W Inner c Weight le c Lp Norm mul c Lp Norm
MeasureTheory.wInner_cWeight_le_cLpNorm_mul_cLpNorm
Plain-language statement
Hölder's inequality, binary case.
Exact Lean statement
lemma wInner_cWeight_le_cLpNorm_mul_cLpNorm (p q : ℝ≥0∞) [p.HolderConjugate q] :
⟪f, g⟫ₙ_[ℝ] ≤ ‖f‖ₙ_[p] * ‖g‖ₙ_[q]Formal artifact
Lean source
lemma wInner_cWeight_le_cLpNorm_mul_cLpNorm (p q : ℝ≥0∞) [p.HolderConjugate q] : ⟪f, g⟫ₙ_[ℝ] ≤ ‖f‖ₙ_[p] * ‖g‖ₙ_[q] := by -- Step 1: `⟪f, g⟫ₙ_[ℝ] ≤ ⟪|f|, |g|⟫ₙ_[ℝ]` (dominate by absolute value) have h_abs : ⟪f, g⟫ₙ_[ℝ] ≤ ⟪fun i ↦ |f i|, fun i ↦ |g i|⟫ₙ_[ℝ] := by simp_rw [wInner_cWeight_eq_expect] refine expect_le_expect fun i _ ↦ ?_ exact (le_abs_self _).trans (abs_mul _ _).le refine h_abs.trans ?_ -- Step 2: Now both arguments are nonneg; the target becomes the Hölder inequality -- `⟪|f|, |g|⟫ₙ_[ℝ] ≤ ‖|f|‖ₙ_[p] * ‖|g|‖ₙ_[q]` which we rewrite back to f, g using -- `cLpNorm_abs` / `cLpNorm_fun_abs`. have hfabs : ‖fun i ↦ |f i|‖ₙ_[p] = ‖f‖ₙ_[p] := by simpa using cLpNorm_fun_abs (f := f) (p := p) .of_discrete have hgabs : ‖fun i ↦ |g i|‖ₙ_[q] = ‖g‖ₙ_[q] := by simpa using cLpNorm_fun_abs (f := g) (p := q) .of_discrete rw [← hfabs, ← hgabs] rw [show ⟪fun i ↦ |f i|, fun i ↦ |g i|⟫ₙ_[ℝ] = ‖(fun i ↦ |f i|) * (fun i ↦ |g i|)‖ₙ_[1] from (cL1Norm_mul_of_nonneg (f := fun i ↦ |f i|) (g := fun i ↦ |g i|) (fun i ↦ abs_nonneg _) (fun i ↦ abs_nonneg _)).symm] exact cLpNorm_mul_le p q one_ne_zero- Project
- Arithmetic Progressions Almost Periodicity
- License
- Apache-2.0
- Commit
- afafc42a5326
- Source
- APAP/Prereqs/Inner/Hoelder/Compact.lean:93-113
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Source project: Arithmetic Progressions Almost Periodicity
Person-level attribution pending.
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Source project: Arithmetic Progressions Almost Periodicity
Person-level attribution pending.
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Plain-language statement
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Source project: Arithmetic Progressions Almost Periodicity
Person-level attribution pending.