This paper deals with some existence of random solutions and the Ulam stability for a class of Katugampola random fractional differential equations in Banach spaces. A random fixed point theorem is used for the existence of random solutions, and we prove that our problem is generalized Ulam-Hyers-Rassias stable. An illustrative example is presented in the last section.
Citation: Fouzia Bekada, Saïd Abbas, Mouffak Benchohra, Juan J. Nieto. Dynamics and stability for Katugampola random fractional differential equations[J]. AIMS Mathematics, 2021, 6(8): 8654-8666. doi: 10.3934/math.2021503
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This paper deals with some existence of random solutions and the Ulam stability for a class of Katugampola random fractional differential equations in Banach spaces. A random fixed point theorem is used for the existence of random solutions, and we prove that our problem is generalized Ulam-Hyers-Rassias stable. An illustrative example is presented in the last section.
The history of fractional calculus dates back to the 17th century. So many mathematicians define the most used fractional derivatives, Riemann-Liouville in 1832, Hadamard in 1891 and Caputo in 1997 [24,28,34]. Fractional calculus plays a very important role in several fields such as physics, chemical technology, economics, biology; see [2,24] and the references therein. In 2011, Katugampola introduced a derivative that is a generalization of the Riemann-Liouville fractional operators and the fractional integral of Hadamard in a single form [21,22].
There are several articles dealing with different types of fractional operators; see [1,3,9,10,11,12,13,16,32]. Various results about existence of solutions as well as Ulam stability are provided in [6,7,8,14,15,17,19,20,23,25,26,27,28,29,30,31,33]. In this article we investigate the following class of Katugampola random fractional differential equation
(ρDς0x)(ξ,w)=f(ξ,x(ξ,w),w); ξ∈I=[0,T], w∈Ω, | (1.1) |
with the terminal condition
x(T,w)=xT(w); w∈Ω, | (1.2) |
where xT:Ω→E is a measurable function, ς∈(0,1], T>0, f:I×E×Ω→E, ρDς0 is the Katugampola operator of order ς, and Ω is the sample space in a probability space, and (E,‖⋅‖) is a Banach space.
By C(I):=C(I,E) we denote the Banach space of all continuous functions x:I→E with the norm
‖x‖∞=supt∈I‖x(ξ)‖, |
and L1(I,E) denotes the Banach space of measurable function x:I→E with are Bochner integrable, equipped with the norm
‖x‖L1=∫I‖x(ξ)‖dξ. |
Let Cς,ρ(I) be the weighted space of continuous functions defined by
Cς,ρ(I)={x:(0,T]→E:ξρ(1−ς)x(ξ)∈C(I)}, |
with the norm
‖x‖C:=supξ∈I‖ξρ(1−ς)x(ξ)‖. |
Definition 2.1. [2]. The Riemann-Liouville fractional integral operator of the function h∈L1(I,E) of order ς∈R+ is defined by
RLIς0h(ξ)=1Γ(r)∫ξ0(ξ−s)r−1h(s)ds. |
Definition 2.2. [2]. The Riemann-Liouville fractional operator of order ς∈R+ is defined by
RLDς0h(ξ)=1Γ(n−ς)(ddς)n∫ξ0(ξ−s)n−ς−1h(s)ds. |
Definition 2.3. (Hadamard fractional integral)[4]. The Hadamard fractional integral of order r is defined as
Iς0h(ξ)=1Γ(ς)∫ξ1(logξs)ς−1h(s)dss, ς>0, |
provided that the left-hand side is well defined for almost every ξ∈(0,T).
Definition 2.4. (Hadamard fractional derivative)[4]. The Hadamard fractional derivative of order r is defined as
Dς0h(ξ)=1Γ(n−ς)(ξddξ)n∫ξ1(logξs)n−ς−1h(s)dss, ς>0, |
provided that the left-hand side is well defined for almost every ξ∈(0,T).
Definition 2.5. (Katugampola fractional integral)[21]. The Katugampola fractional integrals of order (ς>0) is defined by
ρIς0x(ξ)=ρ1−ςΓ(ς)∫ξ0sρ−1(ξρ−sρ)1−ςx(s)ds | (2.1) |
for ρ>0 and ξ∈I, provided that the left-hand side is well defined for almost every ξ∈(0,T).
Definition 2.6. (Katugampola fractional derivative)[21]. The Katugampola fractional derivative of order ς>0 is defined by:
ρDr0u(ξ)=(ξ1−ρddξ)n(ρIn−r0u)(ξ)=ρr−n+1Γ(n−r)(ξ1−ρddξ)n∫ξ0sρ−1(ξρ−sρ)r−n+1u(s)ds, |
provided that the left-hand side is well defined for almost every ξ∈(0,T).
