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Approximate controllability of fractional differential equations via resolvent operators
Advances in Difference Equationsvolume 2014, Article number: 54 (2014)
Abstract
Of concern are the existence and approximate controllability of fractional differential equations governed by a linear closed operator which generates a resolvent. Using the analytic resolvent method and the continuity of a resolvent in the uniform operator topology, we derive the existence and approximate controllability results of a fractional control system.
MSC:34K37, 47A10, 49J15.
1 Introduction
In this paper, we are concerned with the approximate controllability for a fractional differential equation of the form
where ${D}^{\alpha}$ is the Caputo fractional derivative of order α with $0<\alpha <1$, $A:D(A)\subset X\to X$ is the infinitesimal generator of a resolvent ${S}_{\alpha}(t)$, $t\ge 0$, $B:U\to X$ is a bounded linear operator, $u\in {L}^{2}([0,b],U)$, X and U are two real Hilbert spaces, ${J}_{t}^{1\alpha}h$ denotes the $1\alpha $ order fractional integral of $h\in {L}^{1}([0,b],X)$.
The controllability problem has attracted a lot of mathematicians and engineers’ attention since it plays a key role in control theory and engineering and has very important applications in these fields. Many contributions on exact and approximate controllability have been made in recent years. We refer the reader to the recent papers [1–12] and the references therein.
However, there are few articles to study fractional control system (1.1) governed by a linear closed operator which generates a resolvent. The main difficulty is that the resolvent does not have the semigroup property, even the continuity in the uniform operator topology. Fortunately, we can prove the continuity of a resolvent in the uniform operator topology and the compactness of the solution operator in the case of an analytic resolvent. For more details, we refer the reader to the papers [13, 14] by Fan and Mophou. A similar idea on the uniform continuity of operators can be found in [15] by Liang, Liu and Xiao. In the present paper, we study approximate controllability of fractional control system (1.1) by using the analytic resolvent method and the uniform continuity of the resolvent.
This paper has three sections. In Section 2, we recall some definitions of Caputo fractional derivatives, analytic resolvent, mild solutions to equation (1.1) and the concept of approximate controllability of fractional control systems. In Section 3, we prove the existence and approximate controllability of fractional control system (1.1).
2 Preliminaries
Throughout this paper, let $b>0$ be fixed, ℕ be the set of positive integers. We denote by $(X,\parallel \cdot \parallel )$ and $(U,\parallel \cdot \parallel )$ two Hilbert spaces, by $C([0,b],X)$ the space of all Xvalued continuous functions on $[0,b]$ with the norm $\parallel u\parallel =sup\{\parallel u(t)\parallel ,t\in [0,b]\}$, by ${L}^{p}([0,b],X)$ the space of Xvalued Bochner integrable functions on $[0,b]$ with the norm ${\parallel f\parallel}_{{L}^{p}}={({\int}_{0}^{b}{\parallel f(t)\parallel}^{p}\phantom{\rule{0.2em}{0ex}}\mathrm{d}t)}^{1/p}$, where $1\le p<\mathrm{\infty}$. Also, we denote by $\mathcal{L}(X)$ the space of bounded linear operators from X into X endowed with the norm of operators.
Now, let us recall some basic definitions and results on fractional derivative, resolvent and approximate controllability.
Definition 2.1 ([16])
The fractional order integral of the function $f\in {L}^{1}([0,b],X)$ of order $\alpha >0$ is defined by
where Γ is the gamma function.
Definition 2.2 ([16])
The RiemannLiouville fractional order derivative of order α of a function $f\in {L}^{1}([0,b],X)$ given on the interval $[0,b]$ is defined by
where $\alpha \in (n1,n]$, $n\in \mathbb{N}$.
Definition 2.3 ([16])
The Caputo fractional order derivative of order α of a function $f\in {C}^{(n)}([0,b],X)$ given on the interval $[0,b]$ is defined by
where $\alpha \in (n1,n]$, $n\in \mathbb{N}$.
In the remainder of this paper, we always suppose that $0<\alpha <1$ and A is a closed and densely defined linear operator on X.
Definition 2.4 ([17])
A family ${\{{S}_{\alpha}(t)\}}_{t\ge 0}\subseteq \mathcal{L}(X)$ of bounded linear operators in X is called a resolvent (or a solution operator) generated by A if the following conditions are satisfied:

(S1) ${S}_{\alpha}(t)$ is strong continuous on ${\mathbb{R}}_{+}$ and ${S}_{\alpha}(0)=I$;

(S2) ${S}_{\alpha}(t)D(A)\subseteq D(A)$ and $A{S}_{\alpha}(t)x={S}_{\alpha}(t)Ax$ for all $x\in D(A)$ and $t\ge 0$;

(S3) the resolvent equation holds
$${S}_{\alpha}(t)x=x+{\int}_{0}^{t}{g}_{\alpha}(ts)A{S}_{\alpha}(s)x\phantom{\rule{0.2em}{0ex}}\mathrm{d}s\phantom{\rule{1em}{0ex}}\text{for all}x\in D(A),t\ge 0.$$
Since A is a closed and densely defined operator on X, it is easy to show that the resolvent equation holds for all $x\in X$ (see [17]).
For $\omega ,\theta \in \mathbb{R}$, let
Definition 2.5 ([17])
A resolvent ${S}_{\alpha}(t)$ is called analytic if the function ${S}_{\alpha}(\cdot ):{\mathbb{R}}_{+}\to \mathcal{L}(X)$ admits analytic extension to a sector $\sum (0,{\theta}_{0})$ for some $0<{\theta}_{0}\le \pi /2$. An analytic resolvent ${S}_{\alpha}(t)$ is said to be of analyticity type $({\omega}_{0},{\theta}_{0})$ if for each $\theta <{\theta}_{0}$ and $\omega >{\omega}_{0}$, there is ${M}_{1}={M}_{1}(\omega ,\theta )$ such that $\parallel S(z)\parallel \le {M}_{1}{e}^{\omega Rez}$ for $z\in \sum (0,\theta )$, where Rez denotes the real part of z.
Definition 2.6 A resolvent ${S}_{\alpha}(t)$ is called compact for $t>0$ if for every $t>0$, ${S}_{\alpha}(t)$ is a compact operator.
Now, we consider the following fractional differential equation
A function $x\in C([0,b],X)$ is called a strong solution of (2.1) if $x(t)\in D(A)$ for all $t\in [0,b]$, ${g}_{1\alpha}\ast x\in {C}^{1}([0,b],X)$ and (2.1) holds, where ${C}^{1}([0,b],X)=\{x:{x}^{\prime}\in C([0,b],X)\}$, $({g}_{1\alpha}\ast x)(t)=\frac{1}{\mathrm{\Gamma}(1\alpha )}{\int}_{0}^{t}{(ts)}^{\alpha}x(s)\phantom{\rule{0.2em}{0ex}}\mathrm{d}s$.
A function $x\in C([0,b],X)$ is called an integral solution of (2.1) if $({g}_{\alpha}\ast x)(t)\in D(A)$ and $x(t)={x}_{0}+A({g}_{\alpha}\ast x)(t)+{\int}_{0}^{t}f(s)\phantom{\rule{0.2em}{0ex}}\mathrm{d}s$ for all $t\in [0,b]$.
Suppose that ${x}_{0}\in X$, $f\in {L}^{1}([0,b],X)$ and x is an integral solution of (2.1). Then we can give the following variation of constant formula:
In fact, it follows from the definition of a resolvent and the definition of an integral solution that
which implies that $x(t)={S}_{\alpha}(t){x}_{0}+{\int}_{0}^{t}{S}_{\alpha}(ts)f(s)\phantom{\rule{0.2em}{0ex}}\mathrm{d}s$, $0\le t\le b$. That is, the variation of a constant formula is satisfied.
So, we can give the following definition of mild solutions for (1.1).
Definition 2.7 A function $x\in C([0,b],X)$ is called a mild solution of fractional differential equation (1.1) if it satisfies
for ${x}_{0}\in X$ and $u\in {L}^{2}([0,b],U)$.
Let x be a mild solution (state function) of the fractional differential equation corresponding to the control u. System (1.1) is said to be approximately controllable on $[0,b]$ if for every desired final state ${x}_{b}\in X$ and $\epsilon >0$, there exists a control $u\in {L}^{2}([0,b],U)$ such that x satisfies $\parallel x(b){x}_{b}\parallel <\epsilon $. The set
is called the reachable set of system (1.1).
Definition 2.8 The fractional system is said to be approximately controllable on $[0,b]$ if $\overline{{K}_{b}(f)}=X$, where $\overline{{K}_{b}(f)}$ denotes the closure of ${K}_{b}(f)$.
