Skip to main content
Computational Intelligence and Neuroscience logoLink to Computational Intelligence and Neuroscience
. 2022 Sep 15;2022:9462424. doi: 10.1155/2022/9462424

Generalized β−Hyers–Ulam–Rassias Stability of Impulsive Difference Equations

Yahya Almalki 1, Gul Rahmat 2, Atta Ullah 2, Fatima Shehryar 2, Muhammad Numan 3, Muhammad Usman Ali 3,
PMCID: PMC9499751  PMID: 36156974

Abstract

This paper describes the existence and uniqueness of the solution, β-Hyers–Ulam–Rassias stability and generalized β-Hyers–Ulam–Rassias stability of an impulsive difference system on bounded and unbounded discrete intervals. At the end, an example is given to illustrate the theoretical result.

1. Introduction

Many physical problems can be expressed in mathematical models using differential equations. Differential equations enable us to study the rapid changes in physical problems, for example, blood flows, river flows, biological systems, control theory, and mechanical systems with impact. A system of differential equations with impulses can be used to model several above-listed problems. A few existing results for a general class of impulsive systems were discussed by Ahmad [1]. The theory of impulsive difference equations was studied in [24]. In [5], the existence of solutions for semilinear abstract differential equations without instantaneous impulses was discussed.

At the University of Wisconsin, Ulam [6] proposed the stability problem, stated as follows. Let us denote by H1 the group and by H2 the metric group with a metric δ and a constant ν > 0. The problem is to study if there exists λ > 0 satisfies for every h : H1H2 such that

δhσν,hσhνλ,σ,νH1, (1)

there exists a homomorphism f : H1H2 that satisfies

δhσ,fσν,σH1. (2)

The linear functional equations, of the form f(x+y)=f(x)+f(y), and their solutions have been discussed in several spaces. A linear transformation is a solution of a linear functional equation. By considering the H1 and H2 as Banach spaces, Hyers [7] discussed the above problem in terms of linear functional equations. Then, Aoki [8] and Rassias [9] extended the concept of Hyers and Ulam. In the last decade, we have seen some worthwhile generalizations in the direction of Ulam stability.

In 2012, Wang et al. [10] studied the Ulam-type stability of first-order nonlinear impulsive differential equations by utilizing the bounded interval with finite impulses. In 2014, Wang et al. [11] studied the Hyers–Ulam–Rassias stability and generalized Hyers–Ulam–Rassias stability for impulsive evolution equations on a closed and bounded interval. In 2015, Zada et al. [12] studied the Hyers–Ulam stability of differential systems in terms of a dichotomy. The existence and Hyers–Ulam stability of the periodic fractional stochastic and Riemann–Liouville fractional neutral functional stochastic impulsive differential equations were given [13, 14]. Recently, Rahmat et al. [15] studied the Hyers–Ulam stability of delay differential equations. In 2019, Hu and Zhu [16] presented the stability criteria for an impulsive stochastic functional differential system with distributed delay-dependent impulsive effects. Furthermore, Hu et al. [17] provided the improved Razumikhin stability criteria for an impulsive stochastic delay differential system, and for a detail study, we refer to the readers to [17] and the references therein.

In this paper, we will explain the β-Hyers–Ulam–Rassias stability and generalized β-Hyers–Ulam–Rassias stability of the impulsive difference system of the form

Θn+1=HΘn+Bζn+fn,Θn,ζn,n0,Θ0,n=0,Θnk+1=Θnk1+Ikn,Θnk1,ζnk1,k=1,2,3,,m, (3)

where the constant matrix H, Bn×n, f(X,X) and ΘnB(+, 𝕏) space of bounded and convergent sequences, +={0,1,2,…} and 𝕏=n, I={0,1,2,…, n}. In fact, we are presenting a discrete version of the work given in [18], in which β-Hyers–Ulam–Rassias stability was discussed for differential equations. With the help of [15, 18], we find out β-Hyers–Ulam–Rassias stability of the difference equation.

