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Generalized set-valued variational-like inclusions involving -η-cocoercive operator in Banach spaces
Journal of Inequalities and Applications volume 2012, Article number: 149 (2012)
Abstract
The aim of this paper is to introduce a new -η-cocoercive operator and its resolvent operator. We study some of the properties of -η-cocoercive operator and prove the Lipschitz continuity of resolvent operator associated with -η-cocoercive operator. Finally, we apply the techniques of resolvent operator to solve a generalized set-valued variational-like inclusion problem in Banach spaces. Our results are new and generalize many known results existing in the literature. Some examples are given in support of definition of -η-cocoercive operator.
MSC:47H19, 49J40.
1 Introduction
Variational inclusion problems are interesting and intensively studied classes of mathematical problems and have wide applications in the field of optimization and control, economics and transportation equilibrium, and engineering sciences, etc., see for example [1–7]. Several authors used the resolvent operator technique to propose and analyze the iterative algorithms for computing the approximate solutions of different kinds of variational inclusions. Fang and Huang [8] studied variational inclusions by introducing a class of generalized monotone operators, called H-monotone operators and defined the associated resolvent operator. Fang and Huang [9] further extended the notion of H-monotone operators to Banach spaces, called H-accretive operators. Recently, Zou and Huang [10] introduced and studied -accretive operators and apply them to solve a variational inclusion problem in Banach spaces. After that Xu and Wang [11] introduced and studied -monotone operators. Very recently, Ahmad et al. [12] introduced -cocoercive operators and apply them to solve a set-valued variational inclusion problem in Hilbert spaces.
By taking into account the fact that η-cocoercivity is an intermediate concept that lies between η-strong monotonicity and η-monotonicity, in this paper, we introduce -η-cocoercive operator and its resolvent operator. We then apply these new concepts to solve a generalized set-valued variational-like inclusion problem in Banach spaces.
2 Preliminaries
Throughout the paper, we assume that X is a real Banach space, is the topological dual space of X, is the family of all nonempty closed and bounded subsets of X, is the Hausdörff metric on defined by
is the dual pair between X and .
Definition 2.1 A continuous and strictly increasing function such that and is called a gauge function.
Definition 2.2 Given a gauge function φ, the mapping defined by
is called the duality mapping with gauge function φ, where X is any normed space.
In particular if , the duality mapping is called the normalized duality mapping.
Lemma 2.1 [13]
Let X be a real Banach space and be the normalized duality mapping. Then, for any ,
for all .
Definition 2.3 Let and be two mappings and let be the normalized duality mapping. Then A is called
-
(i)
η-cocoercive, if there exists a constant such that
-
(ii)
η-accretive, if
-
(iii)
η-strongly accretive, if there exists a constant such that
-
(iv)
η-relaxed cocoercive, if there exists a constant such that
-
(v)
Lipschitz continuous, if there exists a constant such that
-
(vi)
α-expansive, if there exists a constant such that
-
(vii)
η is said to be Lipschitz continuous, if there exists a constant such that
If , a Hilbert space, then definitions (i) to (iv) reduce to the definitions of η-cocoercive, η-monotone, η-strongly monotone and η-relaxed cocoercive, respectively, introduced by Ansari and Yao [3].
If in addition, , for all , then definitions (i) to (iv) reduce to the definitions of cocoercivity [14], monotonicity, strong monotonicity [15] and relaxed cocoercive, respectively.
Definition 2.4 Let , , be three single-valued mappings and be a normalized duality mapping. Then
-
(i)
is said to be η-cocoercive with respect to A, if there exists a constant such that
, ;
-
(ii)
is said to be η-relaxed cocoercive with respect to B, if there exists a constant such that
, ;
-
(iii)
is said to be -Lipschitz continuous with respect to A, if there exists a constant such that
-
(iv)
is said to be -Lipschitz continuous with respect to B, if there exists a constant such that
Definition 2.5 A set-valued mapping is said to be η-cocoercive, if there exists a constant such that
Definition 2.6 A mapping is said to be -Lipschitz continuous, if there exists a constant such that
Definition 2.7 Let be the mappings. A mapping is said to be
-
(i)
Lipschitz continuous in the first argument with respect to T, if there exists a constant such that
-
(ii)
Lipschitz continuous in the second argument with respect to Q, if there exists a constant such that
-
(iii)
η-relaxed Lipschitz in the first argument with respect to T, if there exists a constant such that
, , , ;
-
(iv)
η-relaxed Lipschitz in the second argument with respect to Q, if there exists a constant such that
, , , .
3 -η-cocoercive operator
In this section, we define a new -η-cocoercive operator and show some of its properties.
Definition 3.1 Let , , be four single-valued mappings. Let be a set-valued mapping. M is said to be -η-cocoercive operator with respect to A and B, if M is η-cocoercive and , for every .
Example 3.1 Let and be defined by
Let be defined by , and
Let be a set-valued mapping defined by
Then
-
(i)
, , , .