We present in the following theorem some properties of Katugampola fractional integrals and derivatives.
Theorem 2.7. [21] Let 0<Re(ς)<1 and 0<Re(η)<1 and ρ>0, for a>0:
● Index property:
(ρDςa)(ρDηah)(t)=ρDς+ηah(t)(ρIra)(ρIηah)(t)=ρIr+ηah(t) |
● Linearity property:
ρDra(h+g)=ρDrah(t)+ρDrag(t)ρIra(h+g)=ρIrah(t)+ρIrag(t) |
and we have
(t1−ρddt)Ir0(I1−r0)u(s)ds. |
Theorem 2.8. [21] Let r be a complex number, Re(r)≥0, n=[Re(r)] and ρ>0. Then, for t>a;
(1) limρ→1(ρIrah)(t)=1Γ(r)∫ta(t−τ)r−1h(τ)dτ.
(2) limρ→0+(ρIrah)(t)=1Γ(r)∫ta(logtτ)r−1h(τ)dττ.
(3) limρ→1(ρDrah)(t)=(ddt)n1Γ(n−r)∫tah(τ)(t−τ)r−n+1dτ.
(4) limρ→0+(ρDrah)(t)=1Γ(n−r)(tddt)n∫ta(logtτ)n−r−1h(τ)dττ.
Remark 2.9.
(1) limρ→1(ρIrah)(t)=(RLIrah)(t).
(2) limρ→0+(ρIrah)(t)=(HIrah)(t).
(3) limρ→1(ρDrah)(t)=(RLDrah)(t).
(4) limρ→0+(ρDrah)(t)=(HDrah)(t).
Lemma 2.10. Let 0<r<1. The fractional equation (ρDr0v)(t)=0, has as solution
v(t)=ctρ(r−1), | (2.2) |
with c∈R.
Lemma 2.11. Let 0<r<1. Then
ρIr(ρDr0u)(t)=u(t)+ctρ(r−1). |
Proof. We have
Ir0Dr0u(t)=(t1−pddt)Ir+10Dr0u(t)=(t1−ρddt)(ρ−rΓ(r+1)∫t0sρ−1(tρ−sρ)−r(ρDr0u(s))ds)=(t1−ρddt)(ρ−rΓ(r+1)∫t0sρ−1(tρ−sρ)−r[(s1−ρdds)(I1−r0u)(s)]ds)=(t1−ρddt)(ρ−rΓ(r+1)∫t0(tρ−sρ)r[dds(I1−r0u)(s)]ds). |
Thus, Ir0Dr0u(t)=I1+I2, with
I1=(t1−ρddt)ρ−rΓ(r+1)([(tρ−sρ)rI1−r0u(s)]t0), |
and
I2=(t1−ρddt)ρ−rΓ(r+1)∫t0rρsρ−1(tρ−sρ)r−1I1−r0u(s)ds. |
Hence, we get
I1=ctρ(r−1) |
and
I2=(t1−ρddt)ρ1−rΓ(r)∫t0sρ−1(tρ−sρ)r−1I1−r0u(s)ds=(t1−ρddt)Ir0(I1−r0)u(s)ds=u(t). |
Finally we obtain
(Ir0)(Dr0u)(t)=u(t)+ctρ(r−1). |
Lemma 2.12. The problem
{(ρDr0u)(t)=h(t); t∈I:=[0,T]u(T)=uT | (2.3) |
has the following solution
u(t)=ρ1−rΓ(r)∫t0sρ−1(tρ−sρ)1−rh(t)ds−Ctρ(r−1) | (2.4) |
where
C=1Tρ(r−1)(ρ1−rΓ(r)∫T0sρ−1(Tρ−sρ)1−rh(T)ds−uT). |
Proof. Solving the equation
(ρDr0u)(t)=h(t), |
we get
u(t)=ρIr0h(t)−ctρ(r−1). |
From the condition, we get
C=ρIr0h(T)−uTTρ(r−1) |
hence, we obtain (2.4).
Definition 2.13. By a random solution of problem (1.1) and (1.2), we mean a measurable function x(w,⋅)∈Cς,ρ(I) which satisfies (1.1) and (1.2).