2. Preliminaries

Here, we discuss some notation and definitions, which will be needed for our main work. The n-dimensional Euclidean space will be denoted by n along with the vector norm ‖·‖, and n × n matrices with real-valued entries will be denoted by n×n. The vector infinite norm is defined as ‖v‖=max1≤in|vi|, and the matrix infinite-norm is given as ‖A‖=max1≤inj=1n|aij| where vn and An×n, also vi and aij are the elements of the vector v and the matrix A, respectively. (I, 𝕏) will be the space of all convergent sequences from I to 𝕏 with norm ‖v‖=supnIvn‖. We will use , , and + for the set of all real, integer, and nonnegative integer numbers, respectively. The next lemma is a basic result about the solution of the difference system (1).

Lemma 1 . —

The impulsive difference system (1) has the solution

Xn=HnΘ0+Hn1i=0n1HiBζi+Hn1i=0n1Hifi,Θi,ζi+nk=0nTnnkIknk,Θnk,ζnk,nI. (4)

The solution can easily be obtained by consecutively placing the values of n ∈ {0,1,2,…}.

Definition 1 . —

A function ‖·‖β : 𝕍⟶[0, ) is called β-norm, with 0 < β ≤ 1, where 𝕍 is a vector space over the field K, if the function satisfied the following properties:

  1. ‖ℋ‖β=0 if and only ℋ=0

  2. κℋ‖β=|κ|β‖ℋ‖β,  foreachk κK and ℋ ∈ 𝕍

  3. ‖ℋ+ℋ1β ≤ ‖ℋ‖β+‖ℋ1β,  forall ℋ,  ℋ ∈ 𝕍

And (𝕍, ‖·‖β) is said to be β-norm space.

Definition 2 . —

Let ϵ > 0, ψ > 0 and φnB(I, X). A sequence Θn will be an ϵ-approximate solution of (1), if

Θn+1HΘnBζnfn,Θn,ζnεφn,n0,Θnk+1Θnk1Ikn,Θnk1,ζnk1εψ,k=1,2,3,,m,. (5)

Definition 3 . —

System (1) is said to be β-Hyers–Ulam–Rassias stable if for every ϵ-approximate solution Yn of system (1), there exists an exact solution Θn of (1) and a nonnegative real number 𝒞f,N,M,φ such that

YnΘnβCf,N,M,φ,Ψεβφnβ+ψβ,forallnI. (6)

Definition 4 . —

System (1) is a generalized Hyers–Ulam–Rassias stable if for every ϵ-approximate solution Yn of system (1), there will be an exact solution Θn of (1) and a nonnegative real scalar 𝒥M,ηΨ,ηϕ,f such that

YnΘnβJM,ηΨ,ηϕ,fεβφnβ+Ψk+1β,nI. (7)

Remark 1 . —

From (2), it is clear that Y(I, X) satisfies (2) if and only if there exists h ∈ (I, X) and a sequence hk, kM satisfying

hnεψn,nM,Θn+1=HΘn+Bζn+fn,Θn,ζn+hn,n+,Y0=Θ0+h0,Θnk+1Θnk1=IkΘnk1,ζnk1+hnk,kM. (8)

The solution of Remark 1 is

Θn=HnΘ0+h0+Hn1i=0n1HiBζi+Hn1i=0n1Hifi,Θi,ζi+hi+nk=0nTnnkIk(nk,Θnk,ζnk+hnk,nI. (9)

Lemma 2 (see [19]). —

for any n ≥ 0 with

Unan+i=0nPiUi+0nknγkUnk1,n0, (10)

then, we have

Unan1+γkkexpi=0nPi,wherekI. (11)

Remark 2 . —

If we replace γk by γkn, then

Yncnk=0n1+γknexpi=0nPiforn0. (12)

3. Uniqueness and Existence of Solution of an Impulsive Difference System

To describe the uniqueness and existence of the solution of system (1), we will use the following assumptions:

  • G1: for f, Ik : X×X𝕏, kI, there exist constants ℒf > 0 and ℒIk > 0, such that
    fn,,pfn,,pf,Ikn,w,yIkn,w,yIkww. (13)
  • G2:
    M=supiIHi,N=max0nknTnnk. (14)
  • G2:
    Mi=0n1Hif+NnIk<1. (15)

Theorem 1 . —

If assumptions G1, G2, and G2 are held, then system (1) has a unique solution Θ ∈ (I, 𝕏).

