Module mathcomp.analysis.ftc
From HB Require Import structures.From mathcomp Require Import all_ssreflect ssralg ssrnum ssrint interval finmap.
From mathcomp Require Import mathcomp_extra boolp classical_sets functions.
From mathcomp Require Import cardinality fsbigop signed reals ereal.
From mathcomp Require Import topology normedtype sequences real_interval.
From mathcomp Require Import esum measure lebesgue_measure numfun realfun.
From mathcomp Require Import lebesgue_integral derive charge.
# Fundamental Theorem of Calculus for the Lebesgue Integral
NB: See CONTRIBUTING.md for an introduction to HB concepts and commands.
This file provides a proof of the first fundamental theorem of calculus
for the Lebesgue integral. We derive from this theorem a corollary to
compute the definite integral of continuous functions.
parameterized_integral mu a x f := \int[mu]_(t \in `[a, x] f t)
Set Implicit Arguments.
Unset Strict Implicit.
Unset Printing Implicit Defensive.
Import Order.TTheory GRing.Theory Num.Def Num.Theory.
Import numFieldTopology.Exports.
Local Open Scope classical_set_scope.
Local Open Scope ring_scope.
Section FTC.
Context {R : realType}.
Notation mu := (@lebesgue_measure R).
Local Open Scope ereal_scope.
Implicit Types (f : R -> R) (a : itv_bound R).
Let FTC0 f a : mu.-integrable setT (EFin \o f) ->
let F x := (\int[mu]_(t in [set` Interval a (BRight x)]) f t)%R in
forall x, a < BRight x -> lebesgue_pt f x ->
h^-1 *: (F (h + x) - F x) @[h --> 0%R^'] --> f x.
Proof.
move=> intf F x ax fx.
have locf : locally_integrable setT f.
by apply: open_integrable_locally => //; exact: openT.
apply: cvg_at_right_left_dnbhs.
- apply/cvg_at_rightP => d [d_gt0 d0].
pose E x n := `[x, x + d n[%classic%R.
have muE y n : mu (E y n) = (d n)%:E.
rewrite /E lebesgue_measure_itv/= lte_fin ltrDl d_gt0.
by rewrite -EFinD addrAC subrr add0r.
have nice_E y : nicely_shrinking y (E y).
split=> [n|]; first exact: measurable_itv.
exists (2, fun n => PosNum (d_gt0 n)); split => //= [n z|n].
rewrite /E/= in_itv/= /ball/= ltr_distlC => /andP[yz ->].
by rewrite (lt_le_trans _ yz)// ltrBlDr ltrDl.
rewrite (lebesgue_measure_ball _ (ltW _))// -/mu muE -EFinM lee_fin.
by rewrite mulr_natl.
have ixdf n : \int[mu]_(t in [set` Interval a (BRight (x + d n))]) (f t)%:E -
\int[mu]_(t in [set` Interval a (BRight x)]) (f t)%:E =
\int[mu]_(y in E x n) (f y)%:E.
rewrite -[in X in X - _]integral_itv_bndo_bndc//=; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite (@itv_bndbnd_setU _ _ _ (BLeft x))//=; last 2 first.
by case: a ax F => [[|] a|[|]]// /ltW.
by rewrite bnd_simp lerDl ltW.
rewrite integral_setU_EFin//=.
- rewrite addeAC -[X in _ - X]integral_itv_bndo_bndc//=; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite subee ?add0e//.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
- by case: locf => + _ _; exact: measurable_funS.
- apply/disj_setPRL => z/=.
rewrite /E /= !in_itv/= => /andP[xz zxdn].
move: a ax {F} => [[|] t/=|[_ /=|//]].
- rewrite lte_fin => tx.
by apply/negP; rewrite negb_and -leNgt xz orbT.
- rewrite lte_fin => tx.
by apply/negP; rewrite negb_and -!leNgt xz orbT.
- by apply/negP; rewrite -leNgt.
rewrite [f in f n @[n --> _] --> _](_ : _ =
fun n => (d n)^-1 *: fine (\int[mu]_(t in E x n) (f t)%:E)); last first.
apply/funext => n; congr (_ *: _); rewrite -fineB/=.
by rewrite /= (addrC (d n) x) ixdf.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
have := nice_lebesgue_differentiation nice_E locf fx.
rewrite {ixdf} -/mu.
rewrite [g in g n @[n --> _] --> _ -> _](_ : _ =
fun n => (d n)^-1%:E * \int[mu]_(y in E x n) (f y)%:E); last first.
by apply/funext => n; rewrite muE.
move/fine_cvgP => [_ /=].
set g := _ \o _ => gf.
set h := (f in f n @[n --> \oo] --> _).
suff : g = h by move=> <-.
apply/funext => n.
rewrite /g /h /= fineM//.
apply: integral_fune_fin_num => //; first exact: (nice_E _).1.
by apply: integrableS intf => //; exact: (nice_E _).1.
- apply/cvg_at_leftP => d [d_gt0 d0].
have {}Nd_gt0 n : (0 < - d n)%R by rewrite ltrNr oppr0.
pose E x n := `]x + d n, x]%classic%R.
have muE y n : mu (E y n) = (- d n)%:E.
rewrite /E lebesgue_measure_itv/= lte_fin -ltrBrDr.
by rewrite ltrDl Nd_gt0 -EFinD opprD addrA subrr add0r.
have nice_E y : nicely_shrinking y (E y).
split=> [n|]; first exact: measurable_itv.
exists (2, (fun n => PosNum (Nd_gt0 n))); split => //=.
by rewrite -oppr0; exact: cvgN.
move=> n z.
rewrite /E/= in_itv/= /ball/= => /andP[yz zy].
by rewrite ltr_distlC opprK yz /= (le_lt_trans zy)// ltrDl.
move=> n.
rewrite lebesgue_measure_ball//; last exact: ltW.
by rewrite -/mu muE -EFinM lee_fin mulr_natl.
have ixdf : {near \oo,
(fun n => \int[mu]_(t in [set` Interval a (BRight (x + d n))]) (f t)%:E -
\int[mu]_(t in [set` Interval a (BRight x)]) (f t)%:E) =1
(fun n => - \int[mu]_(y in E x n) (f y)%:E)}.
case: a ax {F}; last first.
move=> [_|//].
apply: nearW => n.
rewrite -[in LHS]integral_itv_bndo_bndc//=; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite -/mu -[LHS]oppeK; congr oppe.
rewrite oppeB; last first.
rewrite fin_num_adde_defl// fin_numN//.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
rewrite addeC.
rewrite (_ : `]-oo, x] = `]-oo, (x + d n)%R] `|` E x n)%classic; last first.
by rewrite -itv_bndbnd_setU//= bnd_simp ler_wnDr// ltW.
rewrite integral_setU_EFin//=.
- rewrite addeAC.
rewrite -[X in X - _]integral_itv_bndo_bndc//; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite subee ?add0e//.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
- exact: (nice_E _).1.
- by case: locf => + _ _; exact: measurable_funS.
- apply/disj_setPLR => z/=.
rewrite /E /= !in_itv/= leNgt => xdnz.
by apply/negP; rewrite negb_and xdnz.
move=> b a ax.
move/cvgrPdist_le : d0.
move/(_ (x - a)%R); rewrite subr_gt0 => /(_ ax)[m _ /=] h.
near=> n.
have mn : (m <= n)%N by near: n; exists m.
rewrite -[in X in X - _]integral_itv_bndo_bndc//=; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite -/mu -[LHS]oppeK; congr oppe.
rewrite oppeB; last first.
rewrite fin_num_adde_defl// fin_numN//.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
rewrite addeC.
rewrite (@itv_bndbnd_setU _ _ _ (BRight (x - - d n)%R))//; last 2 first.
case: b in ax * => /=; rewrite bnd_simp.
rewrite lerBrDl addrC -lerBrDl.
by have := h _ mn; rewrite sub0r gtr0_norm.
rewrite lerBrDl -lerBrDr.
by have := h _ mn; rewrite sub0r gtr0_norm.
by rewrite opprK bnd_simp -lerBrDl subrr ltW.
rewrite integral_setU_EFin//=.
- rewrite addeAC -[X in X - _]integral_itv_bndo_bndc//; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite opprK subee ?add0e//.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
- by case: locf => + _ _; exact: measurable_funS.
- apply/disj_setPLR => z/=.
rewrite /E /= !in_itv/= => /andP[az zxdn].
by apply/negP; rewrite negb_and -leNgt zxdn.
suff: ((d n)^-1 * - fine (\int[mu]_(y in E x n) (f y)%:E))%R
@[n --> \oo] --> f x.
apply: cvg_trans; apply: near_eq_cvg; near=> n; congr (_ *: _).
rewrite /F -fineN -fineB; last 2 first.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
by congr fine => /=; apply/esym; rewrite (addrC _ x); near: n.
have := nice_lebesgue_differentiation nice_E locf fx.
rewrite {ixdf} -/mu.
move/fine_cvgP => [_ /=].
set g := _ \o _ => gf.
rewrite (@eq_cvg _ _ _ _ g)// => n.
rewrite /g /= fineM//=; last first.
apply: integral_fune_fin_num => //; first exact: (nice_E _).1.
by apply: integrableS intf => //; exact: (nice_E _).1.
by rewrite muE/= invrN mulNr -mulrN.
Unshelve. all: by end_near. Qed.
have locf : locally_integrable setT f.
by apply: open_integrable_locally => //; exact: openT.
apply: cvg_at_right_left_dnbhs.
- apply/cvg_at_rightP => d [d_gt0 d0].
pose E x n := `[x, x + d n[%classic%R.
have muE y n : mu (E y n) = (d n)%:E.
rewrite /E lebesgue_measure_itv/= lte_fin ltrDl d_gt0.
by rewrite -EFinD addrAC subrr add0r.
have nice_E y : nicely_shrinking y (E y).
split=> [n|]; first exact: measurable_itv.
exists (2, fun n => PosNum (d_gt0 n)); split => //= [n z|n].
rewrite /E/= in_itv/= /ball/= ltr_distlC => /andP[yz ->].
by rewrite (lt_le_trans _ yz)// ltrBlDr ltrDl.
rewrite (lebesgue_measure_ball _ (ltW _))// -/mu muE -EFinM lee_fin.
by rewrite mulr_natl.
have ixdf n : \int[mu]_(t in [set` Interval a (BRight (x + d n))]) (f t)%:E -
\int[mu]_(t in [set` Interval a (BRight x)]) (f t)%:E =
\int[mu]_(y in E x n) (f y)%:E.
rewrite -[in X in X - _]integral_itv_bndo_bndc//=; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite (@itv_bndbnd_setU _ _ _ (BLeft x))//=; last 2 first.
by case: a ax F => [[|] a|[|]]// /ltW.
by rewrite bnd_simp lerDl ltW.
rewrite integral_setU_EFin//=.
- rewrite addeAC -[X in _ - X]integral_itv_bndo_bndc//=; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite subee ?add0e//.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
- by case: locf => + _ _; exact: measurable_funS.
- apply/disj_setPRL => z/=.
rewrite /E /= !in_itv/= => /andP[xz zxdn].
move: a ax {F} => [[|] t/=|[_ /=|//]].
- rewrite lte_fin => tx.
by apply/negP; rewrite negb_and -leNgt xz orbT.
- rewrite lte_fin => tx.
by apply/negP; rewrite negb_and -!leNgt xz orbT.
- by apply/negP; rewrite -leNgt.
rewrite [f in f n @[n --> _] --> _](_ : _ =
fun n => (d n)^-1 *: fine (\int[mu]_(t in E x n) (f t)%:E)); last first.
apply/funext => n; congr (_ *: _); rewrite -fineB/=.
by rewrite /= (addrC (d n) x) ixdf.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
have := nice_lebesgue_differentiation nice_E locf fx.
rewrite {ixdf} -/mu.
rewrite [g in g n @[n --> _] --> _ -> _](_ : _ =
fun n => (d n)^-1%:E * \int[mu]_(y in E x n) (f y)%:E); last first.
by apply/funext => n; rewrite muE.
move/fine_cvgP => [_ /=].
set g := _ \o _ => gf.
set h := (f in f n @[n --> \oo] --> _).
suff : g = h by move=> <-.
apply/funext => n.
rewrite /g /h /= fineM//.
apply: integral_fune_fin_num => //; first exact: (nice_E _).1.
by apply: integrableS intf => //; exact: (nice_E _).1.
