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affeldt-aist committed Aug 9, 2023
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5 changes: 1 addition & 4 deletions CHANGELOG_UNRELEASED.md
Original file line number Diff line number Diff line change
Expand Up @@ -22,9 +22,6 @@

- in `exp.v`:
+ lemmas `concave_ln`, `conjugate_powR`
+ lemma `concave_ln`
- in `lebesgue_measure.v`:
+ lemma `closed_measurable`


- in `lebesgue_measure.v`:
Expand All @@ -35,7 +32,7 @@

- in `lebesgue_integral.v`:
+ definition `Lnorm`, notations `'N[mu]_p[f]`, `` `| f |_p ``
+ lemmas `Lnorm_ge0`, `eq_Lnorm`, `Lnorm_eq0_eq0`
+ lemmas `Lnorm1`, `Lnorm_ge0`, `eq_Lnorm`, `Lnorm_eq0_eq0`
+ lemma `hoelder`

### Changed
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184 changes: 57 additions & 127 deletions theories/lebesgue_integral.v
Original file line number Diff line number Diff line change
Expand Up @@ -5375,11 +5375,11 @@ Definition Lnorm p f := (\int[mu]_x (`|f x| `^ p)%:E) `^ p^-1.

Local Notation "`| f |_ p" := (Lnorm p f).

Lemma Lnorm1 p f : `| f |_1 = \int[mu]_x `|f x|%:E.
Lemma Lnorm1 f : `| f |_1 = \int[mu]_x `|f x|%:E.
Proof.
rewrite /Lnorm invr1// poweRe1//; last first.
by apply: integral_ge0 => t _; rewrite powRr1.
by apply: eq_integral => t _; rewrite powRr1.
rewrite /Lnorm invr1// poweRe1//.
by apply: eq_integral => t _; rewrite powRr1.
by apply: integral_ge0 => t _; rewrite powRr1.
Qed.

Lemma Lnorm_ge0 p f : 0 <= `| f |_p. Proof. exact: poweR_ge0. Qed.
Expand All @@ -5388,14 +5388,14 @@ Lemma eq_Lnorm p f g : f =1 g -> `|f|_p = `|g|_p.
Proof. by move=> fg; congr Lnorm; exact/funext. Qed.

Lemma Lnorm_eq0_eq0 p f : measurable_fun setT f -> `| f |_p = 0 ->
ae_eq mu [set: T] (fun x : T => (`|f x| `^ p)%:E) (cst 0).
ae_eq mu [set: T] (fun t => (`|f t| `^ p)%:E) (cst 0).
Proof.
move=> mf /poweR_eq0_eq0 fp; apply/ae_eq_integral_abs => //=.
apply: measurableT_comp => //.
apply: (@measurableT_comp _ _ _ _ _ _ (@powR R ^~ p)) => //.
exact: measurableT_comp.
under eq_integral => x _ do rewrite ger0_norm ?powR_ge0//.
by apply/fp/integral_ge0 => t _; rewrite lee_fin; exact: powR_ge0.
by rewrite fp//; apply: integral_ge0 => t _; rewrite lee_fin powR_ge0.
Qed.

End Lnorm.
Expand All @@ -5411,7 +5411,7 @@ Local Open Scope ereal_scope.
Implicit Types (p q : R) (f g : T -> R).

Let measurableT_comp_powR f p :
measurable_fun setT f -> measurable_fun setT (fun x => f x `^ p)%R.
measurable_fun [set: T] f -> measurable_fun setT (fun x => f x `^ p)%R.
Proof. exact: (@measurableT_comp _ _ _ _ _ _ (@powR R ^~ p)). Qed.

Local Notation "`| f |_ p" := (Lnorm mu p f).
Expand All @@ -5425,106 +5425,53 @@ move=> p0 mf foo; apply/integrableP; split.
exact: measurableT_comp.
rewrite ltey; apply: contra foo.
move=> /eqP/(@eqy_poweR _ _ p^-1); rewrite invr_gt0 => /(_ p0) <-.
apply/eqP; congr (_ `^ _); apply/eq_integral.
by move=> x _; rewrite gee0_abs // ?lee_fin ?powR_ge0.
apply/eqP; congr (_ `^ _).
by apply/eq_integral => t _; rewrite gee0_abs// ?lee_fin ?powR_ge0.
Qed.

