔ b ^ y < x :=
+by rw [←rpow_lt_rpow_left_iff_of_base_lt_one b_pos b_lt_one, rpow_logb b_pos (b_ne_one b_lt_one) hx]
+
+lemma le_logb_iff_rpow_le_of_base_lt_one (hy : 0 < y) : x ≤ logb b y ↔ y ≤ b ^ x :=
+by rw [←rpow_le_rpow_left_iff_of_base_lt_one b_pos b_lt_one, rpow_logb b_pos (b_ne_one b_lt_one) hy]
+
+lemma lt_logb_iff_rpow_lt_of_base_lt_one (hy : 0 < y) : x < logb b y ↔ y < b ^ x :=
+by rw [←rpow_lt_rpow_left_iff_of_base_lt_one b_pos b_lt_one, rpow_logb b_pos (b_ne_one b_lt_one) hy]
+
+lemma logb_pos_iff_of_base_lt_one (hx : 0 < x) : 0 < logb b x ↔ x < 1 :=
+by rw [← @logb_one b, logb_lt_logb_iff_of_base_lt_one b_pos b_lt_one zero_lt_one hx]
+
+lemma logb_pos_of_base_lt_one (hx : 0 < x) (hx' : x < 1) : 0 < logb b x :=
+by { rw logb_pos_iff_of_base_lt_one b_pos b_lt_one hx, exact hx', }
+
+lemma logb_neg_iff_of_base_lt_one (h : 0 < x) : logb b x < 0 ↔ 1 < x :=
+by rw [← @logb_one b, logb_lt_logb_iff_of_base_lt_one b_pos b_lt_one h zero_lt_one]
+
+lemma logb_neg_of_base_lt_one (h1 : 1 < x) : logb b x < 0 :=
+(logb_neg_iff_of_base_lt_one b_pos b_lt_one (lt_trans zero_lt_one h1)).2 h1
+
+lemma logb_nonneg_iff_of_base_lt_one (hx : 0 < x) : 0 ≤ logb b x ↔ x ≤ 1 :=
+by rw [← not_lt, logb_neg_iff_of_base_lt_one b_pos b_lt_one hx, not_lt]
+
+lemma logb_nonneg_of_base_lt_one (hx : 0 < x) (hx' : x ≤ 1) : 0 ≤ logb b x :=
+by {rw [logb_nonneg_iff_of_base_lt_one b_pos b_lt_one hx], exact hx' }
+
+lemma logb_nonpos_iff_of_base_lt_one (hx : 0 < x) : logb b x ≤ 0 ↔ 1 ≤ x :=
+by rw [← not_lt, logb_pos_iff_of_base_lt_one b_pos b_lt_one hx, not_lt]
+
+lemma strict_anti_on_logb_of_base_lt_one : strict_anti_on (logb b) (set.Ioi 0) :=
+λ x hx y hy hxy, logb_lt_logb_of_base_lt_one b_pos b_lt_one hx hxy
+
+lemma strict_mono_on_logb_of_base_lt_one : strict_mono_on (logb b) (set.Iio 0) :=
+begin
+  rintros x (hx : x < 0) y (hy : y < 0) hxy,
+  rw [← logb_abs y, ← logb_abs x],
+  refine logb_lt_logb_of_base_lt_one b_pos b_lt_one (abs_pos.2 hy.ne) _,
+  rwa [abs_of_neg hy, abs_of_neg hx, neg_lt_neg_iff],
+end
+
+lemma logb_inj_on_pos_of_base_lt_one : set.inj_on (logb b) (set.Ioi 0) :=
+(strict_anti_on_logb_of_base_lt_one b_pos b_lt_one).inj_on
+
+lemma eq_one_of_pos_of_logb_eq_zero_of_base_lt_one (h₁ : 0 < x) (h₂ : logb b x = 0) :
+x = 1 :=
+logb_inj_on_pos_of_base_lt_one b_pos b_lt_one (set.mem_Ioi.2 h₁) (set.mem_Ioi.2 zero_lt_one)
+  (h₂.trans real.logb_one.symm)
+
+lemma logb_ne_zero_of_pos_of_ne_one_of_base_lt_one (hx_pos : 0 < x) (hx : x ≠ 1) :
+  logb b x ≠ 0 :=
+mt (eq_one_of_pos_of_logb_eq_zero_of_base_lt_one b_pos b_lt_one hx_pos) hx
+
+lemma tendsto_logb_at_top_of_base_lt_one : tendsto (logb b) at_top at_bot :=
+begin
+  rw tendsto_at_top_at_bot,
+  intro e,
+  use 1 ⊔ b ^ e,
+  intro a,
+  simp only [and_imp, sup_le_iff],
+  intro ha,
+  rw logb_le_iff_le_rpow_of_base_lt_one b_pos b_lt_one,
+  tauto,
+  exact lt_of_lt_of_le zero_lt_one ha,
+end
+
+end b_pos_and_b_lt_one
+
+@[simp] lemma logb_eq_zero :
+  logb b x = 0 ↔ b = 0 ∨ b = 1 ∨ b = -1 ∨ x = 0 ∨ x = 1 ∨ x = -1 :=
+begin
+  simp_rw [logb, div_eq_zero_iff, log_eq_zero],
+  tauto,
+end
+
+/- TODO add other limits and continuous API lemmas analogous to those in log.lean -/
+
+open_locale big_operators
+
+lemma logb_prod {α : Type*} (s : finset α) (f : α → ℝ) (hf : ∀ x ∈ s, f x ≠ 0):
+  logb b (∏ i in s, f i) = ∑ i in s, logb b (f i) :=
+begin
+  classical,
+  induction s using finset.induction_on with a s ha ih,
+  { simp },
+  simp only [finset.mem_insert, forall_eq_or_imp] at hf,
+  simp [ha, ih hf.2, logb_mul hf.1 (finset.prod_ne_zero_iff.2 hf.2)],
+end
+
+end real

