Abstract
The primary objective of this study is to investigate the concept of approximate controllability in fractional evolution equations that involve the ψ-Caputo derivative. Specifically, we examine the scenario where the semigroup is compact and analytic. The findings are based on the application of the theory of fractional calculus, semigroup theory, and the fixed-point method, mainly Schauder’s fixed-point theorem. In addition, we assume that the corresponding linear system is approximately controllable. An example is provided to illustrate the obtained theoretical results.
1. Introduction
Controllability is an essential concept in the design and analysis of control systems. It helps engineers determine the appropriate control inputs to achieve the desired behavior of a system. Additionally, controllability analyses can identify potential problems and limitations in a control system and guide the design of more effective control strategies. Approximate controllability is a property of a dynamical system that ensures that the system can be driven to a desired state in a finite amount of time with a sufficiently small control, starting from any initial state. For fractional evolution equations with Caputo derivatives, this property means that a control function u(t) exists that can drive the system from any initial state to a desired state within a finite time interval, with the control function u(t) having a sufficiently small magnitude. The concept of approximate controllability is essential in practical applications where it may not be possible or desirable to achieve exact controllability due to limitations in the control system or the presence of disturbances. Approximate controllability allows for a certain degree of error in the control signal while ensuring that the system can be controlled to within an acceptable level of accuracy. The concept of approximate controllability is particularly useful in situations where the control input is subject to noise or measurement errors. It can also be used in situations where determining the exact control input is difficult or impossible in practice. The study of approximate controllability of fractional evolution equations with Caputo derivatives is an active area of research in the field of control theory, with various methods and techniques being developed to tackle the problem. Controllability problems have attracted a lot of scientific attention, and many contributions have been made in recent years, such as [1,2,3,4,5,6,7,8,9]. Several authors [10,11,12,13,14] have focused effectively on the existence problem and certain types of controllability for systems modeled by non-linear evolution equations using fixed-point theory. Fractional dynamical systems have gained valuable popularity and importance since they have a wide range of applications in many fields, such as mathematics, physics, and various disciplines of engineering (see [15,16,17,18]).
Fractional derivation and integration are sciences cumulatively introduced by a group of researchers. Some of the mathematicians who presented valuable definitions in fractional calculus are Riemann–Liouville (RL), Caputo–Hadamard, Caputo, Hilfer, etc. Almeida [19] gave a generalization of the definition of Caputo-type fractional derivatives, where the author considered the Caputo-type fractional derivative of a function with respect to another function and studied some helpful properties of fractional calculus. The advantage of the new fractional derivative definition is that it provides better certainty for the model with a suitable function .
Mahmudov and Zorlu [10] studied the approximate controllability of fractional evolution equations with Caputo-type fractional derivatives. The results are obtained with the aid of fractional calculus and semigroup theory, together with Schauder’s theorem, where they assume that the corresponding linear system is A-controllable.
The main aim of this study is to build new sufficient conditions for the approximate controllability of special classes of abstract fractional evolution control equations with the following form:
where is the state variable defined on the Hilbert space describes the -Caputo fractional derivative with order is the infinitesimal generator of a strongly continuous semigroup of bounded operators on Furthermore, , the control function, is defined in , where is a Hilbert space. is the space of square integrable functions with respect to the Lebesgue measure on the interval , taking values in the Hilbert space . In other words, u(t) is a measurable function that satisfies the condition . is a linear bounded operator from into is a given non-linear term such that and the Volterra integral operator is as follows:
with a kernel of (see [20,21,22,23,24,25,26,27,28,29]).
As mentioned above, this study is based on the lack of existing research on the approximate controllability of special classes of abstract fractional evolution control equations in the framework of the -Caputo fractional derivative with order . Additionally, the presence of the non-linear terms f and the Volterra integral operator further complicate the analysis of the system. To address these challenges, the study proposes new sufficient conditions for the approximate controllability of the system and utilizes fractional calculus and semigroup theory together with Schauder’s fixed-point theorem. Furthermore, the study aims to demonstrate the practical application of the results through an illustrative example.
The structure of this paper is designed to facilitate the exploration of semilinear fractional control dynamical systems. The second section presents preliminary definitions and results of fractional calculus that will be relevant throughout the study. Section 3 focuses on the theory of approximate controllability conditions for these systems. Finally, the last section provides an illustrative example to demonstrate the practical application of the results.
2. Preliminaries
In this section, we will provide fundamental facts that will be utilized throughout this paper. Unless otherwise specified, the following notations will be used consistently: is a Hilbert space with the norm given by . denotes the Banach space of continuous functions from into , where the norm of is given by for . It is assumed that is the infinitesimal generator of an analytic compact semigroup of uniformly linear bounded operators in where there exists a constant such that for all . Without loss of generality, we also assume that where is the resolvent set of Thus, for any we can define as follows:
Additionally, we define by the following:
The Hilbert space of is endowed with the norm.
is denoted by , which coincides with the graph norm of Hence, we have for (with ), implying the continuity of the embedding [30,31,32,33,34,35,36].