Let hoelder0 f g p q : measurable_fun setT f -> measurable_fun setT g ->
(0 < p)%R -> (0 < q)%R -> (p^-1 + q^-1 = 1)%R ->
`| f |_ p = 0 -> `| (f \* g)%R |_1 <= `| f |_p * `| g |_ q.
`| f |_ p = 0 -> `| (f \* g)%R |_1 <= `| f |_p * `| g |_q.
Proof.
move=> mf mg p0 q0 pq f0; rewrite f0 mul0e.
suff: `| (f \* g)%R |_1 = 0 by move=> ->.
rewrite /Lnorm /= invr1 poweRe1; last first.
by apply: integral_ge0 => x _; rewrite lee_fin; exact: powR_ge0.
rewrite (ae_eq_integral (cst 0)) => [|//||//|].
- by rewrite integral0.
- apply: measurableT_comp => //; apply: measurableT_comp_powR => //.
by apply: measurableT_comp => //; exact: measurable_funM.
- have : ae_eq mu setT (fun x => (`|f x| `^ p)%:E) (cst 0).
exact: Lnorm_eq0_eq0.
apply: filterS => x /(_ I) /= [] /powR_eq0_eq0 fp0 _.
by rewrite powRr1// normrM fp0 mul0r.
move=> mf mg p0 q0 pq f0; rewrite f0 mul0e Lnorm1 [leLHS](_ : _ = 0)//.
rewrite (ae_eq_integral (cst 0)) => [|//||//|]; first by rewrite integral0.
- apply: measurableT_comp => //; apply: measurableT_comp => //.
exact: measurable_funM.
- have := Lnorm_eq0_eq0 mf f0.
apply: filterS => x /(_ I) /= [] /powR_eq0_eq0 + _.
by rewrite normrM => ->; rewrite mul0r.
Qed.

Let normed p f x := `|f x| / fine `|f|_p.
Let normalized p f x := `|f x| / fine `|f|_p.

Let normed_ge0 p f x : (0 <= normed p f x)%R.
Proof. by rewrite /normed divr_ge0// fine_ge0// Lnorm_ge0. Qed.
Let normalized_ge0 p f x : (0 <= normalized p f x)%R.
Proof. by rewrite /normalized divr_ge0// fine_ge0// Lnorm_ge0. Qed.

Let measurable_normed p f : measurable_fun setT f ->
measurable_fun setT (normed p f).
Proof.
move=> mf; rewrite (_ : normed _ _ = *%R (fine (`|f|_p))^-1 \o normr \o f).
by apply: measurableT_comp => //; exact: measurableT_comp.
by apply/funext => x /=; rewrite mulrC.
Qed.

Let normed_expR p f x : (0 < p)%R ->
let F := normed p f in F x != 0%R -> expR (ln (F x `^ p) / p) = F x.
Proof.
move=> p0 F Fx0; rewrite ln_powR// mulrAC divff// ?gt_eqF// mul1r.
by rewrite lnK// posrE lt_neqAle normed_ge0 eq_sym Fx0.
Qed.
Let measurable_normalized p f : measurable_fun [set: T] f ->
measurable_fun [set: T] (normalized p f).
Proof. by move=> mf; apply: measurable_funM => //; exact: measurableT_comp. Qed.

