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Abstract
This article considers a Volterra-Fredholm integro-differential equation including multiple time-varying delays. The aim of this article is to study the uniqueness of solution, the Ulam–Hyers–Rassias stability and the Ulam–Hyers stability of the Volterra-Fredholm integro-differential equation including multiple time-varying delays. We prove four new results in connection with the uniqueness of solution, the Ulam–Hyers–Rassias stability and the Ulam–Hyers stability of the considered Volterra-Fredholm integro-differential equation, respectively. The new results of this article involve sufficient conditions. The techniques of the proofs depend on the fixed point method according to the definitions of a suitable metric, operators and the related calculations. In particular case of the considered Volterra-Fredholm integro-differential equation, two illustrative examples are presented to verify the applications of the results. This article also involves some new complementary outcomes in connection with qualitative theory of Volterra-Fredholm integro-differential equations with delays.
1. Introduction
The field of time-delay mathematical models as a whole has its beginning dated back to the eighteenth century, and it received substantial attention in the early twentieth century in works devoted to the modeling of biological, ecological, as well as engineering systems. A time-delay mathematical model is the feature that the mathematical model’s future evolution depends not only on its present state, but also on a period of its history. This particular cause–effect relationship can be traditionally modeled as FDEs, in particular, as delay differential and integro-differential equations. While in practice numerous dynamical systems are described by ODEs alone, for which the systems future evolution depends solely on its current state, there are times when delay effect cannot be neglected, or it will be more beneficial for it to be accounted for. Hence, time-delay mathematical models have been studied long and well and are still being investigated very effectively. They have for decades been an active area of scientific research in mathematics, biology, ecology, economics, and in engineering, under such terms as hereditary systems, systems with after effect, or systems with time-lag, and more generally as a subclass of FDEs and infinite dimensional systems (Gu et al., Citation2003).
As we also know ODEs, FrODEs, Volterra IEs, Volterra IDEs, Volterra-Fredholm IDEs, etc., which involve delay or without delay, are very effective and important mathematical tools to model and then investigate various real world problems in physics, engineering, medicine, mechanics, economy, biology and so on. In general, most of times it is very hard and sometimes impossible to solve explicitly these kinds of equations excepting numerically. After modeling a real world phenomena as an appropriate equation, it can be discussed qualitative properties of that equation using suitable mathematical techniques without solving the equation understudy.
In the relevant literature, among the known qualitative properties of the above equations, Ulam type stabilities have essential roles during the investigations and applications. In fact, it is seen from the relevant literature that the first and key work on the Ulam stability is related to the FEs, which also belongs to Ulam (Citation1964). Later, in the time, this qualitative concept was extended and applied to ODEs, Volterra IEs, Volterra IDEs, PDEs, DDEs, FrDEs, etc., as the new qualitative concepts called UHR stability, generalized UHR stability, UH stability, semi UH stability,
semi UHR stability, etc., by researchers.
Indeed, today, in the relevant literature, the subject of the Ulam type stabilities is a very attractive and interesting field of the research, and this subject is also effectively investigated for various kind of the mathematical models of science, engineering, etc. By this way, without loss of generality, it is said that a Volterra-Fredholm IDE admits the UH stability if for each function satisfying the Volterra-Fredholm IDE approximately such that there exists an exact solution of the Volterra-Fredholm IDE, it is close to the approximation solution. This means that the Ulam stability case of the Volterra-Fredholm IDE is how will the solutions of the inequality vary from those of the considered the Volterra-Fredholm IDE? As for the UHR stability, there is no reason for the Cauchy difference to be bounded (Jung, Citation2011). Toward this point, Rassias (Citation1978) tried to weaken the condition for the Cauchy difference and succeeded in proving what is now known to be the UHR stability for the additive Cauchy equation. Namely, the possibility to use functions for that bounds (and not simply constants) was initially proposed by Rassias (Citation1978), originating, therefore, a generalization of the initial concept, and making appear the so-called UHR stability This terminology is justified because the theorem of Rassias (Citation1978, Theorem 2.5) has strongly influenced mathematicians studying stability problems of FEs. Similar comments can be given for all kind of the Ulam type stabilities.