Lemma 2.14. u is a random solution of (1.1) and (1.2), if and only if it satisfies
x(ξ,w)=ρ1−ςΓ(ς)∫ξ0sρ−1(ξρ−sρ)1−ςf(ξ,x,w)ds−C(w)ξρ(ς−1) | (2.5) |
where
C(w)=1Tρ(ς−1)(ρ1−ςΓ(r)∫T0sρ−1(Tρ−sρ)1−ςf(T,x,w)ds−xT(w)). |
Lemma 2.15. [4,13] Let T:Ω×E→E be a mapping such that T(⋅,v) is measurable for all v⊂E, and T(w,⋅) is continuous for all w⊂Ω. Then the map (w,v)→T(w,v) is jointly measurable.
Definition 2.16. A function f:I×E×Ω→E is called random Carathéodory if the following conditions are satisfied:
● (i) The map (s,w)→f(s,x,w) is jointly measurable for all x∈E, and
● (ii) The map x→f(s,x,w) is continuous for almost all s∈I and w⊂Ω.
Let ϵ>0 and Φ:Ω×I→R+ be a jointly measurable function. We consider the following inequality
‖(ρDr0x)(ξ,w)−f(ξ,u(ξ,w),w)‖≤Φ(ξ,w); for ξ∈I, and w∈Ω. | (2.6) |
Definition 2.17. [5] The problem (1.1) and (1.2) is generalized Ulam-Hyers-Rassias stable with respect to Φ if there exists cf,ϕ>0 such that for each solution x(⋅,w)∈Cς,ρ(I) of the inequality (2.6), there exists y(⋅,w)∈Cς,ρ(I) satisfies (1.1) and (1.2) with
‖ξρ(1−ς)x(ξ,w)−ξρ(1−ς)y(ξ,w)‖≤cf,ϕϕ(ξ,w); ξ∈I; w∈Ω. |
Theorem 2.18. [18] Let X be a nonempty, closed convex bounded subset of the separable Banach space E and let G:Ω×X→X be a compact and continuous random operator. Then the random equation G(w)u=u has a random solution.
We shall make use of the following hypotheses:
(H1) f is a random Carathéodory function.
(H2) There exist measurable and essentially bounded functions li:Ω→C(I); i=1,2 such that
‖f(t,x,w)‖≤l1(t,w)+l2(t,w)tρ(1−r)‖x‖, |
for all x∈E and t∈I with
l∗i(w)=supt∈Ili(t,w); i=1,2, w∈Ω. |
Theorem 3.1. If (H1) and (H2) hold, and
ρ−ςTρΓ(1+ς)l∗2(w)<1, | (3.1) |
then there exists a random solution for (1.1) and (1.2).
Proof. Let N:Ω×Cς,ρ(I)→Cς,ρ(I) be the operator defined by
(Nx)(t,w)=ρ1−ςΓ(ς)∫t0sρ−1(tρ−sρ)1−ςf(s,x(s,w),w)ds−C(w)tρ(ς−1), | (3.2) |
and set
R(w)>‖C(w)‖+ρ−ςTρΓ(1+ς)l∗1(w)1−ρ−ςTρΓ(1+ς)l∗2(w); w∈Ω, | (3.3) |
and define the ball
BR=B(0,R(w)):={x∈Cς,ρ(I):‖x‖C≤R(w)}. |
For any w∈Ω and each t∈I, we have
‖tρ(1−ς)(Nx)(t,w)‖≤‖C(w)‖+‖ρ1−ςTρ(1−ς)Γ(ς)∫t0sρ−1(tρ−sρ)1−ςf(s,x(s,w),w)ds‖≤‖C(w)‖+ρ1−ςTρ(1−ς)Γ(ς)∫t0sρ−1(tρ−sρ)1−ς‖l1(s,w)‖ds+ρ1−ςTρ(1−ς)Γ(ς)∫t0sρ−1(tρ−sρ)1−ς‖sρ(1−ς)l2(s,w)x(s,w)‖ds≤‖C(w)‖+ρ1−ςTρ(1−ς)Γ(ς)Tςρςρl∗1(w)+l∗2(w)ρ1−ςTρ(1−ς)Γ(r)∫t0sρ−1(tρ−sρ)1−ς‖sρ(1−ς)x(s,w)‖ds≤‖C(w)‖+ρ−ςTρΓ(1+ς)l∗1(w)+ρ−ςTρΓ(1+ς)l∗2(w)‖x‖C≤‖C(w)‖+ρ−ςTρΓ(1+ς)l∗1(w)+ρ−ςTρΓ(1+ς)l∗2(w)R(w)≤R(w). |
Thus
‖N(w)(u‖C≤R(w). |
Hence N(w)(BR)⊂BR. We shall prove that N:Ω×BR→BR satisfies the assumptions of Theorem 2.18.
