theorem
MeasureTheory.convolution_symm
{𝕜 : Type u𝕜}
{G : Type uG}
{E : Type uE}
{F : Type uF}
[NormedAddCommGroup E]
[NormedAddCommGroup F]
[NontriviallyNormedField 𝕜]
[NormedSpace 𝕜 E]
[NormedSpace 𝕜 F]
[MeasurableSpace G]
{f g : G → E}
(L : E →L[𝕜] E →L[𝕜] F)
(hL : ∀ (x y : E), (L x) y = (L y) x)
[NormedSpace ℝ F]
[AddCommGroup G]
{μ : Measure G}
[μ.IsAddLeftInvariant]
[μ.IsNegInvariant]
[MeasurableNeg G]
[MeasurableAdd G]
:
Special case of convolution_flip
when L
is symmetric.
theorem
MeasureTheory.AEStronglyMeasurable.convolution
{𝕜 : Type u𝕜}
{G : Type uG}
{E : Type uE}
{E' : Type uE'}
{F : Type uF}
[NormedAddCommGroup E]
[NormedAddCommGroup E']
[NormedAddCommGroup F]
{f : G → E}
{g : G → E'}
[NontriviallyNormedField 𝕜]
[NormedSpace 𝕜 E]
[NormedSpace 𝕜 E']
[NormedSpace 𝕜 F]
{L : E →L[𝕜] E' →L[𝕜] F}
[MeasurableSpace G]
[NormedSpace ℝ F]
[AddGroup G]
[MeasurableAdd₂ G]
[MeasurableNeg G]
{μ : Measure G}
[SigmaFinite μ]
[μ.IsAddRightInvariant]
(hf : AEStronglyMeasurable f μ)
(hg : AEStronglyMeasurable g μ)
:
AEStronglyMeasurable (convolution f g L μ) μ
The convolution of two a.e. strongly measurable functions is a.e. strongly measurable.
theorem
MeasureTheory.lintegral_enorm_convolution_integrand_le_eLpNorm_mul_eLpNorm
{𝕜 : Type u𝕜}
{G : Type uG}
{E : Type uE}
{E' : Type uE'}
{F : Type uF}
[NormedAddCommGroup E]
[NormedAddCommGroup E']
[NormedAddCommGroup F]
{f : G → E}
{g : G → E'}
[NontriviallyNormedField 𝕜]
[NormedSpace 𝕜 E]
[NormedSpace 𝕜 E']
[NormedSpace 𝕜 F]
{L : E →L[𝕜] E' →L[𝕜] F}
[MeasurableSpace G]
[NormedSpace ℝ F]
[AddGroup G]
[MeasurableAdd₂ G]
[MeasurableNeg G]
{μ : Measure G}
[SFinite μ]
[μ.IsNegInvariant]
[μ.IsAddLeftInvariant]
{p q : ENNReal}
(hpq : p.IsConjExponent q)
(hL : ∀ (x y : G), ‖(L (f x)) (g y)‖ ≤ ‖f x‖ * ‖g y‖)
(hf : AEStronglyMeasurable f μ)
(hg : AEStronglyMeasurable g μ)
(x₀ : G)
:
This implies both of the following theorems convolutionExists_of_memLp_memLp
and
enorm_convolution_le_eLpNorm_mul_eLpNorm
.
theorem
MeasureTheory.ConvolutionExists.of_memLp_memLp
{𝕜 : Type u𝕜}
{G : Type uG}
{E : Type uE}
{E' : Type uE'}
{F : Type uF}
[NormedAddCommGroup E]
[NormedAddCommGroup E']
[NormedAddCommGroup F]
{f : G → E}
{g : G → E'}
[NontriviallyNormedField 𝕜]
[NormedSpace 𝕜 E]
[NormedSpace 𝕜 E']
[NormedSpace 𝕜 F]
{L : E →L[𝕜] E' →L[𝕜] F}
[MeasurableSpace G]
[NormedSpace ℝ F]
[AddGroup G]
[MeasurableAdd₂ G]
[MeasurableNeg G]
(μ : Measure G)
[SFinite μ]
[μ.IsNegInvariant]
[μ.IsAddLeftInvariant]
[μ.IsAddRightInvariant]
{p q : ENNReal}
(hpq : p.IsConjExponent q)
(hL : ∀ (x y : G), ‖(L (f x)) (g y)‖ ≤ ‖f x‖ * ‖g y‖)
(hf : AEStronglyMeasurable f μ)
(hg : AEStronglyMeasurable g μ)
(hfp : MemLp f p μ)
(hgq : MemLp g q μ)
:
ConvolutionExists f g L μ
If MemLp f p μ
and MemLp g q μ
, where p
and q
are Hölder conjugates, then the
convolution of f
and g
exists everywhere.
theorem
MeasureTheory.enorm_convolution_le_eLpNorm_mul_eLpNorm
{𝕜 : Type u𝕜}
{G : Type uG}
{E : Type uE}
{E' : Type uE'}
{F : Type uF}
[NormedAddCommGroup E]
[NormedAddCommGroup E']
[NormedAddCommGroup F]
{f : G → E}
{g : G → E'}
[NontriviallyNormedField 𝕜]
[NormedSpace 𝕜 E]
[NormedSpace 𝕜 E']
[NormedSpace 𝕜 F]
{L : E →L[𝕜] E' →L[𝕜] F}
[MeasurableSpace G]
[NormedSpace ℝ F]
[AddGroup G]
[MeasurableAdd₂ G]
[MeasurableNeg G]
(μ : Measure G)
[SFinite μ]
[μ.IsNegInvariant]
[μ.IsAddLeftInvariant]
[μ.IsAddRightInvariant]
{p q : ENNReal}
(hpq : p.IsConjExponent q)
(hL : ∀ (x y : G), ‖(L (f x)) (g y)‖ ≤ ‖f x‖ * ‖g y‖)
(hf : AEStronglyMeasurable f μ)
(hg : AEStronglyMeasurable g μ)
(x₀ : G)
:
If p
and q
are Hölder conjugates, then the convolution of f
and g
is bounded everywhere
by eLpNorm f p μ * eLpNorm g q μ
.