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Department of Mathematics, College of Science, University of Anbar, Ramadi 31001, Iraq
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Department of Sciences, Salman Farsi University, Kazerun P.O. Box 73175-457, Iran
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Department of Mathematics, Azarbaijan Shahid Madani University, Tabriz P.O. Box 53714-161, Iran
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Mathematics in Applied Sciences and Engineering Research Group, Scientific Research Center, Al-Ayen University, Nasiriyah 64001, Iraq
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Department of Mathematics, University of Ioannina, 451 10 Ioannina, Greece
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Intelligent and Nonlinear Dynamic Innovations Research Center, Department of Mathematics, Faculty of Applied Science, King Mongkut’s University of Technology North Bangkok, Bangkok 10800, Thailand
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The two-parameter -operators are a new family of operators in calculus that have shown their capabilities in modeling various systems in recent years. Following this path, in this paper, we present a new construction of the Langevin equation using two-parameter -Caputo derivatives. For this new Langevin equation, equivalently, we obtain the solution structure as a post-quantum integral equation and then conduct an existence analysis via a fixed-point-based approach. The use of theorems such as the Krasnoselskii and Leray–Schauder fixed-point theorems will guarantee the existence of solutions to this equation, whose uniqueness is later proven by Banach’s contraction principle. Finally, we provide three examples in different structures and validate the results numerically.
By upgrading the classical differentiation and integration operators from integer orders to arbitrary non-integer orders, we arrive at fractional-order differential and integral calculus (shortly, fractional calculus), in which the order of all the operators can be fractional or complex numbers [1,2,3]. This field of applied mathematics, which originated in the early 17th century, has widely demonstrated its power and efficiency in various fields of science with extraordinary speed in recent decades. Classical operators can only analyze the local behavior of functions, while fractional-order operators, especially fractional-order derivatives, are inherently non-local in nature and can easily analyze systems that have memory and historical effects. This feature leads to the fact that these operators show their importance in modeling a variety of complex phenomena.
More precisely, considering these applications, we can refer to some published articles in this field. For example, we can mention the use of fractional-order differential equations in modeling the memory behavior of biological tissues and polymers, which was published by Lizama et al. in 2022 [4]. Fractional-order viscoelasticity equations can be used to describe non-integer damping [5]. Fractional-order diffusion equations can be used to analyze the type of particle motion in heterogeneous environments, such as diffusion in cellular tissues [6]. We can even see traces of fractional-order equations in the fields of medicine and epidemiology [7,8]. Impulsive fractional equations are other types of fractional equations in which we can analyze the dynamics of the solutions [9]. It is notable that the main tool for proving the existence of solutions for all the above models is based on fixed-point theory. In fact, most boundary or initial value problems involving fractional differential equations can be reformulated as fixed-point problems for operators acting on function spaces. Fixed-point theorems such as the Banach fixed-point theorem, Krasnoselskii fixed-point theorem, Schauder fixed-point theorem, etc., allow mathematicians to guarantee that solutions to fractional differential equations exist without necessarily constructing them explicitly. This is our approach in this paper.
q-calculus, which is the short term of quantum calculus, has its history dating back to the early 19th century and has achieved great comprehensiveness during these decades [10]. Of course, much earlier, Euler conducted initial studies on quantum series [11], and then Jacobi introduced elliptic functions and the theta function [12], which were very close to the same concept of quantum series. Later, in the early 19th century, Abel developed the binomial series and its expansions in the context of quantum calculus [13], and, finally, Jackson [14,15] systematically formalized quantum calculus. He defined the derivative and integral operators without the concept of limit in such a way that the parameter q played a fundamental role in their structure.
-calculus, or, completely, post-quantum calculus, was extended after q-calculus by using two parameters, . The -operators are a modification or generalization of standard fractional operators by introducing additional parameters p and q that provide more flexibility in modeling complex systems. The first work is present in a paper published in 1991 by Chakrabarti et al. [16]. This calculus was developed and arranged by Sadjang [17] in 2018 systematically. Sadjang defined very important concepts of -calculus, such as -derivative, -integral, -Taylor expansion, and -Laplace transform [18]. Recently, some researchers have studied the existence theory and stability analysis for different -difference equations under a variety of fractional -operators [19,20,21,22,23].
In 2020, Soontharanon et al. [24] formulated the Robin -conditions for an -order -integro-difference equation
and conducted the existence analysis for the mentioned -problem so that and . Set . Then, is nonlinear and continuous and and . Moreover, denotes the -order -derivative such that (in the Riemann–Liouville setting).
Later, in 2022, Neang et al. [25] considered a nonlinear function like with the simplified domain and studied the existence theorems in relation to the -solutions of the Caputo -difference problem
with the aforementioned Caputo-type -derivatives.