Proof —

Define 𝒜 : (I, 𝕏)⟶(I, 𝕏) by

AΘn=HnΘ0+Hn1i=0n1HiBζi+Hn1i=0n1Hifi,Θi,ζi+nk=0nTnnkIknk,Θnk1,ζnk1. (16)

Now, for Θ, Θ′ ∈ (I, 𝕏), we have

AΘnAΘn=HnΘ0+Hn1i=0n1HiBζi+Hn1i=0n1Hifi,Θi,ζi+nk=0nTnnkIknk,Θnk1,ζnk1HnΘ0Hn1i=0n1HiBζiHn1i=0n1Hifi,Θi,ζink=0nTnnkIknk,Θnk1,ζnk1. (17)

This implies that

AΘnAΘn=Hn1i=0n1Hifi,Θi,ζi+nk=0nTnnkIknk,Θnk1,ζnk1Hn1i=0n1Hifi,Θi,ζink=0nTnnkIknk,Θnk1,ζnk1+nk=0nTnnkIknk,Θnk1,ζnk1Iknk,Θnk1,ζnk1Mi=0n1HifΘiΘi+Nnk=0nIkΘnk1Θnk1Mi=0n1Hif+NnIkΘΘ. (18)

This implies that 𝒜 is a contraction map using the Banach contraction principle, we say that system (1) has a unique solution.

4. β-Hyers–Ulam–Rassias Stability on Bounded Discrete Interval

To determine β-Hyers–Ulam–Rassias stability on the bounded discrete interval, we have one more assumption:

G 3: there exist a constant ηφ > 0 and φn and a nondecreasing function φB(I, X) such that

i=0n1ψiηϕϕn. (19)

Theorem 2 . —

System (1) is β-Hyers–Ulam–Rassias stable over discrete bounded interval, if G1, G2 and G3 are satisfied.

Proof —

The solution of system (1) is as follows:

Θn=HnΘ0+Hn1i=0n1HiBζi+Hn1i=0n1Hifi,Θi,ζi+nk=0nTnnkIknk,Θnk1,ζnk1. (20)

Let Yn be the solution of inequality (2), we have

YnHnΘ0Hn1i=0nHiBζiHn1i=0nHifi,Yi,ζink=0nTnnkIknk,Ynk1,ζnk1=Hnhn+Hn1i=0n1Hihi+nk=0nTnnkhnkMεΨ+M2òi=0n1Ψi+Nεnk=0mΨ=M+Nk=0mòΨ+i=0n1M2òΨimMò+M2εηϕφn+φ=Mòm+Mηϕφn+φ, (21)

thus, for each n ∈ {nk, nk+1,…}, we have

Ynθnβ=YnHnΘ0Hn1i=0n1HiBζiHn1i=0n1Hifi,Θi,ζink=0nTnnkIknk,Θnk1,ζnk1β=YnHnΘ0Hn1i=0n1HiBζiHn1i=0n1Hifi,Θi,ζink=0nTnnkIknk,Θnk1,ζnk1+Hn1i=0n1Hifi,Yi,ζiHn1i=0n1Hifi,Yi,ζi+nk=0nTnnkIknk,Ynk1,ζnk1nk=0nTnnkIknk,Ynk1,ζnk1βYnHnΘ0Hn1i=0n1HiBζiHn1i=0n1Hifi,Yi,ζink=0nTnnkIknk,Ynk1,ζnk1β+Hn1i=0n1Hifi,Yi,ζiHn1i=0n1Hifi,Θi,ζiβ+nk=0nTnnkIknk,Ynk1,ζnk1nk=0nTnnkIknk,Θnk1,ζnk1βMεm+Mηϕφn+φβ+M2i=0n1fiYiΘiβ+Nk=1mInkYnkΘnkβYnΘn31/β1Mεm+Mηϕφn+φ+M2i=0n1fiYiΘi+Nk=1mIkYnkΘnk, (22)

by using the relation

x+y+zγ3γ1xγ+yγ+zγ,wherekx,y,z0andγ>1. (23)

