state stringlengths 0 159k | srcUpToTactic stringlengths 387 167k | nextTactic stringlengths 3 9k | declUpToTactic stringlengths 22 11.5k | declId stringlengths 38 95 | decl stringlengths 16 1.89k | file_tag stringlengths 17 73 |
|---|---|---|---|---|---|---|
case pos
ι : Type u
s : Finset ι
a b : ℝ≥0∞
p q : ℝ
hpq : Real.IsConjugateExponent p q
h : a = ⊤ ∨ b = ⊤
⊢ ⊤ = a ^ p * (ENNReal.ofReal p)⁻¹ + b ^ q * (ENNReal.ofReal q)⁻¹ | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | cases' h with h h | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q := by
by_cases h : a = ⊤ ∨ b = ⊤
· refine' le_trans le_top (le_of_eq _)
repeat rw [div_eq_mul... | Mathlib.Analysis.MeanInequalities.303_0.4hD1oATDjTWuML9 | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | Mathlib_Analysis_MeanInequalities |
case pos.inl
ι : Type u
s : Finset ι
a b : ℝ≥0∞
p q : ℝ
hpq : Real.IsConjugateExponent p q
h : a = ⊤
⊢ ⊤ = a ^ p * (ENNReal.ofReal p)⁻¹ + b ^ q * (ENNReal.ofReal q)⁻¹ | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [h] | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q := by
by_cases h : a = ⊤ ∨ b = ⊤
· refine' le_trans le_top (le_of_eq _)
repeat rw [div_eq_mul... | Mathlib.Analysis.MeanInequalities.303_0.4hD1oATDjTWuML9 | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | Mathlib_Analysis_MeanInequalities |
case pos.inr
ι : Type u
s : Finset ι
a b : ℝ≥0∞
p q : ℝ
hpq : Real.IsConjugateExponent p q
h : b = ⊤
⊢ ⊤ = a ^ p * (ENNReal.ofReal p)⁻¹ + b ^ q * (ENNReal.ofReal q)⁻¹ | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [h] | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q := by
by_cases h : a = ⊤ ∨ b = ⊤
· refine' le_trans le_top (le_of_eq _)
repeat rw [div_eq_mul... | Mathlib.Analysis.MeanInequalities.303_0.4hD1oATDjTWuML9 | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | Mathlib_Analysis_MeanInequalities |
case pos.inl
ι : Type u
s : Finset ι
a b : ℝ≥0∞
p q : ℝ
hpq : Real.IsConjugateExponent p q
h : a = ⊤
⊢ ⊤ = ⊤ ^ p * (ENNReal.ofReal p)⁻¹ + b ^ q * (ENNReal.ofReal q)⁻¹ | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp [h, hpq.pos, hpq.symm.pos] | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q := by
by_cases h : a = ⊤ ∨ b = ⊤
· refine' le_trans le_top (le_of_eq _)
repeat rw [div_eq_mul... | Mathlib.Analysis.MeanInequalities.303_0.4hD1oATDjTWuML9 | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | Mathlib_Analysis_MeanInequalities |
case pos.inr
ι : Type u
s : Finset ι
a b : ℝ≥0∞
p q : ℝ
hpq : Real.IsConjugateExponent p q
h : b = ⊤
⊢ ⊤ = a ^ p * (ENNReal.ofReal p)⁻¹ + ⊤ ^ q * (ENNReal.ofReal q)⁻¹ | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp [h, hpq.pos, hpq.symm.pos] | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q := by
by_cases h : a = ⊤ ∨ b = ⊤
· refine' le_trans le_top (le_of_eq _)
repeat rw [div_eq_mul... | Mathlib.Analysis.MeanInequalities.303_0.4hD1oATDjTWuML9 | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
a b : ℝ≥0∞
p q : ℝ
hpq : Real.IsConjugateExponent p q
h : ¬(a = ⊤ ∨ b = ⊤)
⊢ a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | push_neg at h | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q := by
by_cases h : a = ⊤ ∨ b = ⊤
· refine' le_trans le_top (le_of_eq _)
repeat rw [div_eq_mul... | Mathlib.Analysis.MeanInequalities.303_0.4hD1oATDjTWuML9 | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
a b : ℝ≥0∞
p q : ℝ
hpq : Real.IsConjugateExponent p q
h : a ≠ ⊤ ∧ b ≠ ⊤
⊢ a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [← coe_toNNReal h.left, ← coe_toNNReal h.right, ← coe_mul, coe_rpow_of_nonneg _ hpq.nonneg,
coe_rpow_of_nonneg _ hpq.symm.nonneg, ENNReal.ofReal, ENNReal.ofReal, ←
@coe_div (Real.toNNReal p) _ (by simp [hpq.pos]), ←
@coe_div (Real.toNNReal q) _ (by simp [hpq.symm.pos]), ← coe_add, coe_le_coe] | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q := by
by_cases h : a = ⊤ ∨ b = ⊤
· refine' le_trans le_top (le_of_eq _)
repeat rw [div_eq_mul... | Mathlib.Analysis.MeanInequalities.303_0.4hD1oATDjTWuML9 | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
a b : ℝ≥0∞
p q : ℝ
hpq : Real.IsConjugateExponent p q
h : a ≠ ⊤ ∧ b ≠ ⊤
⊢ Real.toNNReal p ≠ 0 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp [hpq.pos] | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q := by
by_cases h : a = ⊤ ∨ b = ⊤
· refine' le_trans le_top (le_of_eq _)
repeat rw [div_eq_mul... | Mathlib.Analysis.MeanInequalities.303_0.4hD1oATDjTWuML9 | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
a b : ℝ≥0∞
p q : ℝ
hpq : Real.IsConjugateExponent p q
h : a ≠ ⊤ ∧ b ≠ ⊤
⊢ Real.toNNReal q ≠ 0 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp [hpq.symm.pos] | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q := by
by_cases h : a = ⊤ ∨ b = ⊤
· refine' le_trans le_top (le_of_eq _)
repeat rw [div_eq_mul... | Mathlib.Analysis.MeanInequalities.303_0.4hD1oATDjTWuML9 | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
a b : ℝ≥0∞
p q : ℝ
hpq : Real.IsConjugateExponent p q
h : a ≠ ⊤ ∧ b ≠ ⊤
⊢ ENNReal.toNNReal a * ENNReal.toNNReal b ≤
ENNReal.toNNReal a ^ p / Real.toNNReal p + ENNReal.toNNReal b ^ q / Real.toNNReal q | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | exact NNReal.young_inequality_real a.toNNReal b.toNNReal hpq | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q := by
by_cases h : a = ⊤ ∨ b = ⊤
· refine' le_trans le_top (le_of_eq _)
repeat rw [div_eq_mul... | Mathlib.Analysis.MeanInequalities.303_0.4hD1oATDjTWuML9 | /-- Young's inequality, `ℝ≥0∞` version with real conjugate exponents. -/
theorem young_inequality (a b : ℝ≥0∞) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
a * b ≤ a ^ p / ENNReal.ofReal p + b ^ q / ENNReal.ofReal q | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p ≤ 1
hg : ∑ i in s, g i ^ q ≤ 1
⊢ ∑ i in s, f i * g i ≤ 1 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have hp_ne_zero : Real.toNNReal p ≠ 0 := (zero_lt_one.trans hpq.one_lt_nnreal).ne.symm | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 := by
| Mathlib.Analysis.MeanInequalities.330_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p ≤ 1
hg : ∑ i in s, g i ^ q ≤ 1
hp_ne_zero : Real.toNNReal p ≠ 0
⊢ ∑ i in s, f i * g i ≤ 1 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have hq_ne_zero : Real.toNNReal q ≠ 0 := (zero_lt_one.trans hpq.symm.one_lt_nnreal).ne.symm | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 := by