src/analysis/special_functions/pow.lean

@@ -543,6 +543,16 @@ begin
   rw exp_le_exp, exact mul_le_mul_of_nonneg_left hyz (log_nonneg hx),
 end
 
+@[simp] lemma rpow_le_rpow_left_iff (hx : 1 < x) : x ^ y ≤ x ^ z ↔ y ≤ z :=
+begin
+  have x_pos : 0 < x := lt_trans zero_lt_one hx,
+  rw [←log_le_log (rpow_pos_of_pos x_pos y) (rpow_pos_of_pos x_pos z),
+      log_rpow x_pos, log_rpow x_pos, mul_le_mul_right (log_pos hx)],
+end
+
+@[simp] lemma rpow_lt_rpow_left_iff (hx : 1 < x) : x ^ y < x ^ z ↔ y < z :=
+by rw [lt_iff_not_ge', rpow_le_rpow_left_iff hx, lt_iff_not_ge']
+
 lemma rpow_lt_rpow_of_exponent_gt (hx0 : 0 < x) (hx1 : x < 1) (hyz : z < y) :
   x^y < x^z :=
 begin
@@ -557,6 +567,17 @@ begin
   rw exp_le_exp, exact mul_le_mul_of_nonpos_left hyz (log_nonpos (le_of_lt hx0) hx1),
 end
 
+@[simp] lemma rpow_le_rpow_left_iff_of_base_lt_one (hx0 : 0 < x) (hx1 : x < 1) :
+  x ^ y ≤ x ^ z ↔ z ≤ y :=
+begin
+  rw [←log_le_log (rpow_pos_of_pos hx0 y) (rpow_pos_of_pos hx0 z),
+      log_rpow hx0, log_rpow hx0, mul_le_mul_right_of_neg (log_neg hx0 hx1)],
+end
+
+@[simp] lemma rpow_lt_rpow_left_iff_of_base_lt_one (hx0 : 0 < x) (hx1 : x < 1) :
+  x ^ y < x ^ z ↔ z < y :=
+by rw [lt_iff_not_ge', rpow_le_rpow_left_iff_of_base_lt_one hx0 hx1, lt_iff_not_ge']
+
 lemma rpow_lt_one {x z : ℝ} (hx1 : 0 ≤ x) (hx2 : x < 1) (hz : 0 < z) : x^z < 1 :=
 by { rw ← one_rpow z, exact rpow_lt_rpow hx1 hx2 hz }