Now, using Gronwall Lemma 2, we get

YNΘn31/β1Mεm+Mηϕφn+φ1+31/β1NIkkexpM231/β1i=0n1fi. (24)

Now,

YnΘnβ31βMεm+Mηϕφn+φβ1+31/β1NIkkβexpM2β31/β1i=0n1fi31βMεm+Mηϕβφn+φβ1+31/β1NIkkβexpM2β31/β1i=0n1fiCf,N,M,φ,Ψεβφnβ+φβ, (25)

using (x+y)r ≤ (xr+yr), x, y ≥ 0,  for any r ∈ {0,1}, where

Cf,N,M,φ,Ψ=31βMεm+Mηϕβ1+31/β1NIkkβexpM2β31/β1i=0n1fi. (26)

Hence, system (1) is β-Hyers–Ulam–Rassaias stable. □

5. β-Hyers–Ulam–Rassias Stability on Unbounded Discrete Interval

To explain β-Hyers–Ulam–Rassias stability on an unbounded discrete interval, we must need the following assumptions:

G 4: the operators family ‖Hni‖ ≤ Meω(ni) and ‖T(nnk)‖ ≤ Meω(nnk).

G5:i=0n1fiκfn+ϰf,G6:J=1+31/β1MInkk<,G7:i=0n1eωni+31/β1MκfnΨiηφφn,G8:M1=nk=0meωnnk+31/β1Mκfn. (27)

Theorem 3 . —

Assume that G1 and G3G8 are holds, then system (1) is β-Hyers–Ulam–Rassias stable over a discrete unbounded interval.

Proof —

The solution of system (1) is

Θn=HnΘ0+Hn1i=0n1HiBζi+Hn1i=0n1Hifi,Θi,ζi+nk=0nTnnkIknk,Θnk1,ζnk1. (28)

Let Yn be the solution of inequality (2), we have

YnHnΘ0Hn1i=0nHiBζiHn1i=0nHifi,Yi,ζink=0nTnnkIknk,Ynk1,ζnk1=i=0n1Hn1ihi+nk=0nTnnkhnki=0n1Hn1ihi+nk=0nTnnkhnkMi=0n1eωniεΨi+nk=0meωnnkεΨ. (29)

Now, for each n ∈ {nk, nk+1}, we have

Ynθnβ=YnHnΘ0Hn1i=0n1HiBζiHn1i=0n1Hifi,Θi,ζink=0nTnnkIknk,Θnk1,ζnk1β=YnHnΘ0Hn1i=0n1HiBζiHn1i=0n1Hifi,Θi,ζink=0nTnnkIknk,Θnk1,ζnk1+Hn1i=0n1Hifi,Yi,ζiHn1i=0n1Hifi,Yi,ζi+nk=0nTnnkIknk,Ynk1,ζnk1nk=0nTnnkIknk,Ynk1,ζnk1βYnHnΘ0Hn1i=0n1HiBζiHn1i=0n1Hifi,Yi,ζink=0nTnnkIknk,Ynk1,ζnk1β+Hn1i=0n1Hifi,Yi,ζiHn1i=0n1Hifi,Θi,ζiβ+nk=0nTnnkIknk,Ynk1,ζnk1nk=0nTnnkIknk,Θnk1,ζnk1βMi=0n1eωniεΨi+nk=0meωnnkεΨβ+Mi=0n1eωnifiYiΘiβ+Mnk=0neωnnkInkYnk1Θnk1β, (30)

if we set Y¯n=eωnYn and Θ¯n=eωnΘn, then we have

Y¯nΘ¯nβMi=0n1eωiεΨi+nk=0meωnkεΨβ+Mi=0n1fiY¯iΘ¯iβ+Mnk=0nInkY¯nk1Θ¯nk1β, (31)

with the help of relation

x+y+zγ3γ1xγ+yγ+zγ,wherex,y,z0γ>1. (32)

we get

Y¯nΘ¯n31/β1Mi=0n1eωiεΨi+nk=0meωnkεΨ+31/β1Mi=0n1fiY¯iΘ¯i+31/β1Mnk=0nInkY¯nk1Θ¯nk1. (33)