- apply/cvg_at_leftP => d [d_gt0 d0].
have {}Nd_gt0 n : (0 < - d n)%R by rewrite ltrNr oppr0.
pose E x n := `]x + d n, x]%classic%R.
have muE y n : mu (E y n) = (- d n)%:E.
rewrite /E lebesgue_measure_itv/= lte_fin -ltrBrDr.
by rewrite ltrDl Nd_gt0 -EFinD opprD addrA subrr add0r.
have nice_E y : nicely_shrinking y (E y).
split=> [n|]; first exact: measurable_itv.
exists (2, (fun n => PosNum (Nd_gt0 n))); split => //=.
by rewrite -oppr0; exact: cvgN.
move=> n z.
rewrite /E/= in_itv/= /ball/= => /andP[yz zy].
by rewrite ltr_distlC opprK yz /= (le_lt_trans zy)// ltrDl.
move=> n.
rewrite lebesgue_measure_ball//; last exact: ltW.
by rewrite -/mu muE -EFinM lee_fin mulr_natl.
have ixdf : {near \oo,
(fun n => \int[mu]_(t in [set` Interval a (BRight (x + d n))]) (f t)%:E -
\int[mu]_(t in [set` Interval a (BRight x)]) (f t)%:E) =1
(fun n => - \int[mu]_(y in E x n) (f y)%:E)}.
case: a ax {F}; last first.
move=> [_|//].
apply: nearW => n.
rewrite -[in LHS]integral_itv_bndo_bndc//=; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite -/mu -[LHS]oppeK; congr oppe.
rewrite oppeB; last first.
rewrite fin_num_adde_defl// fin_numN//.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
rewrite addeC.
rewrite (_ : `]-oo, x] = `]-oo, (x + d n)%R] `|` E x n)%classic; last first.
by rewrite -itv_bndbnd_setU//= bnd_simp ler_wnDr// ltW.
rewrite integral_setU_EFin//=.
- rewrite addeAC.
rewrite -[X in X - _]integral_itv_bndo_bndc//; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite subee ?add0e//.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
- exact: (nice_E _).1.
- by case: locf => + _ _; exact: measurable_funS.
- apply/disj_setPLR => z/=.
rewrite /E /= !in_itv/= leNgt => xdnz.
by apply/negP; rewrite negb_and xdnz.
move=> b a ax.
move/cvgrPdist_le : d0.
move/(_ (x - a)%R); rewrite subr_gt0 => /(_ ax)[m _ /=] h.
near=> n.
have mn : (m <= n)%N by near: n; exists m.
rewrite -[in X in X - _]integral_itv_bndo_bndc//=; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite -/mu -[LHS]oppeK; congr oppe.
rewrite oppeB; last first.
rewrite fin_num_adde_defl// fin_numN//.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
rewrite addeC.
rewrite (@itv_bndbnd_setU _ _ _ (BRight (x - - d n)%R))//; last 2 first.
case: b in ax * => /=; rewrite bnd_simp.
rewrite lerBrDl addrC -lerBrDl.
by have := h _ mn; rewrite sub0r gtr0_norm.
rewrite lerBrDl -lerBrDr.
by have := h _ mn; rewrite sub0r gtr0_norm.
by rewrite opprK bnd_simp -lerBrDl subrr ltW.
rewrite integral_setU_EFin//=.
- rewrite addeAC -[X in X - _]integral_itv_bndo_bndc//; last first.
by case: locf => + _ _; exact: measurable_funS.
rewrite opprK subee ?add0e//.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
- by case: locf => + _ _; exact: measurable_funS.
- apply/disj_setPLR => z/=.
rewrite /E /= !in_itv/= => /andP[az zxdn].
by apply/negP; rewrite negb_and -leNgt zxdn.
suff: ((d n)^-1 * - fine (\int[mu]_(y in E x n) (f y)%:E))%R
@[n --> \oo] --> f x.
apply: cvg_trans; apply: near_eq_cvg; near=> n; congr (_ *: _).
rewrite /F -fineN -fineB; last 2 first.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
by apply: integral_fune_fin_num => //; exact: integrableS intf.
by congr fine => /=; apply/esym; rewrite (addrC _ x); near: n.
have := nice_lebesgue_differentiation nice_E locf fx.
rewrite {ixdf} -/mu.
move/fine_cvgP => [_ /=].
set g := _ \o _ => gf.
rewrite (@eq_cvg _ _ _ _ g)// => n.
rewrite /g /= fineM//=; last first.
apply: integral_fune_fin_num => //; first exact: (nice_E _).1.
by apply: integrableS intf => //; exact: (nice_E _).1.
by rewrite muE/= invrN mulNr -mulrN.
Unshelve. all: by end_near. Qed.
Let FTC0_restrict f a x (u : R) : (x < u)%R ->
mu.-integrable [set` Interval a (BRight u)] (EFin \o f) ->
let F y := (\int[mu]_(t in [set` Interval a (BRight y)]) f t)%R in
a < BRight x -> lebesgue_pt f x ->
h^-1 *: (F (h + x) - F x) @[h --> 0%R^'] --> f x.
Proof.
move=> xu + F ax fx.
rewrite integrable_mkcond//= (restrict_EFin f) => intf.
have /(@FTC0 _ _ intf _ ax) : lebesgue_pt (f \_ [set` Interval a (BRight u)]) x.
exact: lebesgue_pt_restrict.
rewrite patchE mem_set; last first.
rewrite /= in_itv/= (ltW xu) andbT.
by move: a ax {F intf} => [[a|]|[]]//=; rewrite lte_fin => /ltW.
apply: cvg_trans; apply: near_eq_cvg; near=> r; congr (_ *: (_ - _)).
- apply: eq_Rintegral => y yaxr; rewrite patchE mem_set//=.
move: yaxr; rewrite /= !in_itv/= inE/= in_itv/= => /andP[->/=].
move=> /le_trans; apply; rewrite -lerBrDr.
have [r0|r0] := leP r 0%R; first by rewrite (le_trans r0)// subr_ge0 ltW.
by rewrite -(gtr0_norm r0); near: r; apply: dnbhs0_le; rewrite subr_gt0.
- apply: eq_Rintegral => y yaxr; rewrite patchE mem_set//=.
move: yaxr => /=; rewrite !in_itv/= inE/= in_itv/= => /andP[->/=].
by move=> /le_trans; apply; exact/ltW.
Unshelve. all: by end_near. Qed.
rewrite integrable_mkcond//= (restrict_EFin f) => intf.
have /(@FTC0 _ _ intf _ ax) : lebesgue_pt (f \_ [set` Interval a (BRight u)]) x.
exact: lebesgue_pt_restrict.
rewrite patchE mem_set; last first.
rewrite /= in_itv/= (ltW xu) andbT.
by move: a ax {F intf} => [[a|]|[]]//=; rewrite lte_fin => /ltW.
apply: cvg_trans; apply: near_eq_cvg; near=> r; congr (_ *: (_ - _)).
- apply: eq_Rintegral => y yaxr; rewrite patchE mem_set//=.
move: yaxr; rewrite /= !in_itv/= inE/= in_itv/= => /andP[->/=].
move=> /le_trans; apply; rewrite -lerBrDr.
have [r0|r0] := leP r 0%R; first by rewrite (le_trans r0)// subr_ge0 ltW.
by rewrite -(gtr0_norm r0); near: r; apply: dnbhs0_le; rewrite subr_gt0.
- apply: eq_Rintegral => y yaxr; rewrite patchE mem_set//=.
move: yaxr => /=; rewrite !in_itv/= inE/= in_itv/= => /andP[->/=].
by move=> /le_trans; apply; exact/ltW.
Unshelve. all: by end_near. Qed.
Lemma FTC1_lebesgue_pt f a x (u : R) : (x < u)%R ->
mu.-integrable [set` Interval a (BRight u)] (EFin \o f) ->
let F y := (\int[mu]_(t in [set` Interval a (BRight y)]) (f t))%R in
a < BRight x -> lebesgue_pt f x ->
derivable F x 1 /\ F^`() x = f x.
Proof.
move=> xu intf F ax fx; split; last first.
by apply/cvg_lim; [exact: Rhausdorff|exact: (@FTC0_restrict _ _ _ u)].
apply/cvg_ex; exists (f x).
have /= := FTC0_restrict xu intf ax fx.
set g := (f in f n @[n --> _] --> _ -> _).
set h := (f in _ -> f n @[n --> _] --> _).
suff : g = h by move=> <-.
by apply/funext => y;rewrite /g /h /= [X in F (X + _)]mulr1.
Qed.
by apply/cvg_lim; [exact: Rhausdorff|exact: (@FTC0_restrict _ _ _ u)].
apply/cvg_ex; exists (f x).
have /= := FTC0_restrict xu intf ax fx.
set g := (f in f n @[n --> _] --> _ -> _).
set h := (f in _ -> f n @[n --> _] --> _).
suff : g = h by move=> <-.
by apply/funext => y;rewrite /g /h /= [X in F (X + _)]mulr1.
Qed.
Corollary FTC1 f a :
(forall y, mu.-integrable [set` Interval a (BRight y)] (EFin \o f)) ->
locally_integrable [set: R] f ->
let F x := (\int[mu]_(t in [set` Interval a (BRight x)]) (f t))%R in
{ae mu, forall x, a < BRight x -> derivable F x 1 /\ F^`() x = f x}.
Proof.
move=> intf locf F; move: (locf) => /lebesgue_differentiation.
apply: filterS; first exact: (ae_filter_ringOfSetsType mu).
move=> i fi ai.
by apply: (@FTC1_lebesgue_pt _ _ _ (i + 1)%R) => //; rewrite ltrDl.
Qed.
apply: filterS; first exact: (ae_filter_ringOfSetsType mu).
move=> i fi ai.
by apply: (@FTC1_lebesgue_pt _ _ _ (i + 1)%R) => //; rewrite ltrDl.
Qed.
Corollary FTC1Ny f :
(forall y, mu.-integrable `]-oo, y] (EFin \o f)) ->
locally_integrable [set: R] f ->
let F x := (\int[mu]_(t in [set` `]-oo, x]]) (f t))%R in
{ae mu, forall x, derivable F x 1 /\ F^`() x = f x}.
Proof.
move=> intf locf F; have := FTC1 intf locf.
apply: filterS; first exact: (ae_filter_ringOfSetsType mu).
by move=> r /=; apply; rewrite ltNyr.
Qed.
apply: filterS; first exact: (ae_filter_ringOfSetsType mu).
by move=> r /=; apply; rewrite ltNyr.
Qed.
Let itv_continuous_lebesgue_pt f a x (u : R) : (x < u)%R ->
measurable_fun [set` Interval a (BRight u)] f ->
a < BRight x ->
{for x, continuous f} -> lebesgue_pt f x.
Proof.
move=> xu fi + fx.
move: a fi => [b a fi /[1!(@lte_fin R)] ax|[|//] fi _].
- near (0%R:R)^'+ => e; apply: (@continuous_lebesgue_pt _ _ _ (ball x e)) => //.
+ exact: ball_open_nbhs.
+ exact: measurable_ball.
+ apply: measurable_funS fi => //; rewrite ball_itv.
apply: (@subset_trans _ `](x - e)%R, u]) => //.
apply: subset_itvl; rewrite bnd_simp -lerBrDl.
by near: e; apply: nbhs_right_ltW; rewrite subr_gt0.
apply: subset_itvr; rewrite bnd_simp lerBrDr -lerBrDl.
by near: e; apply: nbhs_right_ltW; rewrite subr_gt0.
- near (0%R:R)^'+ => e; apply: (@continuous_lebesgue_pt _ _ _ (ball x e)) => //.
+ exact: ball_open_nbhs.
+ exact: measurable_ball.
+ apply: measurable_funS fi => //; rewrite ball_itv.
apply: (@subset_trans _ `](x - e)%R, u]) => //.
apply: subset_itvl; rewrite bnd_simp -lerBrDl.
by near: e; apply: nbhs_right_ltW; rewrite subr_gt0.
exact: subset_itvr.
Unshelve. all: by end_near. Qed.
move: a fi => [b a fi /[1!(@lte_fin R)] ax|[|//] fi _].
- near (0%R:R)^'+ => e; apply: (@continuous_lebesgue_pt _ _ _ (ball x e)) => //.
+ exact: ball_open_nbhs.
+ exact: measurable_ball.
+ apply: measurable_funS fi => //; rewrite ball_itv.
apply: (@subset_trans _ `](x - e)%R, u]) => //.
apply: subset_itvl; rewrite bnd_simp -lerBrDl.
by near: e; apply: nbhs_right_ltW; rewrite subr_gt0.
apply: subset_itvr; rewrite bnd_simp lerBrDr -lerBrDl.
by near: e; apply: nbhs_right_ltW; rewrite subr_gt0.