have hp_ne_zero : Real.toNNReal p ≠ 0 := (zero_lt_one.trans hpq.one_lt_nnreal).ne.symm
| Mathlib.Analysis.MeanInequalities.330_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p ≤ 1
hg : ∑ i in s, g i ^ q ≤ 1
hp_ne_zero : Real.toNNReal p ≠ 0
hq_ne_zero : Real.toNNReal q ≠ 0
⊢ ∑ i in s, f i * g i ≤ 1 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | calc
∑ i in s, f i * g i ≤ ∑ i in s, (f i ^ p / Real.toNNReal p + g i ^ q / Real.toNNReal q) :=
Finset.sum_le_sum fun i _ => young_inequality_real (f i) (g i) hpq
_ = (∑ i in s, f i ^ p) / Real.toNNReal p + (∑ i in s, g i ^ q) / Real.toNNReal q := by
rw [sum_add_distrib, sum_div, sum_div]
_ ≤ 1 ... | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 := by
have hp_ne_zero : Real.toNNReal p ≠ 0 := (zero_lt_one.trans hpq.one_lt_nnreal).ne.symm
have hq_ne_zero : Real.... | Mathlib.Analysis.MeanInequalities.330_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p ≤ 1
hg : ∑ i in s, g i ^ q ≤ 1
hp_ne_zero : Real.toNNReal p ≠ 0
hq_ne_zero : Real.toNNReal q ≠ 0
⊢ ∑ i in s, (f i ^ p / Real.toNNReal p + g i ^ q / Real.toNNReal q) =
(∑ i in s, f i ^ p) / Real.toNNReal p + (∑ i ... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [sum_add_distrib, sum_div, sum_div] | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 := by
have hp_ne_zero : Real.toNNReal p ≠ 0 := (zero_lt_one.trans hpq.one_lt_nnreal).ne.symm
have hq_ne_zero : Real.... | Mathlib.Analysis.MeanInequalities.330_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p ≤ 1
hg : ∑ i in s, g i ^ q ≤ 1
hp_ne_zero : Real.toNNReal p ≠ 0
hq_ne_zero : Real.toNNReal q ≠ 0
⊢ (∑ i in s, f i ^ p) / Real.toNNReal p + (∑ i in s, g i ^ q) / Real.toNNReal q ≤
1 / Real.toNNReal p + 1 / Real.to... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | refine' add_le_add _ _ | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 := by
have hp_ne_zero : Real.toNNReal p ≠ 0 := (zero_lt_one.trans hpq.one_lt_nnreal).ne.symm
have hq_ne_zero : Real.... | Mathlib.Analysis.MeanInequalities.330_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 | Mathlib_Analysis_MeanInequalities |
case refine'_1
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p ≤ 1
hg : ∑ i in s, g i ^ q ≤ 1
hp_ne_zero : Real.toNNReal p ≠ 0
hq_ne_zero : Real.toNNReal q ≠ 0
⊢ (∑ i in s, f i ^ p) / Real.toNNReal p ≤ 1 / Real.toNNReal p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rwa [div_le_iff hp_ne_zero, div_mul_cancel _ hp_ne_zero] | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 := by
have hp_ne_zero : Real.toNNReal p ≠ 0 := (zero_lt_one.trans hpq.one_lt_nnreal).ne.symm
have hq_ne_zero : Real.... | Mathlib.Analysis.MeanInequalities.330_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 | Mathlib_Analysis_MeanInequalities |
case refine'_2
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p ≤ 1
hg : ∑ i in s, g i ^ q ≤ 1
hp_ne_zero : Real.toNNReal p ≠ 0
hq_ne_zero : Real.toNNReal q ≠ 0
⊢ (∑ i in s, g i ^ q) / Real.toNNReal q ≤ 1 / Real.toNNReal q | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rwa [div_le_iff hq_ne_zero, div_mul_cancel _ hq_ne_zero] | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 := by
have hp_ne_zero : Real.toNNReal p ≠ 0 := (zero_lt_one.trans hpq.one_lt_nnreal).ne.symm
have hq_ne_zero : Real.... | Mathlib.Analysis.MeanInequalities.330_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_le_one (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p ≤ 1) (hg : ∑ i in s, g i ^ q ≤ 1) :
∑ i in s, f i * g i ≤ 1 | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p = 0
⊢ ∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp only [hf, hpq.ne_zero, one_div, sum_eq_zero_iff, zero_rpow, zero_mul,
inv_eq_zero, Ne.def, not_false_iff, le_zero_iff, mul_eq_zero] | private theorem inner_le_Lp_mul_Lp_of_norm_eq_zero (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p = 0) :
∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) := by
| Mathlib.Analysis.MeanInequalities.346_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_eq_zero (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p = 0) :
∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p = 0
⊢ ∀ x ∈ s, f x = 0 ∨ g x = 0 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | intro i his | private theorem inner_le_Lp_mul_Lp_of_norm_eq_zero (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p = 0) :
∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) := by
simp only [hf, hpq.ne_zero, one_div, sum_eq_zero_iff, zero_rpow, zero_mul,
i... | Mathlib.Analysis.MeanInequalities.346_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_eq_zero (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p = 0) :
∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p = 0
i : ι
his : i ∈ s
⊢ f i = 0 ∨ g i = 0 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | left | private theorem inner_le_Lp_mul_Lp_of_norm_eq_zero (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p = 0) :
∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) := by
simp only [hf, hpq.ne_zero, one_div, sum_eq_zero_iff, zero_rpow, zero_mul,
i... | Mathlib.Analysis.MeanInequalities.346_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_eq_zero (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p = 0) :
∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | Mathlib_Analysis_MeanInequalities |
case h
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p = 0
i : ι
his : i ∈ s
⊢ f i = 0 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [sum_eq_zero_iff] at hf | private theorem inner_le_Lp_mul_Lp_of_norm_eq_zero (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p = 0) :
∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) := by
simp only [hf, hpq.ne_zero, one_div, sum_eq_zero_iff, zero_rpow, zero_mul,
i... | Mathlib.Analysis.MeanInequalities.346_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_eq_zero (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p = 0) :
∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | Mathlib_Analysis_MeanInequalities |
case h
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∀ x ∈ s, f x ^ p = 0
i : ι
his : i ∈ s
⊢ f i = 0 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | exact (rpow_eq_zero_iff.mp (hf i his)).left | private theorem inner_le_Lp_mul_Lp_of_norm_eq_zero (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p = 0) :
∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) := by
simp only [hf, hpq.ne_zero, one_div, sum_eq_zero_iff, zero_rpow, zero_mul,
i... | Mathlib.Analysis.MeanInequalities.346_0.4hD1oATDjTWuML9 | private theorem inner_le_Lp_mul_Lp_of_norm_eq_zero (f g : ι → ℝ≥0) {p q : ℝ}
(hpq : p.IsConjugateExponent q) (hf : ∑ i in s, f i ^ p = 0) :
∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
⊢ ∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | by_cases hF_zero : ∑ i in s, f i ^ p = 0 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case pos
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : ∑ i in s, f i ^ p = 0
⊢ ∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | exact inner_le_Lp_mul_Lp_of_norm_eq_zero s f g hpq hF_zero | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
⊢ ∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | by_cases hG_zero : ∑ i in s, g i ^ q = 0 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case pos
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : ∑ i in s, g i ^ q = 0
⊢ ∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | calc
∑ i in s, f i * g i = ∑ i in s, g i * f i := by
congr with i
rw [mul_comm]
_ ≤ (∑ i in s, g i ^ q) ^ (1 / q) * (∑ i in s, f i ^ p) ^ (1 / p) :=
(inner_le_Lp_mul_Lp_of_norm_eq_zero s g f hpq.symm hG_zero)
_ = (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) := ... | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : ∑ i in s, g i ^ q = 0
⊢ ∑ i in s, f i * g i = ∑ i in s, g i * f i | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | congr with i | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case e_f.h.a
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : ∑ i in s, g i ^ q = 0
i : ι
⊢ ↑(f i * g i) = ↑(g i * f i) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [mul_comm] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
⊢ ∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | let f' i := f i / (∑ i in s, f i ^ p) ^ (1 / p) | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
⊢ ∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | let g' i := g i / (∑ i in s, g i ^ q) ^ (1 / q) | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
⊢ ∑ i in s, f i * g i ≤ (∑ i in s, f i ^ p... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | suffices (∑ i in s, f' i * g' i) ≤ 1 by
simp_rw [div_mul_div_comm, ← sum_div] at this
rwa [div_le_iff, one_mul] at this
refine' mul_ne_zero _ _
· rw [Ne.def, rpow_eq_zero_iff, not_and_or]
exact Or.inl hF_zero
· rw [Ne.def, rpow_eq_zero_iff, not_and_or]
exact Or.inl hG_zero | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
this : ∑ i in s, f' i * g' i ≤ 1
⊢ ∑ i in s, f i * ... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp_rw [div_mul_div_comm, ← sum_div] at this | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
this : (∑ i in s, f i * g i) / ((∑ i in s, f i ^ p)... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rwa [div_le_iff, one_mul] at this | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
this : (∑ i in s, f i * g i) / ((∑ i in s, f i ^ p)... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | refine' mul_ne_zero _ _ | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case refine'_1
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
this : (∑ i in s, f i * g i) / ((∑ i... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [Ne.def, rpow_eq_zero_iff, not_and_or] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case refine'_1
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
this : (∑ i in s, f i * g i) / ((∑ i... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | exact Or.inl hF_zero | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case refine'_2
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
this : (∑ i in s, f i * g i) / ((∑ i... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [Ne.def, rpow_eq_zero_iff, not_and_or] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case refine'_2
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
this : (∑ i in s, f i * g i) / ((∑ i... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | exact Or.inl hG_zero | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
⊢ ∑ i in s, f' i * g' i ≤ 1 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | refine' inner_le_Lp_mul_Lp_of_norm_le_one s f' g' hpq (le_of_eq _) (le_of_eq _) | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case neg.refine'_1
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
⊢ ∑ i in s, f' i ^ p = 1 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp_rw [div_rpow, ← sum_div, ← rpow_mul, one_div, inv_mul_cancel hpq.ne_zero, rpow_one,
div_self hF_zero] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
case neg.refine'_2
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hF_zero : · i in s, f i ^ p = 0
hG_zero : · i in s, g i ^ q = 0
f' : ι → ℝ≥0 := fun i => f i / (∑ i in s, f i ^ p) ^ (1 / p)
g' : ι → ℝ≥0 := fun i => g i / (∑ i in s, g i ^ q) ^ (1 / q)
⊢ ∑ i in s, g' i ^ q = 1 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp_rw [div_rpow, ← sum_div, ← rpow_mul, one_div, inv_mul_cancel hpq.symm.ne_zero,
rpow_one, div_self hG_zero] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib.Analysis.MeanInequalities.356_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. Version for sums over finite sets,
with `ℝ≥0`-valued functions. -/
theorem inner_le_Lp_mul_Lq (f g : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
∑ i ... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
⊢ (Summable fun i => f i * g i) ∧
∑' (i : ι), f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have H₁ : ∀ s : Finset ι,
∑ i in s, f i * g i ≤ (∑' i, f i ^ p) ^ (1 / p) * (∑' i, g i ^ q) ^ (1 / q) := by
intro s
refine' le_trans (inner_le_Lp_mul_Lq s f g hpq) (mul_le_mul _ _ bot_le bot_le)
· rw [NNReal.rpow_le_rpow_iff (one_div_pos.mpr hpq.pos)]
exact sum_le_tsum _ (fun _ _ => zero_le _) h... | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
⊢ ∀ (s : Finset ι), ∑ i in s, f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | intro s | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s✝ : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
s : Finset ι