Step 1. N(w) is a random operator.
From (H1), the map w⟶f(t,x,w) is measurable and further the integral is a limit of a finite sum of measurable functions therefore the map
w↦ρ1−ςΓ(ς)∫t0sρ−1(tρ−sρ)1−ςf(s,x(s,w),w)ds−C(w)tρ(r−1), |
is measurable.
Step 2. N(w) is continuous.
Consider the sequence (xn)n such that xn→u in Cς,ρ.
Set
vn(t,w)=tρ(1−ς)(Nxn)(t,w), and v(t,w)=tρ(1−ς)(Nx)(t,w). |
Then
‖vn(t,w)−v(t,w)‖ |
≤‖ρ1−ςTρ(1−ς)Γ(ς)∫t0sρ−1(tρ−sρ)1−ς(f(s,xn(s,w),w)−f(s,x(s,w),w))ds‖≤ρ1−ςTρ(1−ς)Γ(ς)∫t0sρ−1(tρ−sρ)1−ς‖f(s,xn(s,w),w)−f(s,x(s,w),w))‖ds. |
By (H1) we obtain
‖vn(⋅,w)−v(⋅,w)‖C→0 as n→∞, |
Consequently, N(w):BR⊂BR is continuous.
Step 3. N(w)BR is equicontinuous. For 1≤t1≤t2≤T, and x∈BR, we have
‖tρ(1−ς)2(Nx)(t2,w)−tρ(1−ς)1(Nx)(t1,w)‖ |
≤‖ρ1−ςtρ(1−ς)2Γ(ς)∫t20sρ−1(tρ2−sρ)1−ςf(s,x(s,w),w)ds−ρ1−ςtρ(1−ς)1Γ(ς)∫t10sρ−1(tρ1−sρ)1−ςf(s,x(s,w),w)ds‖≤‖ρ1−ςtρ(1−ς)2Γ(r)∫t2t1sρ−1(tρ2−sρ)1−ςf(s,x(s,w),w)ds−ρ1−ςtρ(1−ς)1Γ(ς)∫t10sρ−1(tρ1−sρ)1−ςf(s,x(s,w),w)ds+ρ1−ςtρ(1−ς)2Γ(ς)∫t10sρ−1(tρ2−sρ)1−ςf(s,x(s,w),w)ds‖≤ρ1−ςTρ(1−ς)Γ(ς)∫t2t1sρ−1(tρ2−sρ)1−ς‖f(s,x(s,w),w)‖ds+ρ1−ςTρ(1−ς)Γ(ς)∫t10sρ−1(tρ1−sρ)1−ς‖f(s,x(s,w),w)‖ds+ρ1−ςTρ(1−ς)Γ(ς)∫t10sρ−1(tρ2−sρ)1−ς‖f(s,x(s,w),w)‖ds≤tςρ2+tςρ1+2(tρ2−tρ1)ςρςΓ(1+ς)Tρ(1−ς)(l∗1(w)+l∗2(w)R(w))→0; as t2→t1. |
Arzelá-Ascoli theorem implies that N:Ω×BR→BR is continuous and compact. Hence; from Theorem 2.18, we deduce the existence of random solution to problem (1.1) and (1.2).
Now, we prove a result concerning the generalized Ulam-Hyers-Rassias stability of (1.1) and (1.2).
We introduce the following additional hypotheses:
(H3) For any w∈Ω, Φ(t,⋅)⊂L1[0,∞), and there exists a measurable and essentially bounded function q:Ω→C(I,[0,∞)); such that
(1+‖x−y‖)‖f(t,x(t,w),w)−f(t,y(t,w),w)‖≤q(t,w)Φ(t,w)tρ(1−ς)‖x−y‖. |
(H4) There exists λΦ>0 such that
ρIς0Φ(t,w)≤λΦΦ(t,w). |
Remark 3.2. Hypothesis (H3) implies (H2) with
l1(w,t)=f(t,0,w), l2(w)=q(t,w)Φ(t,w). |
Set
Φ∗(w)=supt∈IΦ(t,w), q∗(w)=supt∈Iq(t,w); w∈Ω. |
Theorem 3.3. If (H1), (H3), (H4) and
ρ−ςTρΓ(1+ς)Φ∗(w)q∗(w)<1, | (3.4) |
hold. Then the problem (1.1) and (1.2) has random solutions defined on I, and it is generalized Ulam-Hyers-Rassias stable.