- near (0%R:R)^'+ => e; apply: (@continuous_lebesgue_pt _ _ _ (ball x e)) => //.
+ exact: ball_open_nbhs.
+ exact: measurable_ball.
+ apply: measurable_funS fi => //; rewrite ball_itv.
apply: (@subset_trans _ `](x - e)%R, u]) => //.
apply: subset_itvl; rewrite bnd_simp -lerBrDl.
by near: e; apply: nbhs_right_ltW; rewrite subr_gt0.
exact: subset_itvr.
Unshelve. all: by end_near. Qed.
Corollary continuous_FTC1 f a x (u : R) : (x < u)%R ->
mu.-integrable [set` Interval a (BRight u)] (EFin \o f) ->
let F x := (\int[mu]_(t in [set` Interval a (BRight x)]) (f t))%R in
a < BRight x -> {for x, continuous f} ->
derivable F x 1 /\ F^`() x = f x.
Proof.
move=> xu fi F ax fx; suff lfx : lebesgue_pt f x.
have /(_ ax lfx)[dfx f'xE] := @FTC1_lebesgue_pt _ a _ _ xu fi.
by split; [exact: dfx|rewrite f'xE].
apply: itv_continuous_lebesgue_pt xu _ ax fx.
by move/integrableP : fi => -[/measurable_EFinP].
Qed.
have /(_ ax lfx)[dfx f'xE] := @FTC1_lebesgue_pt _ a _ _ xu fi.
by split; [exact: dfx|rewrite f'xE].
apply: itv_continuous_lebesgue_pt xu _ ax fx.
by move/integrableP : fi => -[/measurable_EFinP].
Qed.
Corollary continuous_FTC1_closed f (a x : R) (u : R) : (x < u)%R ->
mu.-integrable `[a, u] (EFin \o f) ->
let F x := (\int[mu]_(t in [set` `[a, x]]) (f t))%R in
(a < x)%R -> {for x, continuous f} ->
derivable F x 1 /\ F^`() x = f x.
Proof.
End FTC.
Definition parameterized_integral {R : realType}
(mu : {measure set (g_sigma_algebraType (R.-ocitv.-measurable)) -> \bar R})
a x (f : R -> R) : R :=
(\int[mu]_(t in `[a, x]) f t)%R.
Section parameterized_integral_continuous.
Context {R : realType}.
Notation mu := (@lebesgue_measure R).
Let int := (parameterized_integral mu).
Lemma parameterized_integral_near_left (a b : R) (e : R) (f : R -> R) :
a < b -> 0 < e -> mu.-integrable `[a, b] (EFin \o f) ->
\forall c \near a, a <= c -> `| int a c f | < e.
Proof.
move=> ab e0 intf.
have : mu.-integrable setT (EFin \o f \_ `[a, b]).
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setTI.
move=> /integral_normr_continuous /(_ _ e0)[d [d0 /=]] ifab.
near=> c => ac.
have /ifab : (mu `[a, c] < d%:E)%E.
rewrite lebesgue_measure_itv/= lte_fin.
case: ifPn => // {}ac; rewrite -EFinD lte_fin.
by move: ac; near: c; exact: nbhs_right_ltDr.
move=> /(_ (measurable_itv _)) {ifab}.
apply: le_lt_trans.
have acbc : `[a, c] `<=` `[a, b].
by apply: subset_itvl; rewrite bnd_simp; move: ac; near: c; exact: nbhs_le.
rewrite -lee_fin fineK; last first.
apply: integral_fune_fin_num => //=.
rewrite (_ : (fun _ => _) = abse \o ((EFin \o f) \_ `[a, b])); last first.
by apply/funext => x /=; rewrite restrict_EFin.
apply/integrable_abse/integrable_restrict => //=.
by rewrite setIidl//; exact: integrableS intf.
rewrite [leRHS]integralEpatch//= [in leRHS]integralEpatch//=.
under [in leRHS]eq_integral.
move=> /= x xac.
rewrite -patch_setI setIid restrict_EFin/= restrict_normr/=.
rewrite -patch_setI setIidl//.
over.
rewrite /= [leRHS](_ : _ = \int[mu]_(x in `[a, c]) `| f x |%:E)%E; last first.
rewrite [RHS]integralEpatch//=; apply: eq_integral => x xac/=.
by rewrite restrict_EFin/= restrict_normr.
rewrite /int /parameterized_integral /=.
apply: (@le_trans _ _ ((\int[mu]_(t in `[a, c]) `|f t|))%:E).
by apply: le_normr_integral => //; exact: integrableS intf.
set rhs : \bar R := leRHS.
have [->|rhsoo] := eqVneq rhs +oo%E; first by rewrite leey.
rewrite /rhs /Rintegral -/rhs.
rewrite fineK// fin_numE rhsoo andbT -ltNye (@lt_le_trans _ _ 0%E)//.
exact: integral_ge0.
Unshelve. all: by end_near. Qed.
have : mu.-integrable setT (EFin \o f \_ `[a, b]).
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setTI.
move=> /integral_normr_continuous /(_ _ e0)[d [d0 /=]] ifab.
near=> c => ac.
have /ifab : (mu `[a, c] < d%:E)%E.
rewrite lebesgue_measure_itv/= lte_fin.
case: ifPn => // {}ac; rewrite -EFinD lte_fin.
by move: ac; near: c; exact: nbhs_right_ltDr.
move=> /(_ (measurable_itv _)) {ifab}.
apply: le_lt_trans.
have acbc : `[a, c] `<=` `[a, b].
by apply: subset_itvl; rewrite bnd_simp; move: ac; near: c; exact: nbhs_le.
rewrite -lee_fin fineK; last first.
apply: integral_fune_fin_num => //=.
rewrite (_ : (fun _ => _) = abse \o ((EFin \o f) \_ `[a, b])); last first.
by apply/funext => x /=; rewrite restrict_EFin.
apply/integrable_abse/integrable_restrict => //=.
by rewrite setIidl//; exact: integrableS intf.
rewrite [leRHS]integralEpatch//= [in leRHS]integralEpatch//=.
under [in leRHS]eq_integral.
move=> /= x xac.
rewrite -patch_setI setIid restrict_EFin/= restrict_normr/=.
rewrite -patch_setI setIidl//.
over.
rewrite /= [leRHS](_ : _ = \int[mu]_(x in `[a, c]) `| f x |%:E)%E; last first.
rewrite [RHS]integralEpatch//=; apply: eq_integral => x xac/=.
by rewrite restrict_EFin/= restrict_normr.
rewrite /int /parameterized_integral /=.
apply: (@le_trans _ _ ((\int[mu]_(t in `[a, c]) `|f t|))%:E).
by apply: le_normr_integral => //; exact: integrableS intf.
set rhs : \bar R := leRHS.
have [->|rhsoo] := eqVneq rhs +oo%E; first by rewrite leey.
rewrite /rhs /Rintegral -/rhs.
rewrite fineK// fin_numE rhsoo andbT -ltNye (@lt_le_trans _ _ 0%E)//.
exact: integral_ge0.
Unshelve. all: by end_near. Qed.
Lemma parameterized_integral_cvg_left a b (f : R -> R) : a < b ->
mu.-integrable `[a, b] (EFin \o f) ->
int a x f @[x --> a] --> 0.
Proof.
move=> ab intf; pose fab := f \_ `[a, b].
have intfab : mu.-integrable `[a, b] (EFin \o fab).
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setIidr.
apply/cvgrPdist_le => /= e e0; rewrite near_simpl; near=> x.
rewrite {1}/int /parameterized_integral sub0r normrN.
have [|xa] := leP a x.
move=> ax; apply/ltW; move: ax.
by near: x; exact: (@parameterized_integral_near_left _ b).
by rewrite set_itv_ge ?Rintegral_set0 ?normr0 ?(ltW e0)// -leNgt bnd_simp.
Unshelve. all: by end_near. Qed.
have intfab : mu.-integrable `[a, b] (EFin \o fab).
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setIidr.
apply/cvgrPdist_le => /= e e0; rewrite near_simpl; near=> x.
rewrite {1}/int /parameterized_integral sub0r normrN.
have [|xa] := leP a x.
move=> ax; apply/ltW; move: ax.
by near: x; exact: (@parameterized_integral_near_left _ b).
by rewrite set_itv_ge ?Rintegral_set0 ?normr0 ?(ltW e0)// -leNgt bnd_simp.
Unshelve. all: by end_near. Qed.
Lemma parameterized_integral_cvg_at_left a b (f : R -> R) : a < b ->
mu.-integrable `[a, b] (EFin \o f) ->
int a x f @[x --> b^'-] --> int a b f.
Proof.
move=> ab intf; pose fab := f \_ `[a, b].
have /= int_normr_cont : forall e : R, 0 < e ->
exists d : R, 0 < d /\
forall A, measurable A -> (mu A < d%:E)%E -> \int[mu]_(x in A) `|fab x| < e.
rewrite /= => e e0; apply: integral_normr_continuous => //=.
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setTI.
have intfab : mu.-integrable `[a, b] (EFin \o fab).
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setIidr.
rewrite /int /parameterized_integral; apply/cvgrPdist_le => /= e e0.
have [d [d0 /= {}int_normr_cont]] := int_normr_cont _ e0.
near=> x.
rewrite [in X in X - _](@itv_bndbnd_setU _ _ _ (BRight x))//;
[|by rewrite bnd_simp ltW..].
rewrite Rintegral_setU_EFin//=; last 2 first.
rewrite -itv_bndbnd_setU// ?bnd_simp; last 2 first.
by near: x; exact: nbhs_left_ge.
exact/ltW.
apply/disj_set2P; rewrite -subset0 => z/=; rewrite !in_itv/= => -[/andP[_]].
by rewrite leNgt => /negbTE ->.
have xbab : `]x, b] `<=` `[a, b].
by apply: subset_itvr; rewrite bnd_simp; near: x; exact: nbhs_left_ge.
rewrite -addrAC subrr add0r (le_trans (le_normr_integral _ _))//.
exact: integrableS intf.
rewrite [leLHS](_ : _ = (\int[mu]_(t in `]x, b]) normr (fab t)))//; last first.
apply: eq_Rintegral => //= z; rewrite inE/= in_itv/= => /andP[xz zb].
rewrite /fab patchE ifT// inE/= in_itv/= zb andbT (le_trans _ (ltW xz))//.
by near: x; exact: nbhs_left_ge.
apply/ltW/int_normr_cont => //.
rewrite lebesgue_measure_itv/= lte_fin.
rewrite ifT// -EFinD lte_fin.
near: x; exists d => // z; rewrite /ball_/= => + zb.
by rewrite gtr0_norm// ?subr_gt0.
Unshelve. all: by end_near. Qed.
have /= int_normr_cont : forall e : R, 0 < e ->
exists d : R, 0 < d /\
forall A, measurable A -> (mu A < d%:E)%E -> \int[mu]_(x in A) `|fab x| < e.
rewrite /= => e e0; apply: integral_normr_continuous => //=.
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setTI.
have intfab : mu.-integrable `[a, b] (EFin \o fab).
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setIidr.
rewrite /int /parameterized_integral; apply/cvgrPdist_le => /= e e0.
have [d [d0 /= {}int_normr_cont]] := int_normr_cont _ e0.
near=> x.
rewrite [in X in X - _](@itv_bndbnd_setU _ _ _ (BRight x))//;
[|by rewrite bnd_simp ltW..].
rewrite Rintegral_setU_EFin//=; last 2 first.
rewrite -itv_bndbnd_setU// ?bnd_simp; last 2 first.
by near: x; exact: nbhs_left_ge.
exact/ltW.
apply/disj_set2P; rewrite -subset0 => z/=; rewrite !in_itv/= => -[/andP[_]].
by rewrite leNgt => /negbTE ->.
have xbab : `]x, b] `<=` `[a, b].
by apply: subset_itvr; rewrite bnd_simp; near: x; exact: nbhs_left_ge.
rewrite -addrAC subrr add0r (le_trans (le_normr_integral _ _))//.
exact: integrableS intf.
rewrite [leLHS](_ : _ = (\int[mu]_(t in `]x, b]) normr (fab t)))//; last first.
apply: eq_Rintegral => //= z; rewrite inE/= in_itv/= => /andP[xz zb].
rewrite /fab patchE ifT// inE/= in_itv/= zb andbT (le_trans _ (ltW xz))//.
by near: x; exact: nbhs_left_ge.
apply/ltW/int_normr_cont => //.
rewrite lebesgue_measure_itv/= lte_fin.
rewrite ifT// -EFinD lte_fin.
near: x; exists d => // z; rewrite /ball_/= => + zb.
by rewrite gtr0_norm// ?subr_gt0.