Let integral_normed f p : (0 < p)%R -> 0 < `|f|_p ->
Let integral_normalized f p : (0 < p)%R -> 0 < `|f|_p ->
mu.-integrable [set: T] (fun x => (`|f x| `^ p)%:E) ->
\int[mu]_x (normed p f x `^ p)%:E = 1.
\int[mu]_x (normalized p f x `^ p)%:E = 1.
Proof.
move=> p0 fpos ifp.
transitivity (\int[mu]_x (`|f x| `^ p / fine (`|f|_p `^ p))%:E).
apply: eq_integral => t _.
rewrite powRM//; last by rewrite invr_ge0 fine_ge0// Lnorm_ge0.
rewrite -powR_inv1; last by rewrite fine_ge0 // Lnorm_ge0.
by rewrite fine_poweR powRAC -powR_inv1 // powR_ge0.
rewrite /Lnorm -poweRrM mulVf ?lt0r_neq0// poweRe1; last first.
have fp0 : 0 < \int[mu]_x (`|f x| `^ p)%:E.
apply: gt0_poweR fpos; rewrite ?invr_gt0//.
by apply integral_ge0 => x _; rewrite lee_fin; exact: powR_ge0.
rewrite /Lnorm -poweRrM mulVf ?lt0r_neq0// poweRe1//; last exact: ltW.
under eq_integral do rewrite EFinM muleC.
rewrite integralZl//; apply/eqP; rewrite eqe_pdivr_mull ?mule1; last first.
rewrite gt_eqF// fine_gt0//; apply/andP; split.
apply: gt0_poweR fpos; rewrite ?invr_gt0//.
by apply: integral_ge0 => x _; rewrite lee_fin// powR_ge0.
have foo : \int[mu]_x (`|f x| `^ p)%:E < +oo.
move/integrableP: ifp => -[_].
under eq_integral.
move=> x _; rewrite gee0_abs//; last by rewrite lee_fin powR_ge0.
over.
by [].
rewrite fineK// ge0_fin_numE//; last first.
by rewrite integral_ge0// => x _; rewrite lee_fin// powR_ge0.
move/integrableP: ifp => -[_].
under eq_integral.
move=> x _; rewrite gee0_abs//; last by rewrite lee_fin powR_ge0.
over.
by [].
Qed.

Let normed_convex f g p q x : (0 < p)%R -> (0 < q)%R -> (p^-1 + q^-1)%R = 1%R ->
(normed p f x * normed q g x <=
normed p f x `^ p / p + normed q g x `^ q / q)%R.
Proof.
move=> p0 q0 pq; set F := normed p f; set G := normed q g.
have [Fx0|Fx0] := eqVneq (F x) 0%R.
by rewrite Fx0 mul0r powR0 ?gt_eqF// mul0r add0r divr_ge0 ?powR_ge0 ?ltW.
have {}Fx0 : (0 < F x)%R.
by rewrite lt_neqAle eq_sym Fx0 divr_ge0// fine_ge0// Lnorm_ge0.
have [Gx0|Gx0] := eqVneq (G x) 0%R.
by rewrite Gx0 mulr0 powR0 ?gt_eqF// mul0r addr0 divr_ge0 ?powR_ge0 ?ltW.
have {}Gx0 : (0 < G x)%R.
by rewrite lt_neqAle eq_sym Gx0/= divr_ge0// fine_ge0// Lnorm_ge0.
pose s x := ln ((F x) `^ p).
pose t x := ln ((G x) `^ q).
have : (expR (p^-1 * s x + q^-1 * t x) <=
p^-1 * expR (s x) + q^-1 * expR (t x))%R.
have -> : (p^-1 = 1 - q^-1)%R by rewrite -pq addrK.
have K : (q^-1 \in `[0, 1])%R.
by rewrite in_itv/= invr_ge0 (ltW q0)/= -pq ler_paddl// invr_ge0 ltW.
exact: (convex_expR (@Itv.mk _ `[0, 1] q^-1 K)%R).
rewrite expRD (mulrC _ (s x)) normed_expR ?gt_eqF// -/(F x).
rewrite (mulrC _ (t x)) normed_expR ?gt_eqF// -/(G x) => /le_trans; apply.
rewrite /s /t [X in (_ * X + _)%R](@lnK _ (F x `^ p)%R); last first.
by rewrite posrE powR_gt0.
rewrite (@lnK _ (G x `^ q)%R); last by rewrite posrE powR_gt0.
by rewrite mulrC (mulrC _ q^-1).
by under eq_integral do rewrite gee0_abs// ?lee_fin ?powR_ge0//.
rewrite integralZl//; apply/eqP; rewrite eqe_pdivr_mull ?mule1.
- by rewrite fineK// ge0_fin_numE// ltW.
- by rewrite gt_eqF// fine_gt0// foo andbT.
Qed.