⊢ ∑ i in s, f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | refine' le_trans (inner_le_Lp_mul_Lq s f g hpq) (mul_le_mul _ _ bot_le bot_le) | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
case refine'_1
ι : Type u
s✝ : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
s : Finset ι
⊢ (∑ i in s, f i ^ p) ^ (1 / p) ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [NNReal.rpow_le_rpow_iff (one_div_pos.mpr hpq.pos)] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
case refine'_1
ι : Type u
s✝ : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
s : Finset ι
⊢ ∑ i in s, f i ^ p ≤ ∑' (i : ι), f i ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | exact sum_le_tsum _ (fun _ _ => zero_le _) hf | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
case refine'_2
ι : Type u
s✝ : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
s : Finset ι
⊢ (∑ i in s, g i ^ q) ^ (1 / q) ≤ (∑' (i : ι), g i ^ q) ^ (1 / q) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [NNReal.rpow_le_rpow_iff (one_div_pos.mpr hpq.symm.pos)] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
case refine'_2
ι : Type u
s✝ : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
s : Finset ι
⊢ ∑ i in s, g i ^ q ≤ ∑' (i : ι), g i ^ q | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | exact sum_le_tsum _ (fun _ _ => zero_le _) hg | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
H₁ : ∀ (s : Finset ι), ∑ i in s, f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
⊢ (Summable fun i => f i * g i) ∧
∑' (i : ι), f i * g i ≤ (∑' ... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have bdd : BddAbove (Set.range fun s => ∑ i in s, f i * g i) := by
refine' ⟨(∑' i, f i ^ p) ^ (1 / p) * (∑' i, g i ^ q) ^ (1 / q), _⟩
rintro a ⟨s, rfl⟩
exact H₁ s | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
H₁ : ∀ (s : Finset ι), ∑ i in s, f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
⊢ BddAbove (Set.range fun s => ∑ i in s, f i * g i) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | refine' ⟨(∑' i, f i ^ p) ^ (1 / p) * (∑' i, g i ^ q) ^ (1 / q), _⟩ | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
H₁ : ∀ (s : Finset ι), ∑ i in s, f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
⊢ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rintro a ⟨s, rfl⟩ | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
case intro
ι : Type u
s✝ : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
H₁ : ∀ (s : Finset ι), ∑ i in s, f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
s : Finset ι
⊢ (fun s => ∑ i in s, f i * g i) s ≤ (∑' ... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | exact H₁ s | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
H₁ : ∀ (s : Finset ι), ∑ i in s, f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
bdd : BddAbove (Set.range fun s => ∑ i in s, f i * g i)
⊢ (Summabl... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have H₂ : Summable _ := (hasSum_of_isLUB _ (isLUB_ciSup bdd)).summable | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ q
H₁ : ∀ (s : Finset ι), ∑ i in s, f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
bdd : BddAbove (Set.range fun s => ∑ i in s, f i * g i)
H₂ : Summa... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | exact ⟨H₂, tsum_le_of_sum_le H₂ H₁⟩ | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib.Analysis.MeanInequalities.388_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are already expressed as
`p`-th powers, see `inner_le_Lp_mul_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
A B : ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : HasSum (fun i => f i ^ p) (A ^ p)
hg : HasSum (fun i => g i ^ q) (B ^ q)
⊢ ∃ C ≤ A * B, HasSum (fun i => f i * g i) C | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | obtain ⟨H₁, H₂⟩ := inner_le_Lp_mul_Lq_tsum hpq hf.summable hg.summable | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib.Analysis.MeanInequalities.424_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib_Analysis_MeanInequalities |
case intro
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
A B : ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : HasSum (fun i => f i ^ p) (A ^ p)
hg : HasSum (fun i => g i ^ q) (B ^ q)
H₁ : Summable fun i => f i * g i
H₂ : ∑' (i : ι), f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
⊢ ∃ C ≤ A * ... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have hA : A = (∑' i : ι, f i ^ p) ^ (1 / p) := by rw [hf.tsum_eq, rpow_inv_rpow_self hpq.ne_zero] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib.Analysis.MeanInequalities.424_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
A B : ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : HasSum (fun i => f i ^ p) (A ^ p)
hg : HasSum (fun i => g i ^ q) (B ^ q)
H₁ : Summable fun i => f i * g i
H₂ : ∑' (i : ι), f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
⊢ A = (∑' (i : ι), f i ... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [hf.tsum_eq, rpow_inv_rpow_self hpq.ne_zero] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib.Analysis.MeanInequalities.424_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib_Analysis_MeanInequalities |
case intro
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
A B : ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : HasSum (fun i => f i ^ p) (A ^ p)
hg : HasSum (fun i => g i ^ q) (B ^ q)
H₁ : Summable fun i => f i * g i
H₂ : ∑' (i : ι), f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
hA : A = (∑'... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have hB : B = (∑' i : ι, g i ^ q) ^ (1 / q) := by
rw [hg.tsum_eq, rpow_inv_rpow_self hpq.symm.ne_zero] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib.Analysis.MeanInequalities.424_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
A B : ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : HasSum (fun i => f i ^ p) (A ^ p)
hg : HasSum (fun i => g i ^ q) (B ^ q)
H₁ : Summable fun i => f i * g i
H₂ : ∑' (i : ι), f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
hA : A = (∑' (i : ι), f... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [hg.tsum_eq, rpow_inv_rpow_self hpq.symm.ne_zero] | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib.Analysis.MeanInequalities.424_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib_Analysis_MeanInequalities |
case intro
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