For a comprehensive treatment of some related qualitative properties of ODEs, FrODEs, Volterra IEs, Volterra IDEs, Volterra-Fredholm IDEs, etc., we refer the readers for the existence and computational results in connection with Volterra-Fredholm IDEs with delay, see Amin et al. (Citation2021), the existence and Ulam type results in connection with Volterra-Fredholm IDEs with delay, see Kucche and Shikhare (Citation2018b), Miah et al. (Citation2024), Tunç and Tunç (Citation2024), the Ulam type stability of ODEs with and without delay, see Aslıyüce and Öğrekçi (Citation2023), Jung (Citation2010), Jung and Rezaei (Citation2015), Onitsuka (Citation2024), the Ulam stability for impulsive IDEs, see Bensalem et al. (Citation2024), existence of solutions and Ulam stability for IDEs and IEs, see Burton (Citation2016, Citation2019), Castro and Ramos (Citation2009, Citation2010), Castro and Simões (Citation2017, Citation2018), Chauhan et al. (Citation2022), Ciplea et al. (Citation2022), Deep et al. (Citation2020), Graef et al. (Citation2023), Ilea and Otrocol (Citation2020), Jung (Citation2007), Kucche and Shikhare (Citation2018a), Öğrekçi et al. (Citation2023), Tunç and Tunç (Citation2023), Tunç et al. (Citation2024), Tunç et al. (Citation2024), the UHR stability of FrDEs with and without delay, see Benzarouala and Tunç (Citation2024), Khan et al. (Citation2018), Xu and Farman (Citation2023), for the Mittag–Leffler–Hyers–Ulam stability of ODEs, see Eghbali and Kalvandi (Citation2018), the UHR stability of FEs, see Jung (Citation2011), the existence and stability of operator equations, see Petruşel et al. (Citation2019), the stability of linear mappings in Banach spaces, see Rassias (Citation1978), existence and the UH stability for neutral stochastic FDEs, see Selvam et al. (Citation2024), the global existence and uniqueness of the solution of the fractional delay Volterra IDEs in the Atangana–Beleanu–Caputo sense, see Sweis et al. (Citation2023a), some qualitative results in connection with DDEs including Mittag-Leffler kernel, IDEs with time delays and Hilfer fractional DDEs, see Sweis et al. (Citation2022, Citation2023b, Citation2024), respectively, the existence and uniqueness of a mild solution, etc. of a mixed Volterra-Fredholm-type third-order dispersion system, see Patel et al. (Citation2023), the existence and approximate controllability for certain fractional stochastic Volterra-Fredholm IDEs, see Dineshkumar et al. (Citation2023), for the approximate controllability of a stochastic Volterra-Fredholm IDE of second order including delay and impulses, see Ma et al. (Citation2023) and some other qualitative works, see Bohner et al. (Citation2021), Graef and Tunç (Citation2015), Miahi et al. (Citation2021), Tunç and Tunç (Citation2019) and Shukla et al. (Citation2015).
In particular, we will now also present only a few earlier results in connection with the qualitative properties of some Volterra IEs, Volterra IDEs and Volterra-Fredholm IDEs.
Jung (Citation2007) studied the UHR and the UH stabilities of the Volterra IE:
by using the FP method. To the best of information, the results of Jung (Citation2007, Theorem 2.1, Theorem 3.1) can be considered as the first and key results in connection with the UHR stability and UH stability for Volterra IEs in the relevant literature. The work of Jung (Citation2007) is the first key and significant paper on the Ulam type of stabilities of IEs and Volterra IDEs, in which the Banach CMP was used as main tool in the proofs.
Castro and Ramos (Citation2009, Citation2010) derived sufficient conditions with regard to the UH stability and the UHR stability of two kind of Volterra IEs:
and
The first IE above does not have delay and the second IE above has a variable delay.
Castro and Ramos (Citation2009, Citation2010) presented a simple way, which is called “progressive contractions”, to establish global existence and uniqueness of a solution on of the following the Volterra IDE and IE, respectively:
and
Ilea and Otrocol (Citation2020) applied the Burton method and obtained similar results for the following Volterra IEs in a Banach space:
and
Tunç et al. (Citation2024) considered the following Volterra IE with N-variable time delays and the IDE without delay, respectively:
and
Tunç et al. (Citation2024) dealt with global existence and uniqueness of solutions of the above Volterra IE and the Volterra IDE by fixed point method according to the progressive contractions, which belong to T.A. Burton.