Unshelve. all: by end_near. Qed.
Lemma parameterized_integral_continuous a b (f : R -> R) : a < b ->
mu.-integrable `[a, b] (EFin \o f) ->
{within `[a, b], continuous (fun x => int a x f)}.
Proof.
move=> ab intf; apply/(continuous_within_itvP _ ab); split; first last.
exact: parameterized_integral_cvg_at_left.
apply/cvg_at_right_filter.
rewrite {2}/int /parameterized_integral interval_set1 Rintegral_set1.
exact: (parameterized_integral_cvg_left ab).
pose fab := f \_ `[a, b].
have /= int_normr_cont : forall e : R, 0 < e ->
exists d : R, 0 < d /\
forall A, measurable A -> (mu A < d%:E)%E -> \int[mu]_(x in A) `|fab x| < e.
rewrite /= => e e0; apply: integral_normr_continuous => //=.
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setTI.
have intfab : mu.-integrable `[a, b] (EFin \o fab).
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setIidr.
rewrite /int /parameterized_integral => z; rewrite in_itv/= => /andP[az zb].
apply/cvgrPdist_le => /= e e0.
rewrite near_simpl.
have [d [d0 /= {}int_normr_cont]] := int_normr_cont _ e0.
near=> x.
have [xz|xz|->] := ltgtP x z; last by rewrite subrr normr0 ltW.
- have ax : a < x.
move: xz; near: x.
exists `|z - a| => /=; first by rewrite gtr0_norm ?subr_gt0.
move=> y /= + yz.
do 2 rewrite gtr0_norm ?subr_gt0//.
rewrite ltrBlDr -ltrBlDl; apply: le_lt_trans.
by rewrite opprB addrCA subrr addr0.
rewrite Rintegral_itvB//; last 3 first.
by apply: integrableS intf => //; apply: subset_itvl; exact: ltW.
by rewrite bnd_simp ltW.
exact: ltW.
have xzab : `]x, z] `<=` `[a, b].
by apply: subset_itvScc; rewrite bnd_simp; exact/ltW.
apply: (le_trans (le_normr_integral _ _)) => //; first exact: integrableS intf.
rewrite -(setIidl xzab) Rintegral_mkcondr/=.
under eq_Rintegral do rewrite restrict_normr.
apply/ltW/int_normr_cont => //.
rewrite lebesgue_measure_itv/= lte_fin xz -EFinD lte_fin ltrBlDl.
move: xz; near: x.
exists (d / 2); first by rewrite /= divr_gt0.
move=> x/= /[swap] xz.
rewrite gtr0_norm ?subr_gt0// ltrBlDl => /lt_le_trans; apply.
by rewrite lerD2l ler_pdivrMr// ler_pMr// ler1n.
+ have ax : a < x by rewrite (lt_trans az).
have xb : x < b.
move: xz; near: x.
exists `|b - z|; first by rewrite /= gtr0_norm ?subr_gt0.
move=> y /= + yz.
by rewrite ltr0_norm ?subr_lt0// gtr0_norm ?subr_gt0// opprB ltrBlDr subrK.
rewrite -opprB normrN Rintegral_itvB ?bnd_simp; [| |exact/ltW..]; last first.
by apply: integrableS intf => //; apply: subset_itvl; exact: ltW.
have zxab : `[z, x] `<=` `[a, b] by apply: subset_itvScc; exact/ltW.
have intzxf : mu.-integrable `[z, x] (EFin \o f) by exact: integrableS intf.
rewrite Rintegral_itv_obnd_cbnd//; last first.
by apply: (@integrableS _ _ _ mu `[z, x]) => //; exact: subset_itv_oc_cc.
apply: (le_trans (le_normr_integral _ _)) => //.
rewrite -(setIidl zxab) Rintegral_mkcondr/=.
under eq_Rintegral do rewrite restrict_normr.
apply/ltW/int_normr_cont => //.
rewrite lebesgue_measure_itv/= lte_fin xz -EFinD lte_fin ltrBlDl.
move: xz; near: x.
exists (d / 2); first by rewrite /= divr_gt0.
move=> x/= /[swap] xz.
rewrite ltr0_norm ?subr_lt0// opprB ltrBlDl => /lt_le_trans; apply.
by rewrite lerD2l ler_pdivrMr// ler_pMr// ler1n.
Unshelve. all: by end_near. Qed.
exact: parameterized_integral_cvg_at_left.
apply/cvg_at_right_filter.
rewrite {2}/int /parameterized_integral interval_set1 Rintegral_set1.
exact: (parameterized_integral_cvg_left ab).
pose fab := f \_ `[a, b].
have /= int_normr_cont : forall e : R, 0 < e ->
exists d : R, 0 < d /\
forall A, measurable A -> (mu A < d%:E)%E -> \int[mu]_(x in A) `|fab x| < e.
rewrite /= => e e0; apply: integral_normr_continuous => //=.
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setTI.
have intfab : mu.-integrable `[a, b] (EFin \o fab).
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setIidr.
rewrite /int /parameterized_integral => z; rewrite in_itv/= => /andP[az zb].
apply/cvgrPdist_le => /= e e0.
rewrite near_simpl.
have [d [d0 /= {}int_normr_cont]] := int_normr_cont _ e0.
near=> x.
have [xz|xz|->] := ltgtP x z; last by rewrite subrr normr0 ltW.
- have ax : a < x.
move: xz; near: x.
exists `|z - a| => /=; first by rewrite gtr0_norm ?subr_gt0.
move=> y /= + yz.
do 2 rewrite gtr0_norm ?subr_gt0//.
rewrite ltrBlDr -ltrBlDl; apply: le_lt_trans.
by rewrite opprB addrCA subrr addr0.
rewrite Rintegral_itvB//; last 3 first.
by apply: integrableS intf => //; apply: subset_itvl; exact: ltW.
by rewrite bnd_simp ltW.
exact: ltW.
have xzab : `]x, z] `<=` `[a, b].
by apply: subset_itvScc; rewrite bnd_simp; exact/ltW.
apply: (le_trans (le_normr_integral _ _)) => //; first exact: integrableS intf.
rewrite -(setIidl xzab) Rintegral_mkcondr/=.
under eq_Rintegral do rewrite restrict_normr.
apply/ltW/int_normr_cont => //.
rewrite lebesgue_measure_itv/= lte_fin xz -EFinD lte_fin ltrBlDl.
move: xz; near: x.
exists (d / 2); first by rewrite /= divr_gt0.
move=> x/= /[swap] xz.
rewrite gtr0_norm ?subr_gt0// ltrBlDl => /lt_le_trans; apply.
by rewrite lerD2l ler_pdivrMr// ler_pMr// ler1n.
+ have ax : a < x by rewrite (lt_trans az).
have xb : x < b.
move: xz; near: x.
exists `|b - z|; first by rewrite /= gtr0_norm ?subr_gt0.
move=> y /= + yz.
by rewrite ltr0_norm ?subr_lt0// gtr0_norm ?subr_gt0// opprB ltrBlDr subrK.
rewrite -opprB normrN Rintegral_itvB ?bnd_simp; [| |exact/ltW..]; last first.
by apply: integrableS intf => //; apply: subset_itvl; exact: ltW.
have zxab : `[z, x] `<=` `[a, b] by apply: subset_itvScc; exact/ltW.
have intzxf : mu.-integrable `[z, x] (EFin \o f) by exact: integrableS intf.
rewrite Rintegral_itv_obnd_cbnd//; last first.
by apply: (@integrableS _ _ _ mu `[z, x]) => //; exact: subset_itv_oc_cc.
apply: (le_trans (le_normr_integral _ _)) => //.
rewrite -(setIidl zxab) Rintegral_mkcondr/=.
under eq_Rintegral do rewrite restrict_normr.
apply/ltW/int_normr_cont => //.
rewrite lebesgue_measure_itv/= lte_fin xz -EFinD lte_fin ltrBlDl.
move: xz; near: x.
exists (d / 2); first by rewrite /= divr_gt0.
move=> x/= /[swap] xz.
rewrite ltr0_norm ?subr_lt0// opprB ltrBlDl => /lt_le_trans; apply.
by rewrite lerD2l ler_pdivrMr// ler_pMr// ler1n.
Unshelve. all: by end_near. Qed.
End parameterized_integral_continuous.
Section corollary_FTC1.
Context {R : realType}.
Notation mu := lebesgue_measure.
Local Open Scope ereal_scope.
Implicit Types (f : R -> R) (a b : R).
Let within_continuous_restrict f a b : (a < b)%R ->
{within `[a, b], continuous f} -> {in `]a, b[, continuous (f \_ `[a, b])}.
Proof.
move=> ab + x xab; move=> /(_ x).
rewrite {1}/continuous_at => xf.
rewrite /prop_for /continuous_at patchE.
rewrite mem_set ?mulr1 /=; last exact: subset_itv_oo_cc.
exact: cvg_patch.
Qed.
rewrite {1}/continuous_at => xf.
rewrite /prop_for /continuous_at patchE.
rewrite mem_set ?mulr1 /=; last exact: subset_itv_oo_cc.
exact: cvg_patch.
Qed.
Corollary continuous_FTC2 f F a b : (a < b)%R ->
{within `[a, b], continuous f} ->
derivable_oo_continuous_bnd F a b ->
{in `]a, b[, F^`() =1 f} ->
(\int[mu]_(x in `[a, b]) (f x)%:E = (F b)%:E - (F a)%:E)%E.
Proof.
move=> ab cf dF F'f.
pose fab := f \_ `[a, b].
pose G x : R := (\int[mu]_(t in `[a, x]) fab t)%R.
have iabf : mu.-integrable `[a, b] (EFin \o f).
by apply: continuous_compact_integrable => //; exact: segment_compact.
have G'f : {in `]a, b[, forall x, G^`() x = fab x /\ derivable G x 1}.
move=> x /[!in_itv]/= /andP[ax xb].
have ifab : mu.-integrable `[a, b] (EFin \o fab).
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setIid.
have cfab : {for x, continuous fab}.
by apply: within_continuous_restrict => //; rewrite in_itv/= ax xb.
by have [] := continuous_FTC1_closed xb ifab ax cfab.
have F'G'0 : {in `]a, b[, (F^`() - G^`() =1 cst 0)%R}.
move=> x xab; rewrite !fctE (G'f x xab).1 /fab.
by rewrite patchE mem_set/= ?F'f ?subrr//; exact: subset_itv_oo_cc.
have [k FGk] : exists k : R, {in `]a, b[, (F - G =1 cst k)%R}.
have : {in `]a, b[ &, forall x y, (F x - G x = F y - G y)%R}.
move=> x y xab yab.
wlog xLy : x y xab yab / (x <= y)%R.
move=> abFG; have [|/ltW] := leP x y; first exact: abFG.
by move/abFG => /(_ yab xab).
move: xLy; rewrite le_eqVlt => /predU1P[->//|xy].
have [| |] := @MVT _ (F \- G)%R (F^`() - G^`())%R x y xy.
- move=> z zxy; have zab : z \in `]a, b[.
move: z zxy; apply: subset_itvW => //.
+ by move: xab; rewrite in_itv/= => /andP[/ltW].
+ by move: yab; rewrite in_itv/= => /andP[_ /ltW].
have Fz1 : derivable F z 1.
by case: dF => /= + _ _; apply; rewrite inE in zab.
have Gz1 : derivable G z 1 by have [|] := G'f z.
apply: DeriveDef.
+ by apply: derivableB; [exact: Fz1|exact: Gz1].
+ by rewrite deriveB -?derive1E; [by []|exact: Fz1|exact: Gz1].
- apply: derivable_within_continuous => z zxy.
apply: derivableB.
+ case: dF => /= + _ _; apply.
apply: subset_itvSoo zxy => //.
by move: xab; rewrite in_itv/= => /andP[].
by move: yab; rewrite in_itv/= => /andP[].
+ apply: (G'f _ _).2; apply: subset_itvSoo zxy => //.
by move: xab; rewrite in_itv/= => /andP[].
by move: yab; rewrite in_itv/= => /andP[].
- move=> z zxy; rewrite F'G'0.
by rewrite /cst/= mul0r => /eqP; rewrite subr_eq0 => /eqP.
apply: subset_itvSoo zxy => //=; rewrite bnd_simp.
* by move: xab; rewrite in_itv/= => /andP[/ltW].