A B : ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : HasSum (fun i => f i ^ p) (A ^ p)
hg : HasSum (fun i => g i ^ q) (B ^ q)
H₁ : Summable fun i => f i * g i
H₂ : ∑' (i : ι), f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
hA : A = (∑'... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | refine' ⟨∑' i, f i * g i, _, _⟩ | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib.Analysis.MeanInequalities.424_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib_Analysis_MeanInequalities |
case intro.refine'_1
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
A B : ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : HasSum (fun i => f i ^ p) (A ^ p)
hg : HasSum (fun i => g i ^ q) (B ^ q)
H₁ : Summable fun i => f i * g i
H₂ : ∑' (i : ι), f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
hA... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simpa [hA, hB] using H₂ | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib.Analysis.MeanInequalities.424_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib_Analysis_MeanInequalities |
case intro.refine'_2
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
A B : ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : HasSum (fun i => f i ^ p) (A ^ p)
hg : HasSum (fun i => g i ^ q) (B ^ q)
H₁ : Summable fun i => f i * g i
H₂ : ∑' (i : ι), f i * g i ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) * (∑' (i : ι), g i ^ q) ^ (1 / q)
hA... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simpa only [rpow_self_rpow_inv hpq.ne_zero] using H₁.hasSum | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib.Analysis.MeanInequalities.424_0.4hD1oATDjTWuML9 | /-- Hölder inequality: the scalar product of two functions is bounded by the product of their
`L^p` and `L^q` norms when `p` and `q` are conjugate exponents. A version for `NNReal`-valued
functions. For an alternative version, convenient if the infinite sums are not already expressed as
`p`-th powers, see `inner_le_Lp_... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p : ℝ
hp : 1 ≤ p
⊢ (∑ i in s, f i) ^ p ≤ ↑(card s) ^ (p - 1) * ∑ i in s, f i ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | cases' eq_or_lt_of_le hp with hp hp | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib.Analysis.MeanInequalities.440_0.4hD1oATDjTWuML9 | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib_Analysis_MeanInequalities |
case inl
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 = p
⊢ (∑ i in s, f i) ^ p ≤ ↑(card s) ^ (p - 1) * ∑ i in s, f i ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp [← hp] | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib.Analysis.MeanInequalities.440_0.4hD1oATDjTWuML9 | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib_Analysis_MeanInequalities |
case inr
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
⊢ (∑ i in s, f i) ^ p ≤ ↑(card s) ^ (p - 1) * ∑ i in s, f i ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | let q : ℝ := p / (p - 1) | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib.Analysis.MeanInequalities.440_0.4hD1oATDjTWuML9 | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib_Analysis_MeanInequalities |
case inr
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
q : ℝ := p / (p - 1)
⊢ (∑ i in s, f i) ^ p ≤ ↑(card s) ^ (p - 1) * ∑ i in s, f i ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have hpq : p.IsConjugateExponent q := by rw [Real.isConjugateExponent_iff hp] | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib.Analysis.MeanInequalities.440_0.4hD1oATDjTWuML9 | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
q : ℝ := p / (p - 1)
⊢ Real.IsConjugateExponent p q | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [Real.isConjugateExponent_iff hp] | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib.Analysis.MeanInequalities.440_0.4hD1oATDjTWuML9 | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib_Analysis_MeanInequalities |
case inr
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
q : ℝ := p / (p - 1)
hpq : Real.IsConjugateExponent p q
⊢ (∑ i in s, f i) ^ p ≤ ↑(card s) ^ (p - 1) * ∑ i in s, f i ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have hp₁ : 1 / p * p = 1 := one_div_mul_cancel hpq.ne_zero | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib.Analysis.MeanInequalities.440_0.4hD1oATDjTWuML9 | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib_Analysis_MeanInequalities |
case inr
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
q : ℝ := p / (p - 1)
hpq : Real.IsConjugateExponent p q
hp₁ : 1 / p * p = 1
⊢ (∑ i in s, f i) ^ p ≤ ↑(card s) ^ (p - 1) * ∑ i in s, f i ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have hq : 1 / q * p = p - 1 := by
rw [← hpq.div_conj_eq_sub_one]
ring | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib.Analysis.MeanInequalities.440_0.4hD1oATDjTWuML9 | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
q : ℝ := p / (p - 1)
hpq : Real.IsConjugateExponent p q
hp₁ : 1 / p * p = 1
⊢ 1 / q * p = p - 1 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [← hpq.div_conj_eq_sub_one] | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib.Analysis.MeanInequalities.440_0.4hD1oATDjTWuML9 | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
q : ℝ := p / (p - 1)
hpq : Real.IsConjugateExponent p q
hp₁ : 1 / p * p = 1
⊢ 1 / q * p = p / q | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | ring | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib.Analysis.MeanInequalities.440_0.4hD1oATDjTWuML9 | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib_Analysis_MeanInequalities |
case inr
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
q : ℝ := p / (p - 1)
hpq : Real.IsConjugateExponent p q
hp₁ : 1 / p * p = 1
hq : 1 / q * p = p - 1
⊢ (∑ i in s, f i) ^ p ≤ ↑(card s) ^ (p - 1) * ∑ i in s, f i ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simpa only [NNReal.mul_rpow, ← NNReal.rpow_mul, hp₁, hq, one_mul, one_rpow, rpow_one,
Pi.one_apply, sum_const, Nat.smul_one_eq_coe] using
NNReal.rpow_le_rpow (inner_le_Lp_mul_Lq s 1 f hpq.symm) hpq.nonneg | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib.Analysis.MeanInequalities.440_0.4hD1oATDjTWuML9 | /-- For `1 ≤ p`, the `p`-th power of the sum of `f i` is bounded above by a constant times the
sum of the `p`-th powers of `f i`. Version for sums over finite sets, with `ℝ≥0`-valued functions.