Now, before summarizing some qualitative results in connection with certain Volterra-Fredholm IDEs, we introduce some brief and useful information as follows: A Volterra-Fredholm IDE, which is a combination of disjoint Volterra and Fredholm integrals and differential operator, may appear in one integral equation. Volterra-Fredholm IDEs arise from many physical and chemical applications similar to the Volterra-Fredholm IEs. In the Volterra IDEs, the upper limit of integration is the variable x, while in the Fredholm IDEs, the upper limit of integration is a fixed constant. Volterra (Citation1959), in the early 1900, studied the population growth, where new type of equations have been developed and was termed as IDEs. Indeed, an initial value problem can be transformed to an equivalent Volterra IE or Volterra IDE. However, a boundary value problem can be converted to an equivalent Fredholm IE or Fredholm IDE. It is also important to point out here that the procedure of reducing a boundary value problem to a Fredholm IE or a Fredholm IDE is complicated and rarely used.
Kucche and Shikhare (Citation2018a, Citationb) considered the below Volterra IDEs without and with delay and the Volterra-Fredholm delay IDE, respectively:
and
The authors studied the UH stabilities the first two the IDEs, and the UH stability and UHR stability of the second Volterra-Fredholm delay IDE in the completed metric spaces using Banach’s FPT, Pachpatte’s inequality and some suitable norms.
The motivation behind this article, in particular, is the key and more recently article of Miah et al. (Citation2024). In Miah et al. (Citation2024), the authors established results for the UHR stability and the UH stability of the following Volterra-Freedholm IDE involving a variable delay:
(1)
(1)
with the initial condition
Additionally, Miah et al. (Citation2024) dealt with the existence of unique solution for Volterra-Freedholm IDE Equation(1)
(1)
(1) by employing the Banach CMP.
Inspired by the works of Burton (Citation2016, Citation2019), Kucche and Shikhare (Citation2018b), Miah et al. (Citation2024) and that given above, in this article, we will focus on the following Volterra-Freedholm IDE involving multiple variable time delays:
(2)
(2)
with
where
We will here investigate three qualitative concepts by employing the Banach CMP: the first one is existence of the unique solution of the Volterra-Fredholm IDE Equation(2)
(2)
(2) , the second and third ones are the UHR stability and the UH stability of the Volterra-Fredholm IDE Equation(2)
(2)
(2) , respectively.
We note that a large number of applications in the theory of artificial neural networks, networks known as bidirectional associative memory with leakage delays, numerous models for some population dynamics, and ecology problems, etc., can be denoted by FDEs and IDEs with multiple delays (Bohner et al., Citation2021). Thereby, since our Volterra-Freedholm IDE Equation(2)(2)
(2) is nonlinear and has multiple variable delays, it can be useful for researchers working in the fields of artificial neural networks, population dynamics, ecology problems, and so on. This is one of the potential impacts of our work and the difference it will make.
We should also mention that despite the existence much works with regard to the existence, the uniqueness of solutions and the Ulam type stabilities of various mathematical models of ODEs, FEs, Volterra IEs, Volterra IDEs, PDEs, DDEs, FrDEs, there is only a few works in connection with that concepts on Volterra-Freedholm IDEs without or with delay (see Kucche & Shikhare, Citation2018b; Miah et al., Citation2024; Tunç & Tunç, Citation2024). Additionally, we did not find any work dealt with the existence, the uniqueness of solutions and the Ulam type stabilities of Volterra-Freedholm IDEs involving multiple variable time delays. Thereby, by virtue of the above information, it deserves to discuss the mentioned concepts for the Volterra-Freedholm IDE Equation(2)(2)
(2) . Furthermore, this article is the first work on the mentioned concepts for the Volterra-Freedholm IDE Equation(2)
(2)
(2) involving multiple variable time delays. The novelty of this article is that the delay Volterra-Freedholm IDE Equation(2)
(2)
(2) is a novel and general mathematical model. Applying the Banach CMP and the generalized metric, we obtain new results on the existence, the uniqueness of solutions and the Ulam type stabilities with the only Lipschitz type conditions. The imposed conditions are not strict assumptions on the functions included in the Volterra-Freedholm IDE Equation(2)
(2)
(2) .
The study is structured as follows. In Sect. 2, we give some basic information such as definitions, two theorems, etc., that are used in this article. Section 3 involves a new theorem on the existence and the uniqueness of solutions of the Volterra-Freedholm IDE Equation(2)(2)
(2) . In Sect. 4, we give two new theorems on the UHR stability of the Volterra-Freedholm IDE Equation(2)
(2)
(2) . Section 5 involves a new theorem for the UH stability of the same equation. Then, in Sect. 6, two examples are given to explain our main results. Finally, Sect. 7 involves the conclusion of this article.