* by move: yab; rewrite in_itv/= => /andP[_ /ltW].
move=> H; pose c := (a + b) / 2.
exists (F c - G c)%R => u /(H u c); apply.
by rewrite in_itv/= midf_lt//= midf_lt.
have [c GFc] : exists c : R, forall x, x \in `]a, b[ -> (F x - G x)%R = c.
by exists k => x xab; rewrite -[k]/(cst k x) -(FGk x xab).
case: (dF) => _ Fa Fb.
have GacFa : G x @[x --> a^'+] --> (- c + F a)%R.
have Fap : Filter a^'+ by exact: at_right_proper_filter.
have GFac : (G x - F x)%R @[x --> a^'+] --> (- c)%R.
apply/cvgrPdist_le => /= e e0; near=> t.
rewrite opprB GFc; last by rewrite in_itv/=; apply/andP.
by rewrite addrC subrr normr0 ltW.
have := @cvgD _ _ _ _ Fap _ _ _ _ GFac Fa.
rewrite (_ : (G \- F)%R + F = G)//.
by apply/funext => x/=; rewrite subrK.
have GbcFb : G x @[x --> b^'-] --> (- c + F b)%R.
have Fbn : Filter b^'- by exact: at_left_proper_filter.
have GFbc : (G x - F x)%R @[x --> b^'-] --> (- c)%R.
apply/cvgrPdist_le => /= e e0; near=> t.
rewrite opprB GFc; last by rewrite in_itv/=; apply/andP.
by rewrite addrC subrr normr0 ltW.
have := @cvgD _ _ _ _ Fbn _ _ _ _ GFbc Fb.
rewrite (_ : (G \- F)%R + F = G)//.
by apply/funext => x/=; rewrite subrK.
have contF : {within `[a, b], continuous F}.
apply/(continuous_within_itvP _ ab); split => //.
move=> z zab; apply/differentiable_continuous/derivable1_diffP.
by case: dF => /= + _ _; exact.
have iabfab : mu.-integrable `[a, b] (EFin \o fab).
by rewrite -restrict_EFin; apply/integrable_restrict => //; rewrite setIidr.
have Ga : G x @[x --> a^'+] --> G a.
have := parameterized_integral_cvg_left ab iabfab.
rewrite (_ : 0 = G a)%R.
by move=> /left_right_continuousP[].
by rewrite /G interval_set1 Rintegral_set1.
have Gb : G x @[x --> b^'-] --> G b.
exact: (parameterized_integral_cvg_at_left ab iabfab).
have Ga0 : G a = 0%R by rewrite /G interval_set1// Rintegral_set1.
have cE : c = F a.
apply/eqP; rewrite -(opprK c) eq_sym -addr_eq0 addrC.
by have := cvg_unique _ GacFa Ga; rewrite Ga0 => ->.
have GbFbc : G b = (F b - c)%R.
by have := cvg_unique _ GbcFb Gb; rewrite addrC => ->.
rewrite -EFinB -cE -GbFbc /G /Rintegral/= fineK//.
rewrite integralEpatch//=.
by under eq_integral do rewrite restrict_EFin.
exact: integral_fune_fin_num.
Unshelve. all: by end_near. Qed.
pose fab := f \_ `[a, b].
pose G x : R := (\int[mu]_(t in `[a, x]) fab t)%R.
have iabf : mu.-integrable `[a, b] (EFin \o f).
by apply: continuous_compact_integrable => //; exact: segment_compact.
have G'f : {in `]a, b[, forall x, G^`() x = fab x /\ derivable G x 1}.
move=> x /[!in_itv]/= /andP[ax xb].
have ifab : mu.-integrable `[a, b] (EFin \o fab).
by rewrite -restrict_EFin; apply/integrable_restrict => //=; rewrite setIid.
have cfab : {for x, continuous fab}.
by apply: within_continuous_restrict => //; rewrite in_itv/= ax xb.
by have [] := continuous_FTC1_closed xb ifab ax cfab.
have F'G'0 : {in `]a, b[, (F^`() - G^`() =1 cst 0)%R}.
move=> x xab; rewrite !fctE (G'f x xab).1 /fab.
by rewrite patchE mem_set/= ?F'f ?subrr//; exact: subset_itv_oo_cc.
have [k FGk] : exists k : R, {in `]a, b[, (F - G =1 cst k)%R}.
have : {in `]a, b[ &, forall x y, (F x - G x = F y - G y)%R}.
move=> x y xab yab.
wlog xLy : x y xab yab / (x <= y)%R.
move=> abFG; have [|/ltW] := leP x y; first exact: abFG.
by move/abFG => /(_ yab xab).
move: xLy; rewrite le_eqVlt => /predU1P[->//|xy].
have [| |] := @MVT _ (F \- G)%R (F^`() - G^`())%R x y xy.
- move=> z zxy; have zab : z \in `]a, b[.
move: z zxy; apply: subset_itvW => //.
+ by move: xab; rewrite in_itv/= => /andP[/ltW].
+ by move: yab; rewrite in_itv/= => /andP[_ /ltW].
have Fz1 : derivable F z 1.
by case: dF => /= + _ _; apply; rewrite inE in zab.
have Gz1 : derivable G z 1 by have [|] := G'f z.
apply: DeriveDef.
+ by apply: derivableB; [exact: Fz1|exact: Gz1].
+ by rewrite deriveB -?derive1E; [by []|exact: Fz1|exact: Gz1].
- apply: derivable_within_continuous => z zxy.
apply: derivableB.
+ case: dF => /= + _ _; apply.
apply: subset_itvSoo zxy => //.
by move: xab; rewrite in_itv/= => /andP[].
by move: yab; rewrite in_itv/= => /andP[].
+ apply: (G'f _ _).2; apply: subset_itvSoo zxy => //.
by move: xab; rewrite in_itv/= => /andP[].
by move: yab; rewrite in_itv/= => /andP[].
- move=> z zxy; rewrite F'G'0.
by rewrite /cst/= mul0r => /eqP; rewrite subr_eq0 => /eqP.
apply: subset_itvSoo zxy => //=; rewrite bnd_simp.
* by move: xab; rewrite in_itv/= => /andP[/ltW].
* by move: yab; rewrite in_itv/= => /andP[_ /ltW].
move=> H; pose c := (a + b) / 2.
exists (F c - G c)%R => u /(H u c); apply.
by rewrite in_itv/= midf_lt//= midf_lt.
have [c GFc] : exists c : R, forall x, x \in `]a, b[ -> (F x - G x)%R = c.
by exists k => x xab; rewrite -[k]/(cst k x) -(FGk x xab).
case: (dF) => _ Fa Fb.
have GacFa : G x @[x --> a^'+] --> (- c + F a)%R.
have Fap : Filter a^'+ by exact: at_right_proper_filter.
have GFac : (G x - F x)%R @[x --> a^'+] --> (- c)%R.
apply/cvgrPdist_le => /= e e0; near=> t.
rewrite opprB GFc; last by rewrite in_itv/=; apply/andP.
by rewrite addrC subrr normr0 ltW.
have := @cvgD _ _ _ _ Fap _ _ _ _ GFac Fa.
rewrite (_ : (G \- F)%R + F = G)//.
by apply/funext => x/=; rewrite subrK.
have GbcFb : G x @[x --> b^'-] --> (- c + F b)%R.
have Fbn : Filter b^'- by exact: at_left_proper_filter.
have GFbc : (G x - F x)%R @[x --> b^'-] --> (- c)%R.
apply/cvgrPdist_le => /= e e0; near=> t.
rewrite opprB GFc; last by rewrite in_itv/=; apply/andP.
by rewrite addrC subrr normr0 ltW.
have := @cvgD _ _ _ _ Fbn _ _ _ _ GFbc Fb.
rewrite (_ : (G \- F)%R + F = G)//.
by apply/funext => x/=; rewrite subrK.
have contF : {within `[a, b], continuous F}.
apply/(continuous_within_itvP _ ab); split => //.
move=> z zab; apply/differentiable_continuous/derivable1_diffP.
by case: dF => /= + _ _; exact.
have iabfab : mu.-integrable `[a, b] (EFin \o fab).
by rewrite -restrict_EFin; apply/integrable_restrict => //; rewrite setIidr.
have Ga : G x @[x --> a^'+] --> G a.
have := parameterized_integral_cvg_left ab iabfab.
rewrite (_ : 0 = G a)%R.
by move=> /left_right_continuousP[].
by rewrite /G interval_set1 Rintegral_set1.
have Gb : G x @[x --> b^'-] --> G b.
exact: (parameterized_integral_cvg_at_left ab iabfab).
have Ga0 : G a = 0%R by rewrite /G interval_set1// Rintegral_set1.
have cE : c = F a.
apply/eqP; rewrite -(opprK c) eq_sym -addr_eq0 addrC.
by have := cvg_unique _ GacFa Ga; rewrite Ga0 => ->.
have GbFbc : G b = (F b - c)%R.
by have := cvg_unique _ GbcFb Gb; rewrite addrC => ->.
rewrite -EFinB -cE -GbFbc /G /Rintegral/= fineK//.
rewrite integralEpatch//=.
by under eq_integral do rewrite restrict_EFin.
exact: integral_fune_fin_num.
Unshelve. all: by end_near. Qed.
End corollary_FTC1.
Section integration_by_parts.
Context {R : realType}.
Notation mu := lebesgue_measure.
Local Open Scope ereal_scope.
Implicit Types (F G f g : R -> R) (a b : R).
Lemma integration_by_parts F G f g a b : (a < b)%R ->
{within `[a, b], continuous f} ->
derivable_oo_continuous_bnd F a b ->
{in `]a, b[, F^`() =1 f} ->
{within `[a, b], continuous g} ->
derivable_oo_continuous_bnd G a b ->
{in `]a, b[, G^`() =1 g} ->
\int[mu]_(x in `[a, b]) (F x * g x)%:E = (F b * G b - F a * G a)%:E -
\int[mu]_(x in `[a, b]) (f x * G x)%:E.
Proof.
move=> ab cf Fab Ff cg Gab Gg.
have cfg : {within `[a, b], continuous (f * G + F * g)%R}.
apply/subspace_continuousP => x abx; apply: cvgD.
- apply: cvgM.
+ by move/subspace_continuousP : cf; exact.
+ have := derivable_oo_continuous_bnd_within Gab.
by move/subspace_continuousP; exact.
- apply: cvgM.
+ have := derivable_oo_continuous_bnd_within Fab.
by move/subspace_continuousP; exact.
+ by move/subspace_continuousP : cg; exact.
have FGab : derivable_oo_continuous_bnd (F * G)%R a b.
move: Fab Gab => /= [abF FFa FFb] [abG GGa GGb];split; [|exact:cvgM..].
by move=> z zab; apply: derivableM; [exact: abF|exact: abG].
have FGfg : {in `]a, b[, (F * G)^`() =1 f * G + F * g}%R.
move: Fab Gab => /= [abF FFa FFb] [abG GGa GGb] z zba.
rewrite derive1E deriveM; [|exact: abF|exact: abG].
by rewrite -derive1E Gg// -derive1E Ff// addrC (mulrC f).
have := continuous_FTC2 ab cfg FGab FGfg; rewrite -EFinB => <-.
under [X in _ = X - _]eq_integral do rewrite EFinD.
have ? : mu.-integrable `[a, b] (fun x => ((f * G) x)%:E).
apply: continuous_compact_integrable => //; first exact: segment_compact.
apply/subspace_continuousP => x abx; apply: cvgM.
+ by move/subspace_continuousP : cf; exact.
+ have := derivable_oo_continuous_bnd_within Gab.
by move/subspace_continuousP; exact.
rewrite /= integralD//=.
- by rewrite addeAC subee ?add0e// integral_fune_fin_num.
- apply: continuous_compact_integrable => //; first exact: segment_compact.
apply/subspace_continuousP => x abx;apply: cvgM.
+ have := derivable_oo_continuous_bnd_within Fab.
by move/subspace_continuousP; exact.
+ by move/subspace_continuousP : cg; exact.
Qed.
have cfg : {within `[a, b], continuous (f * G + F * g)%R}.
apply/subspace_continuousP => x abx; apply: cvgD.
- apply: cvgM.
+ by move/subspace_continuousP : cf; exact.
+ have := derivable_oo_continuous_bnd_within Gab.
by move/subspace_continuousP; exact.
- apply: cvgM.
+ have := derivable_oo_continuous_bnd_within Fab.
by move/subspace_continuousP; exact.