-/
theorem rpow_sum_le_const_mul_sum_rpow (f : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, f i) ^ p ≤ (card s : ℝ≥0) ^ (p -... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
⊢ IsGreatest ((fun g => ∑ i in s, f i * g i) '' {g | ∑ i in s, g i ^ q ≤ 1}) ((∑ i in s, f i ^ p) ^ (1 / p)) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | constructor | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case left
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
⊢ (∑ i in s, f i ^ p) ^ (1 / p) ∈ (fun g => ∑ i in s, f i * g i) '' {g | ∑ i in s, g i ^ q ≤ 1} | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | use fun i => f i ^ p / f i / (∑ i in s, f i ^ p) ^ (1 / q) | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case h
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
⊢ (fun i => f i ^ p / f i / (∑ i in s, f i ^ p) ^ (1 / q)) ∈ {g | ∑ i in s, g i ^ q ≤ 1} ∧
((fun g => ∑ i in s, f i * g i) fun i => f i ^ p / f i / (∑ i in s, f i ^ p) ^ (1 / q)) =
(∑ i in s, f i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | by_cases hf : ∑ i in s, f i ^ p = 0 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case pos
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : ∑ i in s, f i ^ p = 0
⊢ (fun i => f i ^ p / f i / (∑ i in s, f i ^ p) ^ (1 / q)) ∈ {g | ∑ i in s, g i ^ q ≤ 1} ∧
((fun g => ∑ i in s, f i * g i) fun i => f i ^ p / f i / (∑ i in s, f i ^ p) ^ (1 / q)) =
(∑ i in s, f i... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp [hf, hpq.ne_zero, hpq.symm.ne_zero] | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : · i in s, f i ^ p = 0
⊢ (fun i => f i ^ p / f i / (∑ i in s, f i ^ p) ^ (1 / q)) ∈ {g | ∑ i in s, g i ^ q ≤ 1} ∧
((fun g => ∑ i in s, f i * g i) fun i => f i ^ p / f i / (∑ i in s, f i ^ p) ^ (1 / q)) =
(∑ i in s, f ... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have A : p + q - q ≠ 0 := by simp [hpq.ne_zero] | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : · i in s, f i ^ p = 0
⊢ p + q - q ≠ 0 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp [hpq.ne_zero] | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : · i in s, f i ^ p = 0
A : p + q - q ≠ 0
⊢ (fun i => f i ^ p / f i / (∑ i in s, f i ^ p) ^ (1 / q)) ∈ {g | ∑ i in s, g i ^ q ≤ 1} ∧
((fun g => ∑ i in s, f i * g i) fun i => f i ^ p / f i / (∑ i in s, f i ^ p) ^ (1 / q)) =
... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have B : ∀ y : ℝ≥0, y * y ^ p / y = y ^ p := by
refine' fun y => mul_div_cancel_left_of_imp fun h => _
simp [h, hpq.ne_zero] | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : · i in s, f i ^ p = 0
A : p + q - q ≠ 0
⊢ ∀ (y : ℝ≥0), y * y ^ p / y = y ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | refine' fun y => mul_div_cancel_left_of_imp fun h => _ | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : · i in s, f i ^ p = 0
A : p + q - q ≠ 0
y : ℝ≥0
h : y = 0
⊢ y ^ p = 0 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp [h, hpq.ne_zero] | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : · i in s, f i ^ p = 0
A : p + q - q ≠ 0
B : ∀ (y : ℝ≥0), y * y ^ p / y = y ^ p
⊢ (fun i => f i ^ p / f i / (∑ i in s, f i ^ p) ^ (1 / q)) ∈ {g | ∑ i in s, g i ^ q ≤ 1} ∧
((fun g => ∑ i in s, f i * g i) fun i => f i ^ p / f... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp only [Set.mem_setOf_eq, div_rpow, ← sum_div, ← rpow_mul,
div_mul_cancel _ hpq.symm.ne_zero, rpow_one, div_le_iff hf, one_mul, hpq.mul_eq_add, ←
rpow_sub' _ A, _root_.add_sub_cancel, le_refl, true_and_iff, ← mul_div_assoc, B] | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : · i in s, f i ^ p = 0
A : p + q - q ≠ 0
B : ∀ (y : ℝ≥0), y * y ^ p / y = y ^ p
⊢ (∑ i in s, f i ^ p) / (∑ i in s, f i ^ p) ^ (1 / q) = (∑ i in s, f i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [div_eq_iff, ← rpow_add hf, hpq.inv_add_inv_conj, rpow_one] | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case neg
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
hf : · i in s, f i ^ p = 0
A : p + q - q ≠ 0
B : ∀ (y : ℝ≥0), y * y ^ p / y = y ^ p
⊢ (∑ i in s, f i ^ p) ^ (1 / q) ≠ 0 | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simpa [hpq.symm.ne_zero] using hf | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case right
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
⊢ (∑ i in s, f i ^ p) ^ (1 / p) ∈ upperBounds ((fun g => ∑ i in s, f i * g i) '' {g | ∑ i in s, g i ^ q ≤ 1}) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rintro _ ⟨g, hg, rfl⟩ | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case right.intro.intro
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
g : ι → ℝ≥0
hg : g ∈ {g | ∑ i in s, g i ^ q ≤ 1}
⊢ (fun g => ∑ i in s, f i * g i) g ≤ (∑ i in s, f i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | apply le_trans (inner_le_Lp_mul_Lq s f g hpq) | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
case right.intro.intro
ι : Type u
s : Finset ι
f : ι → ℝ≥0
p q : ℝ
hpq : Real.IsConjugateExponent p q
g : ι → ℝ≥0
hg : g ∈ {g | ∑ i in s, g i ^ q ≤ 1}
⊢ (∑ i in s, f i ^ p) ^ (1 / p) * (∑ i in s, g i ^ q) ^ (1 / q) ≤ (∑ i in s, f i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simpa only [mul_one] using
mul_le_mul_left' (NNReal.rpow_le_one hg (le_of_lt hpq.symm.one_div_pos)) _ | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib.Analysis.MeanInequalities.458_0.4hD1oATDjTWuML9 | /-- The `L_p` seminorm of a vector `f` is the greatest value of the inner product