Using Lemma 1, we have

Y¯nΘ¯n31/β1Mεi=0n1eωiΨi+nk=0meωnkΨ1+31/β1MInkkexp31/β1Mi=0n1fi. (34)

Resubmitting the values, we have

YnΘn31/β1Mεi=0n1eωniΨi+nk=0meωnnkΨ1+31/β1MInkkexp31/β1Mi=0n1fi31/β1MεJi=0n1eωniΨi+nk=0meωnnkΨexp31/β1Mκfn+ϰf=31/β1MεJi=0n1eωni+31/β1Mκfn+ϰfΨi+nk=0meωnnk+31/β1Mκfn+ϰfΨ=31/β1MεJe31/β1Mϰfi=0n1eωni+31/β1MκfnΨi+nk=0meωnnk+31/β1MκfnΨ31/β1MεJe31/β1Mϰfηφφ+M1Ψ31/β1MεJe31/β1MϰfM1+ηφφn+ΨYnΘnβM,J,ηφ,M1εβφnβ+Ψβ, (35)

where

M,J,ηφ,M1=31βMJe31/β1MϰfM1+ηφβ>0. (36)

Thus, system (1) is β-Hyers–Ulam–Rassias stable.

Remark 3 . —

Wang et al. [18] studied the β-Hyers–Ulam stability and β-Hyers–Ulam–Rassias stability for a system of impulsive differential equations as we know that difference equations relate to differential equations as discrete mathematics relate to continuous mathematics. The system of impulsive difference equations used in this article is analogous to the system of impulsive differential equations used in [18]. Thus, the findings of this article are the discrete version of the work of Wang et al. [18].

6. Generalized β-Hyers–Ulam–Rassias Stability

In this section, we present the generalized β-Hyers–Ulam–Rassias stability, for which we need the following assumptions:

G9:31/β1Mεnk=0n1+31/β1MInki=0n1eωni+31/β1Mi=0n1fiΨiηφφn,G10:31/β1Mεnk=0n1+31/β1MInknk=0meωnnk+31/β1Mi=0n1fiΨηΨΨk+1. (37)

Theorem 4 . —

Assume that G1 and G3G10 are satisfied, then system (1) is generalized β-Hyers–Ulam–Rassias stable.

Proof —

The solution of system (1) is as follows:

Θn=HnΘ0+Hn1i=0n1HiBζi+Hn1i=0n1Hifi,Θi,ζi+nk=0nTnnkIknk,Θnk1,ζnk1. (38)

Let Yn be the solution of inequality (2), we have

YnHnΘ0Hn1i=0nHiBζiHn1i=0nHifi,Yi,ζink=0nTnnkIknk,Ynk1,ζnk1=i=0n1Hn1ihi+nk=0nTnnkhnki=0n1Hn1ihi+nk=0nTnnkhnkMi=0n1eωniεΨi+nk=0meωnnkεΨ. (39)

Now, for each n ∈ {nk, nk+1}, we have

Ynθnβ=YnHnΘ0Hn1i=0n1HiBζiHn1i=0n1Hifi,Θi,ζink=0nTnnkIknk,Θnk1,ζnk1β=YnHnΘ0Hn1i=0n1HiBζiHn1i=0n1Hifi,Θi,ζink=0nTnnkIknk,Θnk1,ζnk1+Hn1i=0n1Hifi,Yi,ζiHn1i=0n1Hifi,Yi,ζi+nk=0nTnnkIknk,Ynk1,ζnk1nk=0nTnnkIknk,Ynk1,ζnk1βYnHnΘ0Hn1i=0n1HiBζiHn1i=0n1Hifi,Yi,ζink=0nTnnkIknk,Ynk1,ζnk1β+Hn1i=0n1Hifi,Yi,ζiHn1i=0n1Hifi,Θi,ζiβ+nk=0nTnnkIknk,Ynk1,ζnk1nk=0nTnnkIknk,Θnk1,ζnk1βMi=0n1eωniεΨi+nk=0meωnnkεΨβ+Mi=0n1eωnifiYiΘiβ+Mnk=0neωnnkInkYnk1Θnk1β, (40)