Recently, Etemad et al. [26] discussed -solutions of the sequential -Navier difference inclusion
where , and . denotes the Caputo fractional -derivative, and G is a multifunction.
In this paper, to clarify the main purposes of this study, we aim to provide a new two-parametric model of the Langevin equation in which the newly defined two-parametric fractional -derivatives of the -Caputo type are substituted into the classical integer-order Langevin equation. More precisely, we formulate this structure for the Langevin equation in the context of a fractional sequential two-term boundary value problem of a -difference equation, given by
where all the parameters are defined as follows:
and . The symbols and are used to denote the fractional -Caputo-type derivatives of two distinct orders, and , respectively. The purpose of this study is limited to the existence theory of the -solutions of a new category of the -type Langevin equation via several fixed-point-based approaches.
The following sections of the paper are as follows: Section 2 aims to recall some basic notions on -calculus. Section 3 is about the main existence theorems by using the well-known fixed-point methods. Section 4 illustrates the validated examples on the basis of the main existence theorems. The paper closes with Section 5 by stating the conclusions.
2. Preliminaries
In this section, we are aiming to provide several definitions and properties on -calculus as a reminder. Throughout the paper, and .
The -numbers play an important role in -calculus and generalize q-numbers and ordinary numbers by depending them on two parameters, p and q. For each real number , a -number of is defined by
A -derivative is a special form of derivative that depends on the parameters p and q, and it uses a difference structure instead of a limit structure. In other words, a -derivative of the function is defined as and
As we know, extending ordinary operators to fractional operators is a useful way that broadens the scope of calculus to describe all complex phenomena adequately. Hence, we recall fractional versions of two -operators [27].
Assume that and is a function. The fractional Riemann–Liouville (RL) -integral for the function is defined as
with , where is a -power function [27]. It is natural that, if and , then the above -integral is reduced to the fractional Riemann–Liouville integral of order [1] given by
Also, with the same hypotheses, the fractional -Caputo-type derivative is defined for as
where is the -derivative of order [27]. It is notable that, if and , then the fractional -Caputo-type derivative is reduced to the fractional Caputo derivative given by
The present section is going to state and prove the main existence theorems. Moreover, to establish the stability of -solutions of the -difference Langevin boundary problem (1), we extract the general -integral form of -solutions. The next lemma does this for us. Indeed, this lemma shall show that the -difference Langevin boundary problem (1) has a -integral solution as follows:
if we let .
Now, we prove the correctness of this claim in the follwoing lemma.
Lemma1.
If we consider the hypotheses given in (2) and assume that , then is a -solution of the linear -difference Langevin boundary problem (1) if and only if it satisfies the -integral Equation (4).
Proof.
Consider the equality . Then, the -difference Langevin equation given in (1) is reduced to
On both sides of the above -difference equation, the fractional -RL-integral of order is applied, and it yields
or, accordingly,
On the other side, the fractional -RL-integral of order is used on both sides of (7), and it yields
The constants and obtained in (10) and (11), respectively, can be substituted into (8). By some simple computations, we get
The converse is evident, and the proof is completed. □
In this step, we introduce a new Banach space that consists of all continuous functions like under the sup-norm . This space is denoted by the symbol . In other words, is a Banach space. Moreover, the above lemma helps us to define a new operator according to the given fractional -Langevin problem (1). So, is defined by
In the following, we consider some hypotheses that are needed for proving the main theorems of this paper. We enlist them for the continuous functions as follows:
There is a constant so that the Lipschitz inequality
holds for each and ;
There is a constant so that the Lipschitz inequality
holds for each and ;
There are two continuous functions so that, for all , and , where, for .
Along with the above conditions, Krasnoselskii’s fixed-point theorem [29] will be applied to prove the existence property for the given fractional -Langevin problem (1). To be easy for the readers, we define some symbols as follows:
Theorem1.
Assume that are two continuous functions such that two conditions and hold. Let , where is introduced in (13). Then, there is at least one solution on for the fractional -Langevin problem (1).
Proof.
In view of the constants introduced in (13), we define so that
To complete the process of the proof, we need to establish all the conditions of Krasnoselskii’s fixed-point theorem. To accomplish this, two operators are defined on as follows
and
For each and by , we have
So, , and, thus, ; i.e., .
In the following, since is a continuous function, has the property of the continuity. Now, the uniform boundedness of is investigated. By the condition and the definition of , for every , we have
As the next step, we prove that is equicontinuous.