`∑ i in s, f i * g i` over functions `g` of `L_q` seminorm less than or equal to one. -/
theorem isGreatest_Lp (f : ι → ℝ≥0) {p q : ℝ} (hpq : p.IsConjugateExponent q) :
IsGreatest ((fun g : ι → ℝ≥0 => ∑ i in s, f i * g i) '' { g | ∑ i... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp : 1 ≤ p
⊢ (∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤ (∑ i in s, f i ^ p) ^ (1 / p) + (∑ i in s, g i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rcases eq_or_lt_of_le hp with (rfl | hp) | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib.Analysis.MeanInequalities.482_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib_Analysis_MeanInequalities |
case inl
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
hp : 1 ≤ 1
⊢ (∑ i in s, (f i + g i) ^ 1) ^ (1 / 1) ≤ (∑ i in s, f i ^ 1) ^ (1 / 1) + (∑ i in s, g i ^ 1) ^ (1 / 1) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp [Finset.sum_add_distrib] | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib.Analysis.MeanInequalities.482_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib_Analysis_MeanInequalities |
case inr
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
⊢ (∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤ (∑ i in s, f i ^ p) ^ (1 / p) + (∑ i in s, g i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have hpq := Real.isConjugateExponent_conjugateExponent hp | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib.Analysis.MeanInequalities.482_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib_Analysis_MeanInequalities |
case inr
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
hpq : Real.IsConjugateExponent p (Real.conjugateExponent p)
⊢ (∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤ (∑ i in s, f i ^ p) ^ (1 / p) + (∑ i in s, g i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have := isGreatest_Lp s (f + g) hpq | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib.Analysis.MeanInequalities.482_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib_Analysis_MeanInequalities |
case inr
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
hpq : Real.IsConjugateExponent p (Real.conjugateExponent p)
this :
IsGreatest ((fun g_1 => ∑ i in s, (f + g) i * g_1 i) '' {g | ∑ i in s, g i ^ Real.conjugateExponent p ≤ 1})
((∑ i in s, (f + g) i ^ p) ^ (1 / p))
⊢ (∑ i in s, (f i + g i) ... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | simp only [Pi.add_apply, add_mul, sum_add_distrib] at this | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib.Analysis.MeanInequalities.482_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib_Analysis_MeanInequalities |
case inr
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
hpq : Real.IsConjugateExponent p (Real.conjugateExponent p)
this :
IsGreatest
((fun a => ∑ x in s, f x * a x + ∑ x in s, g x * a x) '' {g | ∑ i in s, g i ^ Real.conjugateExponent p ≤ 1})
((∑ x in s, (f x + g x) ^ p) ^ (1 / p))
⊢ (∑ i ... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rcases this.1 with ⟨φ, hφ, H⟩ | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib.Analysis.MeanInequalities.482_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib_Analysis_MeanInequalities |
case inr.intro.intro
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
hpq : Real.IsConjugateExponent p (Real.conjugateExponent p)
this :
IsGreatest
((fun a => ∑ x in s, f x * a x + ∑ x in s, g x * a x) '' {g | ∑ i in s, g i ^ Real.conjugateExponent p ≤ 1})
((∑ x in s, (f x + g x) ^ p) ^ (1 /... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [← H] | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib.Analysis.MeanInequalities.482_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib_Analysis_MeanInequalities |
case inr.intro.intro
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp✝ : 1 ≤ p
hp : 1 < p
hpq : Real.IsConjugateExponent p (Real.conjugateExponent p)
this :
IsGreatest
((fun a => ∑ x in s, f x * a x + ∑ x in s, g x * a x) '' {g | ∑ i in s, g i ^ Real.conjugateExponent p ≤ 1})
((∑ x in s, (f x + g x) ^ p) ^ (1 /... | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | exact
add_le_add ((isGreatest_Lp s f hpq).2 ⟨φ, hφ, rfl⟩) ((isGreatest_Lp s g hpq).2 ⟨φ, hφ, rfl⟩) | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib.Analysis.MeanInequalities.482_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the sum of two vectors is less than or equal
to the sum of the `L_p`-seminorms of the summands. A version for `NNReal`-valued functions. -/
theorem Lp_add_le (f g : ι → ℝ≥0) {p : ℝ} (hp : 1 ≤ p) :
(∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤
(∑ i in s, f i ^ p) ^ (1 ... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp : 1 ≤ p
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ p
⊢ (Summable fun i => (f i + g i) ^ p) ∧
(∑' (i : ι), (f i + g i) ^ p) ^ (1 / p) ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) + (∑' (i : ι), g i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have pos : 0 < p := lt_of_lt_of_le zero_lt_one hp | /-- Minkowski inequality: the `L_p` seminorm of the infinite sum of two vectors is less than or
equal to the infinite sum of the `L_p`-seminorms of the summands, if these infinite sums both