Definition 1.
[19] (-Riemann–Liouville Fractional Integral)
Let be an integrable function on and be an increasing function with . The -Riemann–Liouville fractional integral operator of order of a function is defined as follows:
Indeed, when , Equation (2) reduces to the classical Riemann–Liouville fractional integral.
Definition 2.
[35] (-Riemann–Liouville Fractional Derivative)
Let be an integrable function defined on , and be an increasing function with The -Riemann–Liouville fractional derivative of order of a function is defined as follows:
where .
Definition 3.
[19] (-Caputo Fractional Derivative)
Let and be an increasing function with The -Caputo fractional derivative of order of a function is defined by the following:
where and on .
According to Definitions 1 and 3, we can rewrite (1) in the following equivalent integral form:
where .
Lemma 1.
If (5) holds, then we have the following:
where
Proof.
Assuming we apply Laplace transform [37] to (5) as follows:
Hence,
Now, let . Then
Taking we obtain the following:
Therefore, we obtain the following:
Applying the inverse Laplace transform, we reach the following:
□
Remark 1.
Here, is a probability mass function on , and .
For and , two families and of operators are defined by the following:
and
respectively.
Lemma 2.
and
and
where
such that
[12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37] The operators and satisfy the following:
- i.
- fixed and the operators and are bounded linear operators, i.e.,
- ii.
- The operators and are strongly continuous That is, and , we have the following:
- iii.
- and are compact operators .
- iv.
- If and are strongly continuous compact semigroups of linear bounded operators then and are continuous in the uniform operator topology.
- v.
- If , then
Definition 4.
[38,39] A solution is said to be a mild solution of system (1) if the integral equation
is satisfied.
Lemma 3.
[10] (Schauder’s fixed-point theorem). If is a closed bounded and convex subset of a Banach space and is completely continuous, then has a fixed point in .
3. Materials and Methods
In this section, we will introduce and demonstrate new conditions for the approximate controllability of semilinear fractional control differential systems. Our approach involves utilizing Schauder’s fixed-point theorem to prove the existence of a fixed point for the operator . Additionally, Theorem 3 establishes that, under specific hypotheses, the approximate controllability of the considered fractional system (1) is inferred from the approximate controllability of the associated linear system.
Let represent the state of problem (1) at the final time corresponding to the control and the initial value . Given that the set the reachable set of system (1) at the final time with its closure in is denoted by .
Definition 5.
The system (1) is said to be A-controllable on the interval if the closure of the reachable set satisfies the relation . Namely, given an arbitrary it is possible to steer from the initial point to a distance from all points in the state space at time .
Let us now consider the linear fractional differential system given by (7).
At this stage, it is appropriate to introduce the resolvent and controllability operators belonging to Equation (7) as follows:
and
respectively, where stands for the adjoint of and means the adjoint of . It is easy to see that the operator is a bounded linear operator.
Theorem 1.
[10] Let denote a reflexive separable Banach space and represent its dual space. Assume that is symmetric. Then, the following expressions are equivalent:
- i.
- is positive, that is, , non-zero .
- ii.
- strongly converges to zero as where is the duality mapping of into
Lemma 4.
[10] The fractional linear control system (7) is A-controllable on the interval if and only if as in the strong operator topology.
Remark 2.
Note that the positivity of is equivalent to That is, using the definition one can easily see that the approximate controllability of the linear control system (7) is equivalent to .
Before proceeding with the main result, it is necessary to present the underlying assumptions as follows:
(H1) is a compact analytic semigroup and (the identity operator).
(H2) such that the function satisfies the following properties:
- (a)
- the function is strongly measurable.
- (b)
- the function is continuous.
- (c)
- a function such that
and describe a control function as follows:
Lemma 5.
Under the hypotheses (H1) and (H2), the following inequalities hold:
and
where
Proof.
and
□
Theorem 2.
Given that hypotheses (H1) and (H2) are fulfilled and
then the fractional semilinear control system (1) has a mild solution on the interval .
Proof.
let Then, is a closed, convex, and bounded subset of the Banach space For we describe the operator as follows:
where
It is required to prove that the operator has a fixed point. The proof of the statement is long and technical; therefore, it is appropriate to give it in three steps.
Step 1: For an arbitrary a positive constant such that .
We assume that and such that According to Lemma 2 and assumption (H2), we have the following:
Multiplying both sides by and taking the lower limit as we obtain the following:
which is a contradiction. Hence, for some .
Step 2: We will now show the continuity of .
Let with as From Hypothesis (H2)(b), we reach to the following:
Using the following estimations:
and
and the Lebesgue’s dominated convergence theorem, we obtain the following:
which implies that is continuous.
Step 3: the set is relatively compact in .