Lemma hoelder f g p q : measurable_fun setT f -> measurable_fun setT g ->
Expand All @@ -5540,76 +5487,59 @@ have {f0}fpos : 0 < `|f|_p by rewrite lt_neqAle eq_sym f0//= Lnorm_ge0.
have {g0}gpos : 0 < `|g|_q by rewrite lt_neqAle eq_sym g0//= Lnorm_ge0.
have [foo|foo] := eqVneq `|f|_p +oo%E; first by rewrite foo gt0_mulye ?leey.
have [goo|goo] := eqVneq `|g|_q +oo%E; first by rewrite goo gt0_muley ?leey.
pose F := normed p f.
pose G := normed q g.
have -> : `| (f \* g)%R |_1 = `| (F \* G)%R |_1 * `| f |_p * `| g |_q.
rewrite {1}/Lnorm; under eq_integral => x _ do rewrite powRr1//.
rewrite invr1 poweRe1; last by apply: integral_ge0 => x _; rewrite lee_fin.
rewrite {1}/Lnorm.
pose F := normalized p f; pose G := normalized q g.
rewrite [leLHS](_ : _ = `| (F \* G)%R |_1 * `| f |_p * `| g |_q); last first.
rewrite !Lnorm1.
under [in RHS]eq_integral.
move=> x _.
rewrite /F /G /= /normed (mulrC `|f x|)%R mulrA -(mulrA (_^-1)).
rewrite /F /G /= /normalized (mulrC `|f x|)%R mulrA -(mulrA (_^-1)).
rewrite (mulrC (_^-1)) -mulrA ger0_norm; last first.
by rewrite mulr_ge0// divr_ge0 ?(fine_ge0, Lnorm_ge0, invr_ge0).
rewrite powRr1; last first.
by rewrite mulr_ge0// divr_ge0 ?(fine_ge0, Lnorm_ge0, invr_ge0).
rewrite mulrC -normrM EFinM.
over.
by rewrite mulrC -normrM EFinM; over.
rewrite /= ge0_integralZl//; last 2 first.
- apply: measurableT_comp => //; apply: measurableT_comp => //.
exact: measurable_funM.
- by rewrite lee_fin mulr_ge0// invr_ge0 fine_ge0// Lnorm_ge0.
rewrite -muleA muleC invr1 poweRe1; last first.
rewrite mule_ge0//.
by rewrite lee_fin mulr_ge0// invr_ge0 fine_ge0// Lnorm_ge0.
by apply integral_ge0 => x _; rewrite lee_fin.
rewrite muleA EFinM.
rewrite muleCA 2!muleA (_ : _ * `|f|_p = 1) ?mul1e; last first.
apply/eqP; rewrite eqe_pdivr_mull ?mule1; last first.
by rewrite gt_eqF// fine_gt0// fpos/= ltey.
by rewrite fineK// ?ge0_fin_numE ?ltey// Lnorm_ge0.
rewrite -muleA muleC muleA EFinM muleCA 2!muleA.
rewrite (_ : _ * `|f|_p = 1) ?mul1e; last first.
rewrite -[X in _ * X]fineK; last by rewrite ge0_fin_numE ?ltey// Lnorm_ge0.
by rewrite -EFinM mulVr ?unitfE ?gt_eqF// fine_gt0// fpos/= ltey.
rewrite (_ : `|g|_q * _ = 1) ?mul1e// muleC.
apply/eqP; rewrite eqe_pdivr_mull ?mule1; last first.
by rewrite gt_eqF// fine_gt0// gpos/= ltey.
by rewrite fineK// ?ge0_fin_numE ?ltey// Lnorm_ge0.
rewrite -[X in _ * X]fineK; last by rewrite ge0_fin_numE ?ltey// Lnorm_ge0.
by rewrite -EFinM mulVr ?unitfE ?gt_eqF// fine_gt0// gpos/= ltey.
rewrite -(mul1e (`|f|_p * _)) -muleA lee_pmul ?mule_ge0 ?Lnorm_ge0//.
apply: (@le_trans _ _ (\int[mu]_x (F x `^ p / p + G x `^ q / q)%:E)).
rewrite /Lnorm invr1 poweRe1; last first.