Let with . Then, for each , we have
Then, tends to zero because the right-hand side of (15) tends to zero when goes to , and this convergence is independent of . The Arzela–Ascoli theorem provides the compactness of on . It is in turn demonstrated that is a contraction. For each , and, by the condition , we have
is a contraction since .
After the above steps, it is found that all assumptions given in Krasnoselskii’s fixed-point theorem are established. Hence, we apply its conclusion and obtain that there is a fixed point for the operator ; therefore, the fractional -Langevin problem (1) has a solution on and the proof is completed. □
The hypotheses of the Leray–Schauder alternative theorem [29] help us to prove another existence theorem. At first, we provide two other conditions for this purpose.
There are two increasing functions and two continuous functions such that
A constant exists such that
Theorem2.
Assume that are two continuous functions such that two conditions and hold. Then, there is at least one solution on for the fractional -Langevin problem (1).
Proof.
To prove this theorem, we again consider the continuous operator in (12). In the first step, it is claimed that G maps the bounded sets into the bounded sets in . To reach this goal, a bounded set is defined as for . In this case, the given inequalities (16) in the condition imply that
for each , and and . So,
Inequality (18) shows the uniform boundedness of G on . Moreover, G maps every bounded set (like ) into the equicontinuous set in . Indeed, if we take and with , then the formulation (12) and the condition yield
By the right-hand side of (19), we determine that as , independent of . Then, G is completely continuous by the Arzela–Ascoli theorem.
In the following, let us consider as a solution of the equation for . If we repeat the proof of the uniform boundedness of G for each , then we have
Hence,
Now, the given inequality (17) in the condition states that a constant like exists so that . Define .
Therefore, it is evident that is both continuous and completely continuous. Such a choice regarding ensures that there is no such that for some . On the basis of the Leray–Schauder-type theorem, it thus follows that G has a fixed point in .
Therefore, a solution exists for the fractional -Langevin problem (1) and the proof is completed. □
Along with the above conditions and and by the existing hypotheses in the Banach contraction principle [29], we can prove the uniqueness for the solutions.
Theorem3.
Assume that are two continuous functions such that two conditions and hold. Then, there is a unique solution for the fractional -Langevin problem (1) if
is a contraction constant for the operator G defined by (12). Here, the constants and are introduced in (13).
Proof.
On the basis of the Banach contraction principle, it is sufficient that we prove the uniqueness of fixed point for , which is corresponding to the uniqueness of solutions of the -Langevin problem (1). By defining
and choosing
we show that the inclusion relation holds so that
If we continue the arguments from the proof of Theorem 1 for each , then we get
and this yields immediately. In other words, G maps into itself. Finally, investigation of the contractive behavior for G is the last step. Let be arbitrary. Then,
According to the obtained results in (20), it follows that G is a contraction; i.e.,
As we had claimed, G has a unique fixed point in . Therefore, the fractional -Langevin equation has a unique solution in the Banach space . □
4. Examples
Some illustrative examples are designed in this section for validation of our results. Note that these examples are different from the structural point of view, but they are the same from the data point of view because the main difference in our results is related to the structure of the functions.
A. Illustrative example for Theorem1:
As the first example, we consider a -difference Langevin problem (taken from the main problem (1)) given by
These parameters are used in the above -difference problem:
Moreover, we define two continuous functions
Clearly, . For establishing the conclusion of Theorem 1, we need to show that both conditions and are satisfied. For this purpose, for each , we have
The above Lipschitz condition provides the Lipschitz constant . This confirms the fulfillment of the condition . On the other hand, we have (for each )
That is, and for . This confirms the fulfillment of the condition . Moreover, by considering the given parameters in (22), we get , , and, accordingly, we obtain
All assumptions in Theorem 1 are satisfied for the -difference Langevin problem (21). Therefore, this problem has at least one solution by Theorem 1.
B. Illustrative example for Theorem 2: As the second example, we consider a -difference Langevin problem (taken from the main problem (1)) given by
We use the same parameters given in (22) and define
For establishing the conclusion of Theorem 2, we need to show that both conditions and are satisfied. For each , we have
Based on the above inequalities, we have and . Also, . Therefore, , , and .
Again, by applying the parameters given in (22), we get and . Therefore, the inequality (17) in the condition is satisfied for . Then, the existence of at least one solution is confirmed for the fractional -Langevin problem (23) by the conclusion of Theorem 2.
C. Illustrative example for Theorem3:
As the third example, we consider a -difference Langevin problem (taken from the main problem (1)) given by
With the parameters defined above (in (22)), we define
Clearly, the Lipschitz inequalities are satisfied for and so that ; i.e., the conditions and are valid. On the other hand, since and ,
Theorem 3 follows that the fractional -Langevin problem (24) has a unique solution.