Apparently, is relatively compact in Let be a given real number such that , where is a fixed real number. , we define the following:
where
Then, by the compactness of for and the boundedness of on one can easily see that the set is a relatively compact set in Moreover,
This implies that there are relatively compact sets arbitrarily close to the set , Consequently, is relatively compact in Since it is compact at we obtain the relative compactness of in .
Step 4: is an equi-continuous family of functions on For
By using Hypothesis (H2) and Hölder’s inequality, one can obtain the following:
and
For it can be easily seen that For and small enough, we obtain the following:
and
Hypothesis (H1) and Lemma 2 imply the continuity of in the uniform operator topology on . One can clearly notice that and tend to zero independently of as It is also obvious that and as Therefore, the right-hand side of inequality (10) does not depend on the particular choices of , and it tends to zero as . This enables us to conclude that is equi-continuous.
Since is equi-continuous and bounded by the Ascoli–Arzela theorem, is relatively compact in Additionally, it is easy to conclude that is continuous on Hence, is a completely continuous operator on Therefore, has a fixed point as a result of the Schauder’s fixed-point theorem, which implies the desired result that the fractional control system (1) has a mild solution on Hence, the proof is complete. □
Remark 3.
From Theorem 2, we notice that if is a bijection function, then the control system (1) has at least one mild solution, provided that
Theorem 3.
Assume that hypotheses (H1) and (H2) are fulfilled. In addition, the function is bounded and the linear control system (7) is A-controllable on Then, the semilinear control system (1) is A-controllable on .
Proof.
Note that the conditions of Theorem 2 are satisfied with Let be a fixed point of in Using Theorem 2, we deduce that any fixed point of is a mild solution of (1) under the control
and satisfies the inequality
Since is bounded,
for some Consequently, the sequence is bounded in Then is a subsequence denoted by that converges weakly to say in Define
It follows that
Next, by the compactness of the operator
the right-hand side of (11) tends to zero as Then, from (10), we obtain the following:
Furthermore, (13) tends to zero as by Lemma 4 and the estimation (12). Hence, the A-controllability of (1) is proved. □
4. Application
In the last section, we consider the following example to support the obtained results of Theorem 2.
Consider a control system driven by a fractional partial differential equation of the following form:
where
, and .
Let be defined as and by on the domain .
It is prominent that has a discrete spectrum and the eigenvalues are with the corresponding normalized eigenvectors . Therefore,
Moreover, is the infinitesimal generator of a uniformly bounded analytic semigroup where
Surely, Hence, we take which implies that and (H1) are satisfied.
For q , the operator is given by the following:
where and let , , and where for . It is now clear that the function fulfills the following conditions:
- 1.
- the function is continuous.
- 2.
- the function is measurable.
- 3.
- and , is differentiable and .
- 4.
- .
- 5.
- such that .
Now, , we have the following:
This implies that Moreover, by the Minkowski inequality, we have the following:
Therefore, satisfies the condition (H2)(c) with the following:
We now need to prove the approximate controllability of the linear system corresponding to (14) on It is obvious that
and
Recall that Remark 3 implies that the linear system corresponding to (14) is A-controllable on if and only if implies that .
Hence, by Theorem 3, we deduce that the control system (14) is approximately controllable on . Whence, the proof.
5. Conclusions
In conclusion, the article highlights the importance of studying the notion of approximate controllability in fractional evolution equations with the ψ-Caputo derivative. The research focuses on cases where the semigroup is considered compact and analytic and employs the theory of fractional calculus, semigroup theory, and the fixed-point method, specifically Schauder’s fixed-point theorem, to obtain results. The study also utilizes the hypothesis that the analogous linear system is approximately controllable. The article’s findings demonstrate that under certain conditions, approximate controllability can be achieved, emphasizing the practical applications of this research in fields such as engineering, physics, and biology. Moving forward, there are several potential avenues for further research in this area. For example, it would be interesting to investigate the notion of approximate controllability in more general classes of fractional evolution equations beyond those considered in this study. Additionally, it may be worthwhile to explore the use of alternative fixed-point theorems to obtain results for non-compact semigroups. Finally, it would be valuable to investigate the applicability of our results in the context of numerical simulations and control system designs. Overall, this research contributes to the growing body of knowledge in the field of fractional calculus and highlights the importance of understanding approximate controllability in fractional evolution equations with the ψ-Caputo derivative.
Author Contributions
S.Z. and A.G. conceived the presented idea. S.Z. developed the theory. A.G. performed the computations. A.G. verified the analytical methods. S.Z. encouraged A.G. to investigate the controllability results and supervised the findings of this work. A.G. wrote the manuscript with support from S.Z. S.Z. helped supervise the article. All authors discussed the results and contributed to the final manuscript. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Data Availability Statement
Data available in a publicly accessible repository.
Conflicts of Interest
The authors declare that this research was conducted without any commercial or financial relationships that could be interpreted as a possible conflict of interest.
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