by apply integral_ge0 => x _; rewrite lee_fin; exact: powR_ge0.
apply: ae_ge0_le_integral => //.
- by move=> x _; exact: powR_ge0.
- apply: measurableT_comp => //; apply: measurableT_comp_powR => //.
apply: measurableT_comp => //.
by apply: measurable_funM => //; exact: measurable_normed.
rewrite [leRHS](_ : _ = \int[mu]_x (F x `^ p / p + G x `^ q / q)%:E).
rewrite Lnorm1 ae_ge0_le_integral //.
- apply: measurableT_comp => //; apply: measurableT_comp => //.
by apply: measurable_funM => //; exact: measurable_normalized.
- by move=> x _; rewrite lee_fin addr_ge0// divr_ge0// ?powR_ge0// ltW.
- by apply: measurableT_comp => //; apply: measurable_funD => //;
apply: measurable_funM => //; apply: measurableT_comp_powR => //;
exact: measurable_normed.
apply/aeW => x _; rewrite lee_fin powRr1// ger0_norm ?normed_convex//.
by rewrite mulr_ge0// normed_ge0.
rewrite le_eqVlt; apply/orP; left; apply/eqP.
exact: measurable_normalized.
apply/aeW => x _; rewrite lee_fin ger0_norm ?conjugate_powR ?normalized_ge0//.
by rewrite mulr_ge0// normalized_ge0.
under eq_integral do rewrite EFinD mulrC (mulrC _ (_^-1)).
rewrite ge0_integralD//; last 4 first.
- by move=> x _; rewrite lee_fin mulr_ge0// ?invr_ge0 ?powR_ge0// ltW.
- apply: measurableT_comp => //; apply: measurableT_comp => //.
by apply: measurableT_comp_powR => //; exact: measurable_normed.
by apply: measurableT_comp_powR => //; exact: measurable_normalized.
- by move=> x _; rewrite lee_fin mulr_ge0// ?invr_ge0 ?powR_ge0// ltW.
- apply: measurableT_comp => //; apply: measurableT_comp => //.
by apply: measurableT_comp_powR => //; exact: measurable_normed.
by apply: measurableT_comp_powR => //; exact: measurable_normalized.
under eq_integral do rewrite EFinM.
rewrite {1}ge0_integralZl//; last 3 first.
- apply: measurableT_comp => //.
by apply: measurableT_comp_powR => //; exact: measurable_normed.
by apply: measurableT_comp_powR => //; exact: measurable_normalized.
- by move=> x _; rewrite lee_fin powR_ge0.
- by rewrite lee_fin invr_ge0 ltW.
under [X in (_ + X)%E]eq_integral => x _ do rewrite EFinM.
rewrite ge0_integralZl//; last 3 first.
- apply: measurableT_comp => //.
by apply: measurableT_comp_powR => //; exact: measurable_normed.
by apply: measurableT_comp_powR => //; exact: measurable_normalized.
- by move=> x _; rewrite lee_fin powR_ge0.
- by rewrite lee_fin invr_ge0 ltW.
rewrite integral_normed//; last exact: integrable_powR.
rewrite integral_normed//; last exact: integrable_powR.
rewrite integral_normalized//; last exact: integrable_powR.
rewrite integral_normalized//; last exact: integrable_powR.
by rewrite 2!mule1 -EFinD pq.
Qed.

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