+ by move/subspace_continuousP : cg; exact.
have FGab : derivable_oo_continuous_bnd (F * G)%R a b.
move: Fab Gab => /= [abF FFa FFb] [abG GGa GGb];split; [|exact:cvgM..].
by move=> z zab; apply: derivableM; [exact: abF|exact: abG].
have FGfg : {in `]a, b[, (F * G)^`() =1 f * G + F * g}%R.
move: Fab Gab => /= [abF FFa FFb] [abG GGa GGb] z zba.
rewrite derive1E deriveM; [|exact: abF|exact: abG].
by rewrite -derive1E Gg// -derive1E Ff// addrC (mulrC f).
have := continuous_FTC2 ab cfg FGab FGfg; rewrite -EFinB => <-.
under [X in _ = X - _]eq_integral do rewrite EFinD.
have ? : mu.-integrable `[a, b] (fun x => ((f * G) x)%:E).
apply: continuous_compact_integrable => //; first exact: segment_compact.
apply/subspace_continuousP => x abx; apply: cvgM.
+ by move/subspace_continuousP : cf; exact.
+ have := derivable_oo_continuous_bnd_within Gab.
by move/subspace_continuousP; exact.
rewrite /= integralD//=.
- by rewrite addeAC subee ?add0e// integral_fune_fin_num.
- apply: continuous_compact_integrable => //; first exact: segment_compact.
apply/subspace_continuousP => x abx;apply: cvgM.
+ have := derivable_oo_continuous_bnd_within Fab.
by move/subspace_continuousP; exact.
+ by move/subspace_continuousP : cg; exact.
Qed.
End integration_by_parts.
Section Rintegration_by_parts.
Context {R : realType}.
Notation mu := lebesgue_measure.
Implicit Types (F G f g : R -> R) (a b : R).
Lemma Rintegration_by_parts F G f g a b :
(a < b)%R ->
{within `[a, b], continuous f} ->
derivable_oo_continuous_bnd F a b ->
{in `]a, b[, F^`() =1 f} ->
{within `[a, b], continuous g} ->
derivable_oo_continuous_bnd G a b ->
{in `]a, b[, G^`() =1 g} ->
\int[mu]_(x in `[a, b]) (F x * g x) = (F b * G b - F a * G a) -
\int[mu]_(x in `[a, b]) (f x * G x).
Proof.
move=> ab cf Fab Ff cg Gab Gg.
rewrite [in LHS]/Rintegral (@integration_by_parts R F G f g)// fineB//.
suff: mu.-integrable `[a, b] (fun x => (f x * G x)%:E).
move=> /integrableP[? abfG]; apply: fin_real.
rewrite (_ : -oo = - +oo)%E// -lte_absl.
by apply: le_lt_trans abfG; exact: le_abse_integral.
apply: continuous_compact_integrable.
exact: segment_compact.
move=> /= z; apply: continuousM; [exact: cf|].
exact: (derivable_oo_continuous_bnd_within Gab).
Qed.
rewrite [in LHS]/Rintegral (@integration_by_parts R F G f g)// fineB//.
suff: mu.-integrable `[a, b] (fun x => (f x * G x)%:E).
move=> /integrableP[? abfG]; apply: fin_real.
rewrite (_ : -oo = - +oo)%E// -lte_absl.
by apply: le_lt_trans abfG; exact: le_abse_integral.
apply: continuous_compact_integrable.
exact: segment_compact.
move=> /= z; apply: continuousM; [exact: cf|].
exact: (derivable_oo_continuous_bnd_within Gab).
Qed.
End Rintegration_by_parts.
Section integration_by_substitution_preliminaries.
Context {R : realType}.
Notation mu := lebesgue_measure.
Implicit Types (F G f : R -> R) (a b : R).
Lemma increasing_image_oo F (a b : R) : (a < b)%R ->
{in `[a, b] &, {homo F : x y / (x < y)%R}} ->
F @` `]a, b[ `<=` `]F a, F b[.
Proof.
Lemma decreasing_image_oo F (a b : R) : (a < b)%R ->
{in `[a, b] &, {homo F : x y /~ (x < y)%R}} ->
F @` `]a, b[ `<=` `]F b, F a[.
Proof.
Lemma increasing_cvg_at_right_comp F G a b (l : R) : (a < b)%R ->
{in `[a, b[ &, {homo F : x y / (x < y)%R}} ->
F x @[x --> a^'+] --> F a ->
G x @[x --> (F a)^'+] --> l ->
(G \o F) x @[x --> a^'+] --> l.
Proof.
move=> ab incrF cFa GFa.
apply/cvgrPdist_le => /= e e0.
have/cvgrPdist_le /(_ e e0) [d /= d0 {}GFa] := GFa.
have := cvg_at_right_within cFa.
move=> /cvgrPdist_lt/(_ _ d0)[d' /= d'0 {}cFa].
near=> t.
apply: GFa; last by apply: incrF; rewrite //in_itv/= ?lexx//; apply/andP; split.
apply: cFa => //=.
rewrite ltr0_norm// ?subr_lt0// opprB.
by near: t; exact: nbhs_right_ltDr.
Unshelve. all: end_near. Qed.
apply/cvgrPdist_le => /= e e0.
have/cvgrPdist_le /(_ e e0) [d /= d0 {}GFa] := GFa.
have := cvg_at_right_within cFa.
move=> /cvgrPdist_lt/(_ _ d0)[d' /= d'0 {}cFa].
near=> t.
apply: GFa; last by apply: incrF; rewrite //in_itv/= ?lexx//; apply/andP; split.
apply: cFa => //=.
rewrite ltr0_norm// ?subr_lt0// opprB.
by near: t; exact: nbhs_right_ltDr.
Unshelve. all: end_near. Qed.
Lemma increasing_cvg_at_left_comp F G a b (l : R) : (a < b)%R ->
{in `]a, b] &, {homo F : x y / (x < y)%R}} ->
F x @[x --> b^'-] --> F b ->
G x @[x --> (F b)^'-] --> l ->
(G \o F) x @[x --> b^'-] --> l.
Proof.
move=> ab incrF cFb GFb.
apply/cvgrPdist_le => /= e e0.
have/cvgrPdist_le /(_ e e0) [d /= d0 {}GFb] := GFb.
have := cvg_at_left_within cFb.
move/cvgrPdist_lt/(_ _ d0) => [d' /= d'0 {}cFb].
near=> t.
apply: GFb; last by apply: incrF; rewrite //in_itv/= ?lexx//; apply/andP; split.
apply: cFb => //=.
rewrite gtr0_norm// ?subr_gt0//.
by near: t; exact: nbhs_left_ltBl.
Unshelve. all: end_near. Qed.
apply/cvgrPdist_le => /= e e0.
have/cvgrPdist_le /(_ e e0) [d /= d0 {}GFb] := GFb.
have := cvg_at_left_within cFb.
move/cvgrPdist_lt/(_ _ d0) => [d' /= d'0 {}cFb].
near=> t.
apply: GFb; last by apply: incrF; rewrite //in_itv/= ?lexx//; apply/andP; split.
apply: cFb => //=.
rewrite gtr0_norm// ?subr_gt0//.
by near: t; exact: nbhs_left_ltBl.
Unshelve. all: end_near. Qed.
Lemma decreasing_cvg_at_right_comp F G a b (l : R) : (a < b)%R ->
{in `[a, b[ &, {homo F : x y /~ (x < y)%R}} ->
F x @[x --> a^'+] --> F a ->
G x @[x --> (F a)^'-] --> l ->
(G \o F) x @[x --> a^'+] --> l.
Proof.
move=> ab decrF cFa GFa.
apply/cvgrPdist_le => /= e e0.
have/cvgrPdist_le /(_ e e0) [d' /= d'0 {}GFa] := GFa.
have := cvg_at_right_within cFa.
move/cvgrPdist_lt/(_ _ d'0) => [d'' /= d''0 {}cFa].
near=> t.
apply: GFa; last by apply: decrF; rewrite //in_itv/= ?lexx//; apply/andP; split.
apply: cFa => //=.
rewrite ltr0_norm// ?subr_lt0// opprB.
by near: t; exact: nbhs_right_ltDr.
Unshelve. all: end_near. Qed.
apply/cvgrPdist_le => /= e e0.
have/cvgrPdist_le /(_ e e0) [d' /= d'0 {}GFa] := GFa.
have := cvg_at_right_within cFa.
move/cvgrPdist_lt/(_ _ d'0) => [d'' /= d''0 {}cFa].
near=> t.
apply: GFa; last by apply: decrF; rewrite //in_itv/= ?lexx//; apply/andP; split.
apply: cFa => //=.
rewrite ltr0_norm// ?subr_lt0// opprB.
by near: t; exact: nbhs_right_ltDr.
Unshelve. all: end_near. Qed.
Lemma decreasing_cvg_at_left_comp F G a b (l : R) : (a < b)%R ->
{in `]a, b] &, {homo F : x y /~ (x < y)%R}} ->
F x @[x --> b^'-] --> F b ->
G x @[x --> (F b)^'+] --> l ->
(G \o F) x @[x --> b^'-] --> l.
Proof.
move=> ab decrF cFb GFb.
apply/cvgrPdist_le => /= e e0.
have/cvgrPdist_le /(_ e e0) [d' /= d'0 {}GFb] := GFb.
have := cvg_at_left_within cFb. (* different point from gt0 version *)
move/cvgrPdist_lt/(_ _ d'0) => [d'' /= d''0 {}cFb].
near=> t.
apply: GFb; last by apply: decrF; rewrite //in_itv/= ?lexx//; apply/andP; split.
apply: cFb => //=.
rewrite gtr0_norm// ?subr_gt0//.
by near: t; exact: nbhs_left_ltBl.
Unshelve. all: end_near. Qed.
apply/cvgrPdist_le => /= e e0.
have/cvgrPdist_le /(_ e e0) [d' /= d'0 {}GFb] := GFb.
have := cvg_at_left_within cFb. (* different point from gt0 version *)
move/cvgrPdist_lt/(_ _ d'0) => [d'' /= d''0 {}cFb].
near=> t.
apply: GFb; last by apply: decrF; rewrite //in_itv/= ?lexx//; apply/andP; split.
apply: cFb => //=.
rewrite gtr0_norm// ?subr_gt0//.
by near: t; exact: nbhs_left_ltBl.
Unshelve. all: end_near. Qed.
End integration_by_substitution_preliminaries.
Section integration_by_substitution.
Local Open Scope ereal_scope.
Context {R : realType}.
Notation mu := lebesgue_measure.
Implicit Types (F G f : R -> R) (a b : R).
Lemma integration_by_substitution_decreasing F G a b : (a < b)%R ->
{in `[a, b] &, {homo F : x y /~ (x < y)%R}} ->
{in `]a, b[, continuous F^`()} ->
cvg (F^`() x @[x --> a^'+]) ->
cvg (F^`() x @[x --> b^'-]) ->
derivable_oo_continuous_bnd F a b ->
{within `[F b, F a], continuous G} ->
\int[mu]_(x in `[F b, F a]) (G x)%:E =
\int[mu]_(x in `[a, b]) (((G \o F) * - F^`()) x)%:E.
Proof.
move=> ab decrF cF' /cvg_ex[/= r F'ar] /cvg_ex[/= l F'bl] Fab cG.
have cF := derivable_oo_continuous_bnd_within Fab.
have FbFa : (F b < F a)%R by apply: decrF; rewrite //= in_itv/= (ltW ab) lexx.
have mGFF' : measurable_fun `]a, b[ ((G \o F) * F^`())%R.
apply: measurable_funM.
- apply: (measurable_comp (measurable_itv `]F b, F a[)).
+ exact: decreasing_image_oo.
+ apply: subspace_continuous_measurable_fun => //.
by apply: continuous_subspaceW cG; exact/subset_itv_oo_cc.
+ apply: subspace_continuous_measurable_fun => //.
by apply: continuous_subspaceW cF; exact/subset_itv_oo_cc.
- apply: subspace_continuous_measurable_fun => //.
by apply: continuous_in_subspaceT => x; rewrite inE/= => /cF'.
have {}mGFF' : measurable_fun `[a, b] ((G \o F) * F^`())%R.
exact: measurable_fun_itv_cc mGFF'.
have intG : mu.-integrable `[F b, F a] (EFin \o G).
by apply: continuous_compact_integrable => //; exact: segment_compact.
pose PG x := parameterized_integral mu (F b) x G.
have PGFbFa : derivable_oo_continuous_bnd PG (F b) (F a).
have [/= dF rF lF] := Fab; split => /=.
- move=> x xFbFa /=.
have xFa : (x < F a)%R by move: xFbFa; rewrite in_itv/= => /andP[].
apply: (continuous_FTC1 xFa intG _ _).1 => /=.
by move: xFbFa; rewrite lte_fin in_itv/= => /andP[].
exact: (within_continuous_continuous _ _ xFbFa).