2. Basic information
We will now present basic concepts and a result that are needed in the main results.
Definition 2.1.
(Miah et al., Citation2024). Let be a set and
be a distance function described by
every
Cauchy sequences in
is
convergent, i.e.,
for an element
and there exists an element
such that
Then is said a generalized complete metric space.
We will now give a theorem, which is known as a variant of the Banach FPT.
Theorem 2.1
(Diaz & Margolis, Citation1968; Miahi et al., Citation2021). Let be a complete generalized metric space and
be a strictly contractive mapping with the Lipschitz constant
Then for each given element
either
for all nonnegative integers
or there exists an
such that
for all
the sequence
converges to a fixed point
of
is the unique fixed point of
in the set
for all
Definition 2.2.
If for each function satisfying
(3)
(3)
where
for all
there exists a solution
of the Volterra-Freedholm IDE Equation(2)
(2)
(2) and a constant
which does not dependent
and
such that
(4)
(4)
for all
then we call that the Volterra-Freedholm IDE Equation(2)
(2)
(2) involving multiple variable time delays admits the UHR stability.
Definition 2.3.
If for each function satisfying
where
there exists a solution
of the Volterra-Freedholm IDE Equation(2)
(2)
(2) and a constant
which does not dependent
and
such that
for all
then we call that the Volterra-Freedholm IDE Equation(2)
(2)
(2) involving multiple variable time delays admits the UH stability.
Theorem 2.2
(Burton, Citation2006, the Banach CMP). Let be a complete metric space and let
If there is a positive constant
such that for each pair
we have
then there is one and only one point
with
3. Existence and uniqueness
The first new qualitative is presented in the below by Theorem 3.1.
Theorem 3.1.
Let and
be positive constants. We also assume that the following conditions
and
hold true:
(C1)
(C1)
(C2)
(C2)
If
(5)
(5)
then there exists a unique solution of the Volterra-Freedholm IDE Equation(2)
(2)
(2) involving multiple variable time delays with
Proof.
Let and
We define the following metric:
(6)
(6)
where
Considering Equation(6)
(6)
(6) and following the way of Jung (Citation2010), it can be easily shown that
is a generalized complete metric space.
We now define an operator by
(7)
(7)
For any let
be a random constant such that
that is,
(8)
(8)
By applying the conditions of Theorem 3.1 and the above operator, we have to show that the operator is strictly contractive according to the metric given by Equation(6)
(6)
(6) . Hence, by employing the conditions
and
we get from Equation(7)
(7)
(7) that
Then, we have
(9)
(9)
for all
where due to Equation(5)
(5)
(5)
Thereby, according to the above outcomes, we conclude that is a contractive operator. Hence, taking into account Theorem 2.1, there exists a unique continuous function
such that
which implies that
(10)
(10)
If we differentiate both sides of the integral EquationEq. (10)(10)
(10) with respect to
then we obtain
with
This result confirms that
is the unique solution of Volterra-Freedholm IDE Equation(2)
(2)
(2) . Hence, the poof is completed.
4. UHR stability
Within this section, we will focus on the UHR stability via two new theorems for the Volterra-Freedholm IDE Equation(2)(2)
(2) involving multiple variable delays. The first one is given by Theorem 4.1.
Theorem 4.1.
Let
and
be positive constants such that in addition to
of Theorem 3.1, the following condition
is satisfied.
If a function satisfies
(11)
(11)
where
with
(12)
(12)
then there exists a unique function
such that
(13)
(13)
and
(14)
(14)
Proof.
Let and
For
we define the following metric:
(15)
(15)
Following the procedure in Jung (Citation2010), it can be verified that is a generalized complete metric space.
We now describe the same operator as given by Equation(7)
(7)
(7) . We will show that
is a strictly contractive operator on
For any let
be an arbitrary constant such that
with
for any
that is, by virtue of Equation(15)(15)
(15) , it follows that
(16)
(16)
Thereby, according to the operator Equation(7)(7)
(7) , in the light of the conditions Equation(C1)
(C1)
(C1) , Equation(C2)
(C2)
(C2) , Equation(12)
(12)
(12) and Equation(16)
(16)
(16) , we acquire that
Hence, we have
(17)
(17)
for all
where
Thereby, we deduce that is a contractive operator.