5. Conclusions
This paper investigated another form of the well-known Langevin equation in the framework of a two-parameter -derivative pattern. This type of Langevin equation depends on two parameters, , which comprise the basis of the theory of post-quantum calculus. We obtained a -integral equation as an equivalent -solution of the given sequential -difference Langevin boundary value problems (1) and (2). We studied the existence property for such solutions on the basis of a fixed-point-based approach. In fact, we applied the Krasnoselskii and Leray–Schauder fixed-point theorems for proving the existence results. Also, the Banach contraction principle was used to finalize our results regarding the uniqueness property. Numerical examples illustrated the validity of the theorems. It is natural that, if we put , then we obtain the q-version of this two-term sequential equation as follows:
If , then the Caputo fractional Langevin equation is obtained immediately. For future studies, we aim to extend some numerical algorithms to find the approximate -solutions because there is no numerical algorithm for approximating solutions of the nonlinear -difference boundary problems.
Author Contributions
Conceptualization: S.E. and A.G.; formal analysis: M.J.M., A.G., S.E., S.K.N. and J.T.; investigation: S.E., S.K.N. and J.T.; methodology: M.J.M., S.E. and S.K.N.; Software: S.E.; writing—original draft: M.J.M., S.E. and A.G.; writing—review and editing: S.K.N. and J.T.; supervision: S.E.; project administration: J.T. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by the National Science, Research and Innovation Fund (NSRF) and King Mongkut’s University of Technology North Bangkok under Contract No. KMUTNB-FF-68-B-04.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Data sharing is not applicable to this article as no datasets were generated or analyzed during the current study.
Acknowledgments
The third author would like to thank Azarbaijan Shahid Madani University. All authors would like to thank dear reviewers for their constructive and useful comments to improve the quality of the paper.
Conflicts of Interest
The authors declare no conflicts of interest.
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Mohammed, M.J.; Ghafarpanah, A.; Etemad, S.; Ntouyas, S.K.; Tariboon, J.
On the Existence of (p,q)-Solutions for the Post-Quantum Langevin Equation: A Fixed-Point-Based Approach. Axioms2025, 14, 474.
https://doi.org/10.3390/axioms14060474
AMA Style
Mohammed MJ, Ghafarpanah A, Etemad S, Ntouyas SK, Tariboon J.
On the Existence of (p,q)-Solutions for the Post-Quantum Langevin Equation: A Fixed-Point-Based Approach. Axioms. 2025; 14(6):474.
https://doi.org/10.3390/axioms14060474
Chicago/Turabian Style
Mohammed, Mohammed Jasim, Ali Ghafarpanah, Sina Etemad, Sotiris K. Ntouyas, and Jessada Tariboon.
2025. "On the Existence of (p,q)-Solutions for the Post-Quantum Langevin Equation: A Fixed-Point-Based Approach" Axioms 14, no. 6: 474.
https://doi.org/10.3390/axioms14060474
APA Style
Mohammed, M. J., Ghafarpanah, A., Etemad, S., Ntouyas, S. K., & Tariboon, J.
(2025). On the Existence of (p,q)-Solutions for the Post-Quantum Langevin Equation: A Fixed-Point-Based Approach. Axioms, 14(6), 474.
https://doi.org/10.3390/axioms14060474
Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.
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Mohammed, M.J.; Ghafarpanah, A.; Etemad, S.; Ntouyas, S.K.; Tariboon, J.
On the Existence of (p,q)-Solutions for the Post-Quantum Langevin Equation: A Fixed-Point-Based Approach. Axioms2025, 14, 474.
https://doi.org/10.3390/axioms14060474
AMA Style
Mohammed MJ, Ghafarpanah A, Etemad S, Ntouyas SK, Tariboon J.
On the Existence of (p,q)-Solutions for the Post-Quantum Langevin Equation: A Fixed-Point-Based Approach. Axioms. 2025; 14(6):474.
https://doi.org/10.3390/axioms14060474
Chicago/Turabian Style
Mohammed, Mohammed Jasim, Ali Ghafarpanah, Sina Etemad, Sotiris K. Ntouyas, and Jessada Tariboon.
2025. "On the Existence of (p,q)-Solutions for the Post-Quantum Langevin Equation: A Fixed-Point-Based Approach" Axioms 14, no. 6: 474.
https://doi.org/10.3390/axioms14060474
APA Style
Mohammed, M. J., Ghafarpanah, A., Etemad, S., Ntouyas, S. K., & Tariboon, J.
(2025). On the Existence of (p,q)-Solutions for the Post-Quantum Langevin Equation: A Fixed-Point-Based Approach. Axioms, 14(6), 474.
https://doi.org/10.3390/axioms14060474
Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.