Now, we introduce the following two relevant operators defined on X:
where ${B}^{\ast}$, ${S}_{\alpha}^{\ast}(bs)$ denote the adjoint of operators B and ${S}_{\alpha}(bs)$, respectively.
In order to find the expression of control u which will be used in the approximate control system, we consider the linear regulator problem consisting of minimizing the cost functional
where x is the solution of (1.1) with control $u,{x}_{b}\in X$, $\lambda >0$.
It is known that the control u concerned with approximate controllability of integer order differential equation is just the unique solution of the above optimal problem. Following this idea, we have the following lemma, which can be used to explain the following construction of control function u in (2.4).
Lemma 2.9 Suppose that u is the optimal control of (2.3). Then
with
Proof Let u be the optimal control of (2.3). Then $\epsilon =0$ is a critical point of
with $w\in {L}^{2}([0,b],U)$. By computing the variation of the functional J, one has
where $\u3008\cdot ,\cdot \u3009$, ${\u3008\cdot ,\cdot \u3009}_{U}$ denote the inner products in X and U, respectively. Thus,
It follows from the arbitrariness of w in ${L}^{2}([0,b],U)$ that
for almost all $t\in [0,b]$, also for all $t\in [0,b]$ for its continuity in $C([0,b],U)$. Therefore, the state of system (1.1) at a final point b with the above control u is given by
Let
Thus,
Consequently,
□
Now, according to Lemma 2.9, for every $\lambda >0$ and ${x}_{b}\in X$, we construct the following integral system:
In the next section, we will prove the approximate controllability of fractional order system (1.1) by using this integral system. More precisely, we will approximate any fixed point ${x}_{b}\in X$ under appropriate conditions by using the final state of solution x with the control u given in system (2.4).
3 Approximate controllability
In this section, we first show that for every $\lambda >0$ and ${x}_{b}\in X$, integral system (2.4) has at least one mild solution. That is, there exists at least one function ${x}_{\lambda}\in C([0,b],X)$ which satisfies (2.4). Then, we can approximate any point ${x}_{b}$ in X by using these solutions $\{{x}_{\lambda}:\lambda >0\}$. For this purpose, we need two important lemmas.
Let the Cauchy operator $G:C([0,b],X)\to C([0,b],X)$ be defined by
If ${S}_{\alpha}(t)$ is a compact ${C}_{0}$semigroup, it is well known that G is compact. However, it is unknown in the case of a compact resolvent. The main difficulty is that the resolvent does not have the property of semigroups. Thus, it seems to be more complicated to prove the compactness of the Cauchy operator. However, we can prove the continuity of a resolvent in the uniform operator topology in the case of an analytic resolvent, thus the compactness of the Cauchy operator. Moreover, the continuity of a resolvent in the uniform operator topology plays a key role in the proof of the next existence theorem.
Lemma 3.1 ([[13], Lemma 10])
Suppose that ${S}_{\alpha}(t)$ is a compact analytic resolvent of analyticity type $({\omega}_{0},{\theta}_{0})$. Then the following hold:

(i)
${lim}_{h\to 0}\parallel {S}_{\alpha}(t+h){S}_{\alpha}(t)\parallel =0$ for $t>0$;

(ii)
${lim}_{h\to {0}^{+}}\parallel {S}_{\alpha}(t+h){S}_{\alpha}(h){S}_{\alpha}(t)\parallel =0$ for $t>0$;

(iii)
${lim}_{h\to {0}^{+}}\parallel {S}_{\alpha}(t){S}_{\alpha}(h){S}_{\alpha}(th)\parallel =0$ for $t>0$.
Lemma 3.2 ([[13], Lemma 11])
Suppose that ${S}_{\alpha}(t)$ is a compact analytic resolvent of analyticity type $({\omega}_{0},{\theta}_{0})$. Then the Cauchy operator G defined by (3.1) is a compact operator.
Let r be a fixed positive real number and
Clearly, ${W}_{r}$ is a bounded closed and convex set. We make the following assumptions.

(H1) ${S}_{\alpha}(t)$ is a compact analytic resolvent of analyticity type $({\omega}_{0},{\theta}_{0})$ and $M={sup}_{t\in [0,b]}\parallel {S}_{\alpha}(t)\parallel <+\mathrm{\infty}$.

(H2) $f:[0,b]\times X\to X$ is continuous and there exists a positive constant K such that $\parallel f(t,x)\parallel \le K$ for all $(t,x)\in [0,b]\times X$.