- have := parameterized_integral_continuous FbFa intG.
by move=> /(continuous_within_itvP _ FbFa)[].
- exact: parameterized_integral_cvg_at_left.
rewrite (@continuous_FTC2 _ _ PG _ _ FbFa cG); last 2 first.
- split.
+ move=> x /[dup]xFbFa; rewrite in_itv/= => /andP[Fbx xFa].
apply: (continuous_FTC1 xFa intG Fbx _).1.
by move: cG => /(continuous_within_itvP _ FbFa)[+ _ _]; exact.
+ have := parameterized_integral_continuous FbFa intG.
by move=> /(continuous_within_itvP _ FbFa)[].
+ exact: parameterized_integral_cvg_at_left.
- move=> x xFbFa.
have xFa : (x < F a)%R by move: xFbFa; rewrite in_itv/= => /andP[].
apply: (continuous_FTC1 xFa _ _ _).2 => //=.
by move: xFbFa; rewrite lte_fin in_itv/= => /andP[].
exact: (within_continuous_continuous _ _ xFbFa).
set f := fun x => if x == a then r else if x == b then l else F^`() x.
have fE : {in `]a, b[, F^`() =1 f}.
by move=> x; rewrite in_itv/= => /andP[ax xb]; rewrite /f gt_eqF// lt_eqF.
have DPGFE : {in `]a, b[, (- (PG \o F))%R^`() =1 ((G \o F) * (- f))%R}.
move=> x /[dup]xab /andP[ax xb]; rewrite derive1_comp //; last first.
apply: diff_derivable; apply: differentiable_comp; apply/derivable1_diffP.
by case: Fab => + _ _; exact.
by case: PGFbFa => + _ _; apply; exact: decreasing_image_oo.
have /(@derive_val _ _ _ _ _ -%R) := @is_deriveNid _ _ (PG (F x)) 1%R.
rewrite fctE -derive1E => ->; rewrite mulN1r mulrN; congr -%R.
rewrite derive1_comp; last 2 first.
- by case: Fab => + _ _; exact.
- by case: PGFbFa => [+ _ _]; apply; exact: decreasing_image_oo.
rewrite fE//; congr *%R.
have /[dup]FxFbFa : F x \in `]F b, F a[ by exact: decreasing_image_oo.
rewrite in_itv/= => /andP[FbFx FxFa].
apply: (continuous_FTC1 FxFa intG FbFx _).2 => //=.
exact: (within_continuous_continuous _ _ FxFbFa).
rewrite -[LHS]oppeK oppeB// addrC.
under eq_integral do rewrite mulrN EFinN.
rewrite oppeD//= -(continuous_FTC2 ab _ _ DPGFE); last 2 first.
- apply/(continuous_within_itvP _ ab); split.
+ move=> x xab; apply: continuousM; first apply: continuous_comp.
* by move: cF => /(continuous_within_itvP _ ab)[+ _ _]; exact.
* move/(continuous_within_itvP _ FbFa) : cG => [+ _ _]; apply.
exact: decreasing_image_oo.
* have : -%R F^`() @ x --> (- f x)%R.
by rewrite -fE//; apply: cvgN; exact: cF'.
apply: cvg_trans; apply: near_eq_cvg; rewrite near_simpl.
apply: (@open_in_nearW _ _ `]a, b[) ; last by rewrite inE.
exact: interval_open.
by move=> z; rewrite inE/= => zab; rewrite fctE fE.
+ apply: cvgM.
apply: (decreasing_cvg_at_right_comp ab) => //.
* by move=> x y xab yab; apply: decrF; exact: subset_itv_co_cc.
* by move/continuous_within_itvP : cF => /(_ ab)[].
* by move/continuous_within_itvP : cG => /(_ FbFa)[].
rewrite fctE {2}/f eqxx; apply: cvgN.
apply: cvg_trans F'ar; apply: near_eq_cvg.
by near=> z; rewrite fE// in_itv/=; apply/andP; split.
+ apply: cvgM.
apply: (decreasing_cvg_at_left_comp ab).
* by move=> //x y xab yab; apply: decrF; apply: subset_itv_oc_cc.
* by move/continuous_within_itvP : cF => /(_ ab)[].
* by move/continuous_within_itvP : cG => /(_ FbFa)[].
rewrite fctE {2}/f gt_eqF// eqxx.
apply: cvgN; apply: cvg_trans F'bl; apply: near_eq_cvg.
by near=> z; rewrite fE// in_itv/=; apply/andP; split.
- have [/= dF rF lF] := Fab.
have := derivable_oo_continuous_bnd_within PGFbFa.
move=> /(continuous_within_itvP _ FbFa)[_ PGFb PGFa]; split => /=.
- move=> x xab; apply/derivable1_diffP; apply: differentiable_comp => //.
apply: differentiable_comp; apply/derivable1_diffP.
by case: Fab => + _ _; exact.
by case: PGFbFa => + _ _; apply; exact: decreasing_image_oo.
- apply: cvgN; apply/cvgrPdist_le => /= e e0.
have /cvgrPdist_le/(_ e e0)[d /= d0 {}PGFa] := PGFa.
have := cvg_at_right_within rF.
move/cvgrPdist_lt => /(_ _ d0)[d' /= d'0 {}cFa].
near=> t.
apply: PGFa; last by apply: decrF; rewrite //in_itv/= ?lexx !ltW.
apply: cFa => //=.
rewrite ltr0_norm// ?subr_lt0// opprB.
by near: t; exact: nbhs_right_ltDr.
- apply: cvgN; apply/cvgrPdist_le => /= e e0.
have /cvgrPdist_le/(_ e e0)[d /= d0 {}PGFb] := PGFb.
have := cvg_at_left_within lF.
move/cvgrPdist_lt => /(_ _ d0)[d' /= d'0 {}cFb].
near=> t.
apply: PGFb; last by apply: decrF; rewrite //in_itv/= ?lexx !ltW.
apply: cFb => //=.
rewrite gtr0_norm// ?subr_gt0//.
by near: t; exact: nbhs_left_ltBl.
apply: eq_integral_itv_bounded.
- rewrite mulrN; apply: measurableT_comp => //.
apply: (eq_measurable_fun ((G \o F) * F^`())%R) => //.
by move=> x; rewrite inE/= => xab; rewrite !fctE fE.
by move: mGFF'; apply: measurable_funS => //; exact: subset_itv_oo_cc.
- apply: measurableT_comp => //; apply: measurable_funS mGFF' => //.
exact: subset_itv_oo_cc.
- by move=> x /[!inE] xab; rewrite mulrN !fctE fE.
Unshelve. all: end_near. Qed.
have cF := derivable_oo_continuous_bnd_within Fab.
have FbFa : (F b < F a)%R by apply: decrF; rewrite //= in_itv/= (ltW ab) lexx.
have mGFF' : measurable_fun `]a, b[ ((G \o F) * F^`())%R.
apply: measurable_funM.
- apply: (measurable_comp (measurable_itv `]F b, F a[)).
+ exact: decreasing_image_oo.
+ apply: subspace_continuous_measurable_fun => //.
by apply: continuous_subspaceW cG; exact/subset_itv_oo_cc.
+ apply: subspace_continuous_measurable_fun => //.
by apply: continuous_subspaceW cF; exact/subset_itv_oo_cc.
- apply: subspace_continuous_measurable_fun => //.
by apply: continuous_in_subspaceT => x; rewrite inE/= => /cF'.
have {}mGFF' : measurable_fun `[a, b] ((G \o F) * F^`())%R.
exact: measurable_fun_itv_cc mGFF'.
have intG : mu.-integrable `[F b, F a] (EFin \o G).
by apply: continuous_compact_integrable => //; exact: segment_compact.
pose PG x := parameterized_integral mu (F b) x G.
have PGFbFa : derivable_oo_continuous_bnd PG (F b) (F a).
have [/= dF rF lF] := Fab; split => /=.
- move=> x xFbFa /=.
have xFa : (x < F a)%R by move: xFbFa; rewrite in_itv/= => /andP[].
apply: (continuous_FTC1 xFa intG _ _).1 => /=.
by move: xFbFa; rewrite lte_fin in_itv/= => /andP[].
exact: (within_continuous_continuous _ _ xFbFa).
- have := parameterized_integral_continuous FbFa intG.
by move=> /(continuous_within_itvP _ FbFa)[].
- exact: parameterized_integral_cvg_at_left.
rewrite (@continuous_FTC2 _ _ PG _ _ FbFa cG); last 2 first.
- split.
+ move=> x /[dup]xFbFa; rewrite in_itv/= => /andP[Fbx xFa].
apply: (continuous_FTC1 xFa intG Fbx _).1.
by move: cG => /(continuous_within_itvP _ FbFa)[+ _ _]; exact.
+ have := parameterized_integral_continuous FbFa intG.
by move=> /(continuous_within_itvP _ FbFa)[].
+ exact: parameterized_integral_cvg_at_left.
- move=> x xFbFa.
have xFa : (x < F a)%R by move: xFbFa; rewrite in_itv/= => /andP[].
apply: (continuous_FTC1 xFa _ _ _).2 => //=.
by move: xFbFa; rewrite lte_fin in_itv/= => /andP[].
exact: (within_continuous_continuous _ _ xFbFa).
set f := fun x => if x == a then r else if x == b then l else F^`() x.
have fE : {in `]a, b[, F^`() =1 f}.
by move=> x; rewrite in_itv/= => /andP[ax xb]; rewrite /f gt_eqF// lt_eqF.
have DPGFE : {in `]a, b[, (- (PG \o F))%R^`() =1 ((G \o F) * (- f))%R}.
move=> x /[dup]xab /andP[ax xb]; rewrite derive1_comp //; last first.
apply: diff_derivable; apply: differentiable_comp; apply/derivable1_diffP.
by case: Fab => + _ _; exact.
by case: PGFbFa => + _ _; apply; exact: decreasing_image_oo.
have /(@derive_val _ _ _ _ _ -%R) := @is_deriveNid _ _ (PG (F x)) 1%R.
rewrite fctE -derive1E => ->; rewrite mulN1r mulrN; congr -%R.
rewrite derive1_comp; last 2 first.
- by case: Fab => + _ _; exact.
- by case: PGFbFa => [+ _ _]; apply; exact: decreasing_image_oo.
rewrite fE//; congr *%R.
have /[dup]FxFbFa : F x \in `]F b, F a[ by exact: decreasing_image_oo.
rewrite in_itv/= => /andP[FbFx FxFa].
apply: (continuous_FTC1 FxFa intG FbFx _).2 => //=.
exact: (within_continuous_continuous _ _ FxFbFa).
rewrite -[LHS]oppeK oppeB// addrC.
under eq_integral do rewrite mulrN EFinN.
rewrite oppeD//= -(continuous_FTC2 ab _ _ DPGFE); last 2 first.
- apply/(continuous_within_itvP _ ab); split.
+ move=> x xab; apply: continuousM; first apply: continuous_comp.
* by move: cF => /(continuous_within_itvP _ ab)[+ _ _]; exact.
* move/(continuous_within_itvP _ FbFa) : cG => [+ _ _]; apply.
exact: decreasing_image_oo.
* have : -%R F^`() @ x --> (- f x)%R.
by rewrite -fE//; apply: cvgN; exact: cF'.
apply: cvg_trans; apply: near_eq_cvg; rewrite near_simpl.
apply: (@open_in_nearW _ _ `]a, b[) ; last by rewrite inE.
exact: interval_open.
by move=> z; rewrite inE/= => zab; rewrite fctE fE.
+ apply: cvgM.
apply: (decreasing_cvg_at_right_comp ab) => //.
* by move=> x y xab yab; apply: decrF; exact: subset_itv_co_cc.
* by move/continuous_within_itvP : cF => /(_ ab)[].
* by move/continuous_within_itvP : cG => /(_ FbFa)[].
rewrite fctE {2}/f eqxx; apply: cvgN.
apply: cvg_trans F'ar; apply: near_eq_cvg.
by near=> z; rewrite fE// in_itv/=; apply/andP; split.
+ apply: cvgM.
apply: (decreasing_cvg_at_left_comp ab).
* by move=> //x y xab yab; apply: decrF; apply: subset_itv_oc_cc.
* by move/continuous_within_itvP : cF => /(_ ab)[].
* by move/continuous_within_itvP : cG => /(_ FbFa)[].
rewrite fctE {2}/f gt_eqF// eqxx.
apply: cvgN; apply: cvg_trans F'bl; apply: near_eq_cvg.
by near=> z; rewrite fE// in_itv/=; apply/andP; split.