if we set Y¯n=eωnYn and Θ¯n=eωnΘn, then we have

Y¯nΘ¯nβMi=0n1eωiεΨi+nk=0meωnkεΨβ+Mi=0n1fiY¯iΘ¯iβ+Mnk=0nInkY¯nk1Θ¯nk1β, (41)

with the help of relation

x+y+zγ3γ1xγ+yγ+zγ,wherex,y,z0γ>1, (42)

we get

Y¯nΘ¯n31/β1Mi=0n1eωiεΨi+nk=0meωnkεΨ+31/β1Mi=0n1fiY¯iΘ¯i+31/β1Mnk=0nInkY¯nk1Θ¯nk1, (43)

using, we have

Y¯nΘ¯n31/β1Mεnk=0ni=0n1eωiΨi+nk=0meωnkΨ1+31/β1MInkexp31/β1Mi=0n1fi, (44)

resubmitting the values, we have

YnΘn31/β1Mεnk=0ni=0n1eωniΨi+nk=0meωnnkΨ1+31/β1MInkexp31/β1Mi=0n1fi=31/β1Mεnk=0ni=0n1eωni+31/β1Mi=0n1fiΨi+nk=0meωnnk+31/β1Mi=0n1fiΨ1+31/β1MInk, (45)

At last, we obtain

YnΘn31/β1Mεηφφn+ηΨΨk+131/β1Mεηφ+ηΨφn+Ψk+1YnΘnβ=31βMβεβηφ+ηΨβφn+Ψk+1β=JM,ηΨ,ηϕ,fεβφnβ+Ψk+1β, (46)

where

JM,ηΨ,ηϕ,f=31βMβηφ+ηΨβ>0. (47)

Hence, system (1) is generalized β-Hyers–Ulam–Rassias stable.

7. Example

The impulsive difference system is as follows:

Θn+1=HΘn+Bζn+fn,Θn,ζn,n0,1,2,3,Θ0,n=0,ΔΘnk=Ikn,Θnk1,ζnk1=13r2Θnk1,k=1,2,3,,m. (48)

Assumption G1 and G2 are holds if N=1 and M=1. Clearly, assumptions G5 and G6 are hold if κf=0 and

J=supr=11+31/βMInk=supr=11+1r2el=11/r2eπ2/6. (49)

Also, ùf=0. Now, set φn=en and ψ=1, then G7 holds if ηϕ=1/2. G8 holds if e2/e2 − 1. Thus, system (3) is 1/2− Hyers–Ulam–Rassias stable with respect to en,1 on Z+ and M,𝒥,ηφ,M1=3eπ2/r21/2+e2/e211/2.

8. Conclusion

Nowadays, studies on the qualitative behavior of impulsive difference equations have a significant contribution to the literature. In particular, the discussion regarding the β-Hyers–Ulam–Rassias stability of difference equations has been considered as one of the important topics of the literature, in which different types of conditions have been used in the form of inequalities, and most results have been obtained through discrete Gronwall inequality. In this paper, we have investigated the existence and uniqueness of the solution through the Banach contraction principle and β-Hyers–Ulam–Rassias stability of the impulsive difference system with the help of Gronwall inequality.

Acknowledgments

The Deanship of Scientific Research at King Khalid University, Abha, Saudi Arabia, has funded this work through Large Groups Project under grant number RGP.2/211/43.

Data Availability

The data used to support the findings of this study are available from the corresponding author upon request.

Conflicts of Interest

The authors declare that they have no conflicts of interest.

Authors' Contributions

All authors contributed equally to this article and approved the final manuscript.