(H3) $B:U\to X$ is a linear bounded operator and there exists $N>0$ such that $\parallel B\parallel =N$.
Under these assumptions, we can prove the first main result in this paper. We hereafter always suppose that $\parallel R(\lambda ,{\mathrm{\Lambda}}_{b})\parallel \le \frac{1}{\lambda}$ for all $\lambda >0$.
Theorem 3.3 Assume that conditions (H1)(H3) are satisfied. Then integral system (2.4) has at least one mild solution on $[0,b]$ for every $\lambda >0$ and ${x}_{b}\in X$.
Proof For fixed $\lambda >0$ and ${x}_{b}\in X$, we consider the solution operator $Q:C([0,b],X)\to C([0,b],X)$ defined by
with
It is easy to see that the fixed point of Q is a mild solution of integral system (2.4). Subsequently, we will prove that Q has a fixed point by using Schauder’s fixed point theorem.
Firstly, we prove that the mapping Q is continuous on $C([0,b],X)$. For this purpose, let ${\{{x}_{n}\}}_{n\ge 1}$ be a sequence in $C([0,b],X)$ with ${lim}_{n\to \mathrm{\infty}}{x}_{n}=x$ in $C([0,b],X)$. By the continuity of f, we obtained that $f(s,{x}_{n}(s))$ converges to $f(s,x(s))$ uniformly for $s\in [0,b]$, and we have
Thus, for $t\in [0,b]$, we have
as $n\to \mathrm{\infty}$, which implies that Q is continuous on $C([0,b],X)$.
Secondly, we show that $Q:C([0,b],X)\to C([0,b],X)$ is a compact operator. According to Lemma 3.2, it is sufficient to prove that ${Q}_{1}$ is compact, where ${Q}_{1}:C([0,b],X)\to C([0,b],X)$ is defined by
with
Next, we will show that ${Q}_{1}$ is compact by using the AscoliArzela theorem.
Let ${W}_{r}$ be any bounded subset of $C([0,b],X)$ (see (3.2)), $0\le {t}_{1}\le {t}_{2}\le b$ and $x\in {W}_{r}$. We have
where $L=\parallel {x}_{b}\parallel +M\parallel {x}_{0}\parallel +MKb$, and K comes from condition (H2).
If ${t}_{1}=0$, it is easy to see that
If $0<{t}_{1}<b$, for $0<\delta <{t}_{1}$, we have
Note that from Lemma 3.1 we know that ${S}_{\alpha}(t)$ is an operator norm continuous uniformly for $[\delta ,b]$. Combining this and the arbitrariness of δ with the above estimation, we can conclude that
Thus, ${Q}_{1}{W}_{r}$ is equicontinuous on $C([0,b],X)$.
Now, for $t=0$, it is easy to see that the set $\{({Q}_{1}x)(0):x\in {W}_{r}\}$ is precompact in X. Now, let $0<t\le b$ be given and $0<\epsilon <t$. Then
is precompact since ${S}_{\alpha}(\epsilon )$ is compact. Moreover, for arbitrary $\epsilon <\delta <b$, we have
From Lemma 3.1(iii), we know
Then, it follows from the Lebesgue dominated convergence theorem and the arbitrariness of δ that
On the other hand,
Thus,
which implies that $\{({Q}_{1}x)(t):x\in {W}_{r}\}$ is precompact in X by using the total boundedness. Thus, ${Q}_{1}$ is compact in view of the ArzelaAscoli theorem. Therefore, the solution operator Q is compact.
Finally, we will show that there exists one positive number ${r}_{0}$ such that $Q{W}_{{r}_{0}}\subseteq {W}_{{r}_{0}}$. In fact, for all $x\in C([0,b],X)$, it follows from (3.3) that
Then we obtain that for large enough ${r}_{0}>0$, the inequality $\parallel (Qx)\parallel \le {r}_{0}$ holds for all $x\in C([0,b],X)$. Thus $Q{W}_{{r}_{0}}\subseteq {W}_{{r}_{0}}$.
Therefore, by Schauder’s fixed point theorem, the operator Q has a fixed point in ${W}_{{r}_{0}}$, which is just the mild solution of integral system (2.4). □
Next, we present the approximate controllability of fractional control system (1.1). We make the following hypothesis:
(H4) $\lambda R(\lambda ,{\mathrm{\Lambda}}_{b})\to 0$ as $\lambda \to {0}^{+}$ in the strong operator topology.
Theorem 3.4 Assume that conditions (H1)(H4) are satisfied. Then fractional control system (1.1) is approximately controllable on $[0,b]$.
Proof According to Theorem 3.3, for every $\lambda >0$ and ${x}_{b}\in X$, there exists a mild solution ${x}_{\lambda}\in C([0,b],X)$ such that
with
Thus,
Now, by condition (H2), we have
which implies that the sequence $\{f(\cdot ,{x}_{\lambda}(\cdot )):\lambda >0\}$ is bounded in the Hilbert space ${L}^{2}([0,b],X)$. Hence there exists a subsequence of $\{f(\cdot ,{x}_{\lambda}(\cdot )):\lambda >0\}$, still denoted by it, converging weakly to some point $\omega (\cdot )\in {L}^{2}([0,b],X)$. Let
Thus,
Note that, by using the compactness of ${S}_{\alpha}(t)$ and Lemma 3.1, similar to the proof of Theorem 3.3, we can prove that the mapping
from ${L}^{2}([0,b],X)$ to $C([0,b],X)$ is compact, i.e., the Cauchy operator $G:{L}^{2}([0,b],X)\to C([0,b],X)$ is also compact. So, we obtain that
since $f(\cdot ,{x}_{\lambda}(\cdot ))\to \omega (\cdot )$ weakly in ${L}^{2}([0,b],X)$. Thus, from (3.5) we have
In view of (3.4), (3.6) and condition (H), we obtain that
which implies that fractional control system (1.1) is approximately controllable on $[0,b]$. □
Remark 3.5 In the case of a ${C}_{0}$semigroup and an integer order derivative, condition (H4) is equivalent to the approximate controllability of the corresponding homogenous linear system. However, due to the complexity of fractional derivatives, one should be more careful to deal with this equivalence. Further discussions on this equivalence and concrete examples will be presented in our consequent papers.
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Acknowledgements
The work was supported by the NSF of China (11001034, 11171210) and Jiangsu Overseas Research & Training Program for University Prominent Young & Middleaged Teachers and Presidents.
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Keywords
 approximate controllability
 analytic resolvent
 fractional differential equation