exist. A version for `NNReal`-valued functions. For an alternative version, convenient if the
infinite sums are already expressed ... | Mathlib.Analysis.MeanInequalities.499_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the infinite sum of two vectors is less than or
equal to the infinite sum of the `L_p`-seminorms of the summands, if these infinite sums both
exist. A version for `NNReal`-valued functions. For an alternative version, convenient if the
infinite sums are already expressed ... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp : 1 ≤ p
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ p
pos : 0 < p
⊢ (Summable fun i => (f i + g i) ^ p) ∧
(∑' (i : ι), (f i + g i) ^ p) ^ (1 / p) ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) + (∑' (i : ι), g i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | have H₁ : ∀ s : Finset ι,
(∑ i in s, (f i + g i) ^ p) ≤
((∑' i, f i ^ p) ^ (1 / p) + (∑' i, g i ^ p) ^ (1 / p)) ^ p := by
intro s
rw [← NNReal.rpow_one_div_le_iff pos]
refine' le_trans (Lp_add_le s f g hp) (add_le_add _ _) <;>
rw [NNReal.rpow_le_rpow_iff (one_div_pos.mpr pos)] <;>
... | /-- Minkowski inequality: the `L_p` seminorm of the infinite sum of two vectors is less than or
equal to the infinite sum of the `L_p`-seminorms of the summands, if these infinite sums both
exist. A version for `NNReal`-valued functions. For an alternative version, convenient if the
infinite sums are already expressed ... | Mathlib.Analysis.MeanInequalities.499_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the infinite sum of two vectors is less than or
equal to the infinite sum of the `L_p`-seminorms of the summands, if these infinite sums both
exist. A version for `NNReal`-valued functions. For an alternative version, convenient if the
infinite sums are already expressed ... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp : 1 ≤ p
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ p
pos : 0 < p
⊢ ∀ (s : Finset ι), ∑ i in s, (f i + g i) ^ p ≤ ((∑' (i : ι), f i ^ p) ^ (1 / p) + (∑' (i : ι), g i ^ p) ^ (1 / p)) ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | intro s | /-- Minkowski inequality: the `L_p` seminorm of the infinite sum of two vectors is less than or
equal to the infinite sum of the `L_p`-seminorms of the summands, if these infinite sums both
exist. A version for `NNReal`-valued functions. For an alternative version, convenient if the
infinite sums are already expressed ... | Mathlib.Analysis.MeanInequalities.499_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the infinite sum of two vectors is less than or
equal to the infinite sum of the `L_p`-seminorms of the summands, if these infinite sums both
exist. A version for `NNReal`-valued functions. For an alternative version, convenient if the
infinite sums are already expressed ... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s✝ : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp : 1 ≤ p
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ p
pos : 0 < p
s : Finset ι
⊢ ∑ i in s, (f i + g i) ^ p ≤ ((∑' (i : ι), f i ^ p) ^ (1 / p) + (∑' (i : ι), g i ^ p) ^ (1 / p)) ^ p | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | rw [← NNReal.rpow_one_div_le_iff pos] | /-- Minkowski inequality: the `L_p` seminorm of the infinite sum of two vectors is less than or
equal to the infinite sum of the `L_p`-seminorms of the summands, if these infinite sums both
exist. A version for `NNReal`-valued functions. For an alternative version, convenient if the
infinite sums are already expressed ... | Mathlib.Analysis.MeanInequalities.499_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the infinite sum of two vectors is less than or
equal to the infinite sum of the `L_p`-seminorms of the summands, if these infinite sums both
exist. A version for `NNReal`-valued functions. For an alternative version, convenient if the
infinite sums are already expressed ... | Mathlib_Analysis_MeanInequalities |
ι : Type u
s✝ : Finset ι
f g : ι → ℝ≥0
p : ℝ
hp : 1 ≤ p
hf : Summable fun i => f i ^ p
hg : Summable fun i => g i ^ p
pos : 0 < p
s : Finset ι
⊢ (∑ i in s, (f i + g i) ^ p) ^ (1 / p) ≤ (∑' (i : ι), f i ^ p) ^ (1 / p) + (∑' (i : ι), g i ^ p) ^ (1 / p) | /-
Copyright (c) 2019 Yury Kudryashov. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Yury Kudryashov, Sébastien Gouëzel, Rémy Degenne
-/
import Mathlib.Analysis.Convex.Jensen
import Mathlib.Analysis.Convex.SpecificFunctions.Basic
import Mathlib.Analysis.SpecialFunctio... | refine' le_trans (Lp_add_le s f g hp) (add_le_add _ _) | /-- Minkowski inequality: the `L_p` seminorm of the infinite sum of two vectors is less than or
equal to the infinite sum of the `L_p`-seminorms of the summands, if these infinite sums both
exist. A version for `NNReal`-valued functions. For an alternative version, convenient if the
infinite sums are already expressed ... | Mathlib.Analysis.MeanInequalities.499_0.4hD1oATDjTWuML9 | /-- Minkowski inequality: the `L_p` seminorm of the infinite sum of two vectors is less than or
equal to the infinite sum of the `L_p`-seminorms of the summands, if these infinite sums both
exist. A version for `NNReal`-valued functions. For an alternative version, convenient if the
infinite sums are already expressed ... | Mathlib_Analysis_MeanInequalities |
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