References

  • 1.Ahmed N. U. Existence of optimal controls for a general class of impulsive systems on Banach spaces. SIAM Journal on Control and Optimization . 2003;42(2):669–685. doi: 10.1137/s0363012901391299. [DOI] [Google Scholar]
  • 2.Bainov D. D., Lakshmikantham V., Simeonov P. S. Theory of impulsive differential equations. Series in Modern Applied Mathematics; World scientific . 1989;6 [Google Scholar]
  • 3.Benchohra M., Henderson J., Ntouyas S. Impulsive differential equations and inclusions . London UK: Hindawi Publishing Corporation; 2006. [Google Scholar]
  • 4.Hernández E. On a new class of abstract impulsive differential equations. Proceedings of the American Mathematical Society . 2012;141(5):1641–1649. doi: 10.1090/s0002-9939-2012-11613-2. [DOI] [Google Scholar]
  • 5.Pierri M. Existence of solutions for semi-linear abstract differential equations with not instantaneous impulses. Applied Mathematics and Computation . 2013;219(12):6743–6749. doi: 10.1016/j.amc.2012.12.084. [DOI] [Google Scholar]
  • 6.Ulam S. M. A Collection of Mathematical Problems . Hoboken New Jersey, USA: Interscience Publishers; 1960. [Google Scholar]
  • 7.Hyers D. H. On the stability of the linear functional equation. Proceedings of the National Academy of Sciences . 1941;27(4):222–224. doi: 10.1073/pnas.27.4.222. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Aoki T. On the stability of the linear transformation in Banach spaces. Journal of the Mathematical Society of Japan . 1950;2(1-2):64–66. doi: 10.2969/jmsj/00210064. [DOI] [Google Scholar]
  • 9.Rassias T. M. On the stability of the linear mapping in Banach spaces. Proceedings of the American Mathematical Society . 1978;72(2):297–300. doi: 10.1090/s0002-9939-1978-0507327-1. [DOI] [Google Scholar]
  • 10.Wang J., Feckan M., Zhou Y. Ulam’s type stability of impulsive ordinary differential equations. Journal of Mathematical Analysis and Applications . 2012;395(1):258–264. doi: 10.1016/j.jmaa.2012.05.040. [DOI] [Google Scholar]
  • 11.Wang J., Zhou Y., Lin Z. On a new class of impulsive fractional differential equations. Applied Mathematics and Computation . 2014;242:649–657. doi: 10.1016/j.amc.2014.06.002. [DOI] [Google Scholar]
  • 12.Zada A., Shah O., Shah R. Hyers-Ulam stability of non-autonomous systems in terms of boundedness of Cauchy problems. Applied Mathematics and Computation . 2015;271:512–518. doi: 10.1016/j.amc.2015.09.040. [DOI] [Google Scholar]
  • 13.Guo Y., Chen M., Shu X. B., Xu F. The existence and Hyers-Ulam stability of solution for almost periodical fractional stochastic differential equation with fBm. Stochastic Analysis and Applications . 2021;39(4):643–666. doi: 10.1080/07362994.2020.1824677. [DOI] [Google Scholar]
  • 14.Guo Y., Shu X. B., Li Y., Xu F. The existence and Hyers–Ulam stability of solution for an impulsive Riemann-Liouville fractional neutral functional stochastic differential equation with infinite delay of order 1 < β < 2. Boundary Value Problems . 2019;1:p. 59. doi: 10.1186/s13661-019-1172-6. [DOI] [Google Scholar]
  • 15.Rahmat G., Ullah A., Rahman A. U., Sarwar M., Abdeljawad T., Mukheimer A. Hyers-Ulam stability of non-autonomous and nonsingular delay difference equations. Advances in Difference Equations . 2021;2021:p. 474. doi: 10.1186/s13662-021-03627-y. [DOI] [Google Scholar]
  • 16.Hu W., Zhu Q. Stability criteria for impulsive stochastic functional differential systems with distributed-delay dependent impulsive effects. IEEE Transactions on Systems, Man, and Cybernetics: Systems . 2019;51(3):1–6. doi: 10.1109/tsmc.2019.2905007. [DOI] [Google Scholar]
  • 17.Hu W., Zhu Q., Karimi H. R. Some improved Razumikhin stability criteria for impulsive stochastic delay differential systems. IEEE Transactions on Automatic Control . 2019;64(12):5207–5213. doi: 10.1109/tac.2019.2911182. [DOI] [Google Scholar]
  • 18.Wang X., Arif M., Zada A. β–Hyers–Ulam–Rassias stability of semilinear nonautonomous impulsive system. Symmetry . 2019;11(2):p. 231. doi: 10.3390/sym11020231. [DOI] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The data used to support the findings of this study are available from the corresponding author upon request.


Articles from Computational Intelligence and Neuroscience are provided here courtesy of Wiley

RESOURCES