- have [/= dF rF lF] := Fab.
have := derivable_oo_continuous_bnd_within PGFbFa.
move=> /(continuous_within_itvP _ FbFa)[_ PGFb PGFa]; split => /=.
- move=> x xab; apply/derivable1_diffP; apply: differentiable_comp => //.
apply: differentiable_comp; apply/derivable1_diffP.
by case: Fab => + _ _; exact.
by case: PGFbFa => + _ _; apply; exact: decreasing_image_oo.
- apply: cvgN; apply/cvgrPdist_le => /= e e0.
have /cvgrPdist_le/(_ e e0)[d /= d0 {}PGFa] := PGFa.
have := cvg_at_right_within rF.
move/cvgrPdist_lt => /(_ _ d0)[d' /= d'0 {}cFa].
near=> t.
apply: PGFa; last by apply: decrF; rewrite //in_itv/= ?lexx !ltW.
apply: cFa => //=.
rewrite ltr0_norm// ?subr_lt0// opprB.
by near: t; exact: nbhs_right_ltDr.
- apply: cvgN; apply/cvgrPdist_le => /= e e0.
have /cvgrPdist_le/(_ e e0)[d /= d0 {}PGFb] := PGFb.
have := cvg_at_left_within lF.
move/cvgrPdist_lt => /(_ _ d0)[d' /= d'0 {}cFb].
near=> t.
apply: PGFb; last by apply: decrF; rewrite //in_itv/= ?lexx !ltW.
apply: cFb => //=.
rewrite gtr0_norm// ?subr_gt0//.
by near: t; exact: nbhs_left_ltBl.
apply: eq_integral_itv_bounded.
- rewrite mulrN; apply: measurableT_comp => //.
apply: (eq_measurable_fun ((G \o F) * F^`())%R) => //.
by move=> x; rewrite inE/= => xab; rewrite !fctE fE.
by move: mGFF'; apply: measurable_funS => //; exact: subset_itv_oo_cc.
- apply: measurableT_comp => //; apply: measurable_funS mGFF' => //.
exact: subset_itv_oo_cc.
- by move=> x /[!inE] xab; rewrite mulrN !fctE fE.
Unshelve. all: end_near. Qed.
Lemma integration_by_substitution_oppr G a b : (a < b)%R ->
{within `[(- b)%R, (- a)%R], continuous G} ->
\int[mu]_(x in `[(- b)%R, (- a)%R]) (G x)%:E =
\int[mu]_(x in `[a, b]) ((G \o -%R) x)%:E.
Proof.
move=> ab cG; have Dopp: (@GRing.opp R)^`() = cst (-1)%R.
by apply/funext => z; rewrite derive1E derive_val.
rewrite (@integration_by_substitution_decreasing -%R)//.
- apply: eq_integral => //= x /[!inE] xab; congr (EFin _).
by rewrite !fctE -[RHS]mulr1 derive1E deriveN// opprK derive_val.
- by move=> ? ? _ _; rewrite ltrN2.
- by rewrite Dopp => ? _; exact: cvg_cst.
- by rewrite Dopp; apply: is_cvgN; exact: is_cvg_cst.
- by rewrite Dopp; apply: is_cvgN; exact: is_cvg_cst.
- split => //.
+ by rewrite -at_leftN; exact: cvg_at_left_filter.
+ by rewrite -at_rightN; exact: cvg_at_right_filter.
Qed.
by apply/funext => z; rewrite derive1E derive_val.
rewrite (@integration_by_substitution_decreasing -%R)//.
- apply: eq_integral => //= x /[!inE] xab; congr (EFin _).
by rewrite !fctE -[RHS]mulr1 derive1E deriveN// opprK derive_val.
- by move=> ? ? _ _; rewrite ltrN2.
- by rewrite Dopp => ? _; exact: cvg_cst.
- by rewrite Dopp; apply: is_cvgN; exact: is_cvg_cst.
- by rewrite Dopp; apply: is_cvgN; exact: is_cvg_cst.
- split => //.
+ by rewrite -at_leftN; exact: cvg_at_left_filter.
+ by rewrite -at_rightN; exact: cvg_at_right_filter.
Qed.
Lemma integration_by_substitution_increasing F G a b : (a < b)%R ->
{in `[a, b] &, {homo F : x y / (x < y)%R}} ->
{in `]a, b[, continuous F^`()} ->
cvg (F^`() x @[x --> a^'+]) ->
cvg (F^`() x @[x --> b^'-]) ->
derivable_oo_continuous_bnd F a b ->
{within `[F a, F b], continuous G} ->
\int[mu]_(x in `[F a, F b]) (G x)%:E =
\int[mu]_(x in `[a, b]) (((G \o F) * F^`()) x)%:E.
Proof.
move=> ab incrF cF' /cvg_ex[/= r F'ar] /cvg_ex[/= l F'bl] Fab cG.
transitivity (\int[mu]_(x in `[F a, F b]) (((G \o -%R) \o -%R) x)%:E).
by apply/eq_integral => x ? /=; rewrite opprK.
have FaFb : (F a < F b)%R by rewrite incrF// in_itv/= lexx (ltW ab).
have cGN : {within `[- F b, - F a]%classic%R, continuous (G \o -%R)}.
apply/continuous_within_itvP; [by rewrite ltrN2|split].
- move=> x /[dup]xab /[!in_itv]/= /andP[ax xb].
apply: continuous_comp; first exact: continuousN.
- move/(continuous_within_itvP _ FaFb) : cG => [+ _ _]; apply.
by rewrite in_itv/= ltrNr xb ltrNl.
- move/(continuous_within_itvP _ FaFb) : cG => [_ _].
by rewrite /= opprK => /cvg_at_leftNP.
- move/(continuous_within_itvP _ FaFb) : cG => [_ + _].
by rewrite /= opprK => /cvg_at_rightNP.
rewrite -integration_by_substitution_oppr//.
rewrite (@integration_by_substitution_decreasing (- F)%R); first last.
- exact: cGN.
- split; [|by apply: cvgN; case: Fab..].
by move=> x xab; apply: derivableN; case: Fab => + _ _; exact.
- apply/cvg_ex; exists (- l)%R.
move/cvgN : F'bl; apply: cvg_trans; apply: near_eq_cvg.
near=> z; rewrite fctE !derive1E deriveN//.
by case: Fab => + _ _; apply; rewrite in_itv/=; apply/andP; split.
- apply/cvg_ex; exists (- r)%R.
move/cvgN : F'ar; apply: cvg_trans; apply: near_eq_cvg.
near=> z; rewrite fctE !derive1E deriveN//.
by case: Fab => + _ _; apply; rewrite in_itv/=; apply/andP; split.
- move=> x xab; rewrite /continuous_at derive1E deriveN; last first.
by case: Fab => + _ _; exact.
rewrite -derive1E.
have /cvgN := cF' _ xab; apply: cvg_trans; apply: near_eq_cvg.
rewrite near_simpl; near=> y; rewrite fctE !derive1E deriveN//.
by case: Fab => + _ _; apply; near: y; exact: near_in_itv.
- by move=> x y xab yab yx; rewrite ltrN2 incrF.
- by [].
have mGF : measurable_fun `]a, b[ (G \o F).
apply: (@measurable_comp _ _ _ _ _ _ `]F a, F b[%classic) => //.
- move=> /= _ [x] /[!in_itv]/= /andP[ax xb] <-.
by rewrite incrF ?incrF// in_itv/= ?lexx/= ?(ltW ab)//= ?(ltW ax) ?(ltW xb).
- apply: subspace_continuous_measurable_fun => //.
by apply: continuous_subspaceW cG; exact/subset_itv_oo_cc.
- apply: subspace_continuous_measurable_fun => //.
by apply: derivable_within_continuous => x xab; case: Fab => + _ _; exact.
have mF' : measurable_fun `]a, b[ F^`().
apply: subspace_continuous_measurable_fun => //.
by apply: continuous_in_subspaceT => x /[!inE] xab; exact: cF'.
rewrite integral_itv_bndoo//; last first.
rewrite compA -(compA G -%R) (_ : -%R \o -%R = id); last first.
by apply/funext => y; rewrite /= opprK.
apply: measurable_funM => //; apply: measurableT_comp => //.
apply: (@eq_measurable_fun _ _ _ _ _ (- F^`())%R).
move=> x /[!inE] xab; rewrite [in RHS]derive1E deriveN -?derive1E//.
by case: Fab => + _ _; apply.
exact: measurableT_comp.
rewrite [in RHS]integral_itv_bndoo//; last exact: measurable_funM.
apply: eq_integral => x /[!inE] xab; rewrite !fctE !opprK derive1E deriveN.
- by rewrite opprK -derive1E.
- by case: Fab => + _ _; exact.
Unshelve. all: end_near. Qed.
transitivity (\int[mu]_(x in `[F a, F b]) (((G \o -%R) \o -%R) x)%:E).
by apply/eq_integral => x ? /=; rewrite opprK.
have FaFb : (F a < F b)%R by rewrite incrF// in_itv/= lexx (ltW ab).
have cGN : {within `[- F b, - F a]%classic%R, continuous (G \o -%R)}.
apply/continuous_within_itvP; [by rewrite ltrN2|split].
- move=> x /[dup]xab /[!in_itv]/= /andP[ax xb].
apply: continuous_comp; first exact: continuousN.
- move/(continuous_within_itvP _ FaFb) : cG => [+ _ _]; apply.
by rewrite in_itv/= ltrNr xb ltrNl.
- move/(continuous_within_itvP _ FaFb) : cG => [_ _].
by rewrite /= opprK => /cvg_at_leftNP.
- move/(continuous_within_itvP _ FaFb) : cG => [_ + _].
by rewrite /= opprK => /cvg_at_rightNP.
rewrite -integration_by_substitution_oppr//.
rewrite (@integration_by_substitution_decreasing (- F)%R); first last.
- exact: cGN.
- split; [|by apply: cvgN; case: Fab..].
by move=> x xab; apply: derivableN; case: Fab => + _ _; exact.
- apply/cvg_ex; exists (- l)%R.
move/cvgN : F'bl; apply: cvg_trans; apply: near_eq_cvg.
near=> z; rewrite fctE !derive1E deriveN//.
by case: Fab => + _ _; apply; rewrite in_itv/=; apply/andP; split.
- apply/cvg_ex; exists (- r)%R.
move/cvgN : F'ar; apply: cvg_trans; apply: near_eq_cvg.
near=> z; rewrite fctE !derive1E deriveN//.
by case: Fab => + _ _; apply; rewrite in_itv/=; apply/andP; split.
- move=> x xab; rewrite /continuous_at derive1E deriveN; last first.
by case: Fab => + _ _; exact.
rewrite -derive1E.
have /cvgN := cF' _ xab; apply: cvg_trans; apply: near_eq_cvg.
rewrite near_simpl; near=> y; rewrite fctE !derive1E deriveN//.
by case: Fab => + _ _; apply; near: y; exact: near_in_itv.
- by move=> x y xab yab yx; rewrite ltrN2 incrF.
- by [].
have mGF : measurable_fun `]a, b[ (G \o F).
apply: (@measurable_comp _ _ _ _ _ _ `]F a, F b[%classic) => //.
- move=> /= _ [x] /[!in_itv]/= /andP[ax xb] <-.
by rewrite incrF ?incrF// in_itv/= ?lexx/= ?(ltW ab)//= ?(ltW ax) ?(ltW xb).
- apply: subspace_continuous_measurable_fun => //.
by apply: continuous_subspaceW cG; exact/subset_itv_oo_cc.
- apply: subspace_continuous_measurable_fun => //.
by apply: derivable_within_continuous => x xab; case: Fab => + _ _; exact.
have mF' : measurable_fun `]a, b[ F^`().
apply: subspace_continuous_measurable_fun => //.
by apply: continuous_in_subspaceT => x /[!inE] xab; exact: cF'.
rewrite integral_itv_bndoo//; last first.
rewrite compA -(compA G -%R) (_ : -%R \o -%R = id); last first.
by apply/funext => y; rewrite /= opprK.
apply: measurable_funM => //; apply: measurableT_comp => //.
apply: (@eq_measurable_fun _ _ _ _ _ (- F^`())%R).
move=> x /[!inE] xab; rewrite [in RHS]derive1E deriveN -?derive1E//.
by case: Fab => + _ _; apply.
exact: measurableT_comp.
rewrite [in RHS]integral_itv_bndoo//; last exact: measurable_funM.
apply: eq_integral => x /[!inE] xab; rewrite !fctE !opprK derive1E deriveN.
- by rewrite opprK -derive1E.
- by case: Fab => + _ _; exact.
Unshelve. all: end_near. Qed.
End integration_by_substitution.