Then, according to the operator Equation(7)(7)
(7) , it follows that for a random
there exists a nonzero constant
with
such that
which implies that
(18)
(18)
Next, since and
are bounded in their respective domains and
then Equation(15)
(15)
(15) and Equation(18)
(18)
(18) imply that
Hence, taking into account Theorem 2.1, there exists a function such that
in the space
and
According to this outcome,
satisfies EquationEq. (13)
(13)
(13) for all
Since and
are bounded on the set
for all
and
then there exists a constant
such that
(19)
(19)
We also have
Hence, we get
Thereby, according to Theorem 2.1, we conclude that which is given in EquationEq. (13)
(13)
(13) , is the unique continuous function.
Also, the inequality Equation(11)(11)
(11) can be extended as
(20)
(20)
Integrating the terms of the inequality Equation(20)(20)
(20) from
to
we arrive that
(21)
(21)
Hence, using the inequality Equation(12)(12)
(12) and the operator Equation(7)
(7)
(7) , we obtain
(22)
(22)
Thus
(23)
(23)
Thereby, using Theorem 2.1 and Equation(23)(23)
(23) , we get
Then, we can obtain
This inequality ends the proof of Theorem 4.1.
We now give our third result in connection with the UHR stability of the nonlinear Volterra-Freedholm IDE Equation(2)(2)
(2) with multiple variable delays in the real line,
Theorem 4.2.
Let and
or
or
and
be positive constants with
We also assume that and
of Theorem 3.1 hold true for all
or
or
and
If a function satisfies the inequality
(24)
(24)
where with
then there is a unique function such that this function satisfies
(25)
(25)
and
(26)
(26)
Proof.
Let We will first show that
is continuous. Let
and define
According to Theorem 4.1, there exists a unique
such that
(27)
(27)
and
(28)
(28)
If then the uniqueness of
implies that
(29)
(29)
For any we define
as
Next, we also define a function such that
(30)
(30)
Then, we claim that is continuous.
Let is arbitrary, and
Hence,
is in the interior points of
and there exists an
such that
with
Since
is a continuous function at
then
is also continuous at
We now have to show that satisfies EquationEqs. (25)
(25)
(25) and Equation(15)
(15)
(15) for all
Let
for some random
Then, according to Equation(27)
(27)
(27) and Equation(30)
(30)
(30) , we have
and
(31)
(31)
Thereby, we get
(32)
(32)
Since for all
then Equation(32)
(32)
(32) is true, and in the light of Equation(29)
(29)
(29) and Equation(30)
(30)
(30) we get
Since then, according to Equation(28)
(28)
(28) and Equation(30)
(30)
(30) , it follows that
for all
Next, we now have to prove that is unique.
Consider which satisfies EquationEqs. (32)
(32)
(32) and Equation(15)
(15)
(15) with
in place of
for all
Let
be a random real number. Since both
and
satisfy EquationEqs. (32)
(32)
(32) and Equation(20)
(20)
(20) for all
then the uniqueness of
on
implies that
Thereby, is unique.
For the cases or
the proofs can be provided. We ignore the details of them.
5. UH stability
Within Sect. 5, we will focus on the UH stability in connection with the nonlinear Volterra-Freedholm IDE Equation(2)(2)
(2) with multiple variable delays.
Theorem 5.1.
Let
and
and
be positive constants such that
of Theorem 2.1 and the following condition
are satisfied.
If for any there exists a function
which satisfies the inequality
(33)
(33)
then there exists a unique function
which satisfies EquationEq. (13)
(13)
(13) and
(34)
(34)
Proof.
Let and
We define the following metric:
(35)
(35)
where
Then
is a generalized complete metric space.
We now take into consideration the operator which is described by Equation(7)
(7)
(7) . Then, depending upon the conditions of Theorem 5.1, it is clear that
is a strictly contractive operator on
Let
be an arbitrary element of
Then, there exists a constant
with
such that
(36)
(36)
By virtue of Equation(35)(35)
(35) and Equation(36)
(36)
(36) , we derive that
Thereby, according to Theorem 2.1, there exists a such that
as
in
and
Hence,
satisfies EquationEq. (32)
(32)
(32) for all
Next, as in the proof of Theorem 3.1, it can be shown that
Due to Theorem 2.1,
is the unique continuous solution of EquationEq. (32)
(32)
(32) .
If we expand the modulus of the inequality Equation(33)(33)
(33) and then integrating the expanded inequality term by term from
to
we obtain
(37)
(37)
Thereby, we get
(38)
(38)
According to Theorem 2.1, the conditions of Theorem 5.1 and Equation(38)
(38)
(38) , we obtain
This inequality ends the proof of Theorem 5.1.