Proof. From (H1), (H3) and Remark 3.2; the problem (1.1) and (1.2) has at least one random solution y. Then, we have
y(t,w)=ρ1−ςΓ(ς)∫t0sρ−1(tρ−sρ)1−ςf(s,y(s,w),w)ds−C(w)tρ(ς−1). |
Assume x be a random solution of (2.6). We obtain
‖tρ(1−ς)x(t,w)−ρ1−ςtρ(1−ς)Γ(ς)∫t0sρ−1(tρ−sρ)1−ςf(s,v(s,w),w)ds+C(w)‖≤Tρ(1−ς)(ρIς0Φ)(t,w). |
From hypotheses (H3) and (H4), we have
‖tρ(1−ς)x(t,w)−tρ(1−ς)y(t,w)‖ |
≤‖tρ(1−ς)x(t,w)−ρ1−ςtρ(1−ς)Γ(ς)∫t0sρ−1(tρ−sρ)1−ςf(s,x(s,w),w)ds+C(w)‖+‖ρ1−ςtρ(1−ς)Γ(ς)∫t0sρ−1(tρ−sρ)1−ςf(s,x(s,w),w)ds−C(w)−ρ1−ςtρ(1−ς)Γ(ς)∫t0sρ−1(tρ−sρ)1−ςf(s,y(s,w),w)ds+C(w)‖≤Tρ(1−ς)(ρIς0Φ)(t,w)+ρ1−ςTρ(1−ς)Γ(ς)∫t0sρ−1(tρ−sρ)1−ς‖f(s,x(s,w),w)−f(s,y(s,w),w)‖ds≤Tρ(1−ς)(ρIς0Φ)(t,w)+ρ1−ςTρ(1−r)Γ(ς)∫t0sρ−1(tρ−sρ)1−ςq∗(w)Φ(s,w)sρ(1−ς)‖x−y‖1+‖x−y‖ds≤Tρ(1−ς)λΦΦ(t,w)+T2ρ(1−ς)λΦΦ(t,w)q∗(w). |
Thus, we get
‖tρ(1−ς)x(t,w)−tρ(1−ς)y(t,w)‖≤(1+Tρ(1−ς)q∗(w))Tρ(1−ς)λΦΦ(t,w):=cf,ΦΦ(t,w). |
Hence, problem (1.1) and (1.2) is generalized Ulam-Hyers-Rassias stable.
Let Ω=(−∞,0) be equipped with the usual σ-algebra consisting of Lebesgue measurable subsets of (−∞,0), and let
l1={x=(x1,x2,…,xn,…),∞∑n=1|xn|<∞} |
be the Banach space with the norm
‖x‖=∞∑n=1|xn|. |
Consider the Katugampola random fractional differential equation
(ρDr0+xn)(t,w)=fn(t,x(t,w),w); t∈[0,1], w∈Ω, | (4.1) |
with the terminal condition
x(T,w)=((1+w2)−1,0,0,⋯); w∈Ω, | (4.2) |
with x=(x1,x2,…,xn,…), f=(f1,f2,…,fn,…),
ρDr0+x=(ρDr0+x1,…,ρDr0+xn,…), |
and
fn(t,x(t,w),w)=w2tρ(1−r)(2−n+xn(t,w))2(1+w2)(1+‖x‖)(e−7−w2+1et+5); t∈[0,1], w∈Ω. |
We have
‖f(t,x,w)−f(t,y,w)‖≤(e−7−w2+e−t−5)w2tρ(1−r)‖x−y‖1+‖x−y‖. |
Hence, hypotheses (H3) and (H4) are satisfied with
q(t,w)=e−7−w2+e−t−5, Φ(t,w)=w2. |
Hence by theorems 3.1 and 3.3, problem (4.1) and (4.2) admits a random solution, and is generalized Ulam-Hyers-Rassias stable.
In this paper, we provided some sufficient conditions ensuring the existence of random solutions and the Ulam stability for a class of fractional differential equations involving the Katugampola fractional derivative in Banach spaces. The techniques used are the random fixed point theory and the notion of Ulam-Hyers-Rassias stability.
The work of Juan J. Nieto has been partially supported by the Agencia Estatal de Investigación (AEI) of Spain, co-financed by the European Fund for Regional Development (FEDER) corresponding to the 2014-2020 multiyear financial framework, project MTM2016-75140-P and by Xunta de Galicia under grant ED431C 2019/02.
The authors declare no conflict of interests.
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