6. Applications
Within this section, we have two examples as the numerical applications for the UH stability of two particular nonlinear Volterra-Freedholm IDEs involving a variable delay.
Example 6.1
We will now consider the following the Volterra-Fredholm IDE involving a variable delay:
(39)
(39)
and the inequality
where
Hence, it is seen that the Volterra-Fredholm IDE Equation(39)(39)
(39) has the form of the Volterra-Fredholm IDE Equation(2)
(2)
(2) with the arguments as the follows:
We will now approve that the items of Theorem 3.1 and Theorem 4.1 are satisfied.
It can be seen that the functions and
are continuous.
According to the above data, we obtain the following outcomes, respectively:
Thereby, all the items of Theorem 3.1 and Theorem 4.1 are fulfilled. Then the nonlinear Volterra-Freedholm IDE Equation(39)(39)
(39) involving a variable delay has a unique solution and it also admits the UH stability.
Example 6.2
We will now consider the following the Volterra-Fredholm IDE including a variable delay:
(40)
(40)
and the inequality:
where
It is obvious that the Volterra-Fredholm IDE Equation(40)(40)
(40) has the form of the Volterra-Fredholm IDE Equation(2)
(2)
(2) with the arguments as follows:
We will now approve that the conditions of Theorem 3.1 and Theorem 4.1 are satisfied.
It is clear that the functions and
are continuous.
According to the data above, we carry out the following relations, respectively:
Thereby, all the items of Theorem 3.1 and Theorem 4.1 are fulfilled. Then the nonlinear Volterra-Freedholm IDE Equation(40)(40)
(40) with a variable delay has a unique solution and it also admits the UH stability.
Remark 6.1
We should note that Example 6.1 and Example 6.2 can be updated accordingly for the UHR stability of the Volterra-Freedholm IDEs Equation(39)(39)
(39) and Equation(40)
(40)
(40) , respectively. We ignore the details of the discussions.
7. Conclusion
According to the data from the earlier literature, no work is available in connection with the existence, the unique of solutions and the Ulam type stabilities of Volterra-Freedholm IDEs involving multiple variable time delays. In this article, a new mathematical model of that kind of multiple delay Volterra-Freedholm IDEs is considered and the mentioned qualitative concepts are studied. Hence, this article includes the first and new results with connection to the existence, the unique of solutions, the UHR and the UH stabilities of nonlinear Volterra-Freedholm IDEs involving multiple variable time delays. Thereby, this work allows some new qualitative contributions to the qualitative theory of Volterra-Freedholm IDEs. In this article, we provide four new theorems in the cases of finite or infinite intervals by employing the Banach FPT. The new theorems of the present study involve sufficient conditions on the mentioned concepts for the Volterra-Freedholm IDE taken under study. The outcomes of this article allow essential advances and contributions from the Volterra-Freedholm IDEs including a variable delay to the more general and nonlinear Volterra-Freedholm IDEs including multiple variable time delays. The techniques utilized in the proofs employ the fixed point method depending on the use of the Banach CMP, the generalized complete metric and mathematical inequalities. Thereby, we obtain new contributions to the qualitative theory of the delay Volterra-Freedholm IDEs. As proper future suggestions, the HU stability, HUR stability, etc. of nonlinear Caputo fractional Volterra-Freedholm IDEs including multiple delays, Caputo–Hadamard fractional Volterra-Freedholm IDEs including multiple delays, Riemann–Liouville fractional Volterra-Freedholm IDEs including multiple delays, etc., can be considered as new open problems.
Abbreviations | ||
Banach CMP | = | Banach contraction mapping principle |
Banach’s FPT | = | Banach’s fixed point theorem |
DDE | = | Delay differential equation |
FEs | = | Functional equation |
FDE | = | Functional differential equation |
FP method | = | Fixed point method |
FrDE | = | Fractional differential equation |
FrODE | = | Fractional ordinary differential equation |
IDE | = | Integro-differential equation |
IE | = | Integral equation |
ODE | = | Ordinary differential equation |
PDE | = | Partial differential equation |
UH stability | = | Ulam–Hyers stability |
UHR stability | = | Ulam–Hyers–Rassias stability |
Volterra-Fredholm IDE | = | Volterra-Fredholm integro differential equation |
Acknowledgments
The authors would like to thank the anonymous referees and the handling editor for many useful comments and suggestions, leading to a substantial improvement in the presentation of this article.
Disclosure statement
The authors declare no conflict of interest.
References
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