-
(ii)
.
Thus M is -η-cocoercive with respect to A and B.
Now, we show that the mapping M need not be -η-cocoercive with respect to A and B.
Let be space of all real valued continuous functions defined over closed interval with the norm
Let be defined by
Let be defined as
Suppose that , where I is the identity mapping. Then for , we have
which means that and thus M is not -η-cocoercive with respect to A and B.
Proposition 3.1 Let be η-cocoercive with respect to A with constant and η-relaxed cocoercive with respect to B with constant , A is α-expansive and B is β-Lipschitz continuous and , . Let be -η-cocoercive operator. If the following inequality
then , where .
Proof Suppose that there exists some such that
Since M is -η-cocoercive with respect to A and B, we know that holds for every and so there exists such that
It follows from (3.1) and (3.2) that
which gives , since and . By (3.2), we have . Hence and so . □
Theorem 3.1 Let be η-cocoercive with respect to A with constant and η-relaxed cocoercive with respect to B with constant , A is α-expansive and B is β-Lipschitz continuous, and . Let M be an -η-cocoercive operator with respect to A and B. Then the operator is single-valued.
Proof For any given , let . It follows that
As M is η-cocoercive (thus η-accretive), we have
Since H is η-cocoercive with respect to A with constant μ and η-relaxed cocoercive with respect to B with constant γ, A is α-expansive and B is β-Lipschitz continuous, thus (3.3) becomes
since and . Thus, we have and so is single-valued. □
Definition 3.2 Let be η-cocoercive with respect to A with constant and η-relaxed cocoercive with respect to B with constant , A is α-expansive and B is β-Lipschitz continuous, and . Let M be -η-cocoercive operator with respect to A and B. Then the resolvent operator is defined by
Now, we show the Lipschitz continuity of the resolvent operator defined by (3.5) and calculate its Lipschitz constant.
Theorem 3.2 Let be η-cocoercive with respect to A with constant and η-relaxed cocoercive with respect to B with constant , A is α-expansive, B is β-Lipschitz continuous and η is τ-Lipschitz continuous and , . Let M be an -η-cocoercive operator with respect to A and B. Then the resolvent operator is -Lipschitz continuous, that is
Proof Let u and v be any given points in X. It follows from (3.5) that
This implies that
For the sake of convenience, we take
Since M is η-cocoercive (thus η-accretive), we have
which implies that
It follows that
and so
i.e.
i.e.
This completes the proof. □
4 Existence result for generalized set-valued variational-like inclusion problem
In this section, we apply -η-cocoercive operators to find a solution of generalized set-valued variational-like inclusion problem.
Let , , , be the single-valued mappings and , be the set-valued mappings such that M is -η-cocoercive with respect to A and B. Then we consider the following problem. Find , , such that
We call problem (4.1), a generalized set-valued variational-like inclusion problem.
Let X be a Hilbert space. If and , and , where be a set-valued mapping. Then problem (4.1) reduces to the problem of finding , such that
A problem similar to (4.2) is studied by Ahmad et al. [12] by applying -cocoercive operators.
If and M is H-accretive mapping, then problem (4.1) is introduced and studied by Chang et al. [5]. It is clear that for suitable choices of operators involved in the formulation of (4.1), one can obtain many variational inclusions studied in literature.
Lemma 4.1 The , where , , is a solution of problem (4.1) if and only if is a solution of the following equation
where is a constant.
Proof Proof is straightforward by the use of definition of resolvent operator. □
Based on Lemma 4.1, we define the following algorithm for approximating a solution of generalized set-valued variational-like inclusion problem (4.1).
Algorithm 4.1 For any , , , compute the sequences , , and by the following iterative scheme:
for all and is a constant.
Theorem 4.1 Let X be a real Banach space. Let , , , be the single-valued mappings. Suppose that and are set-valued mappings such that M is -η-cocoercive operator with respect to A and B. Let
-
(i)
T is -Lipschitz continuous with constant and Q is -Lipschitz continuous with constant ;
-
(ii)
is η-cocoercive with respect to A with constant and η-relaxed cocoercive with respect to B with constant ;
-
(iii)
A is α-expansive and B is β-Lipschitz continuous;
-
(iv)
is -Lipschitz continuous with respect to A and -Lipschitz continuous with respect to B;
-
(v)
N is -Lipschitz continuous with respect to T in the first argument and -Lipschitz continuous with respect to Q in the second argument;
-
(vi)
η is τ-Lipschitz continuous;
-
(vii)
N is η-relaxed Lipschitz continuous with respect to T in the first argument and η-relaxed Lipschitz continuous with respect to Q in the second argument with constants and , respectively.
Suppose that the following condition is satisfied:
Then there exist , and satisfying the generalized set-valued variational-like inclusion problem (4.1) and the iterative sequences , and generated by Algorithm 4.1 converge strongly to u, w and v, respectively.
Proof Since T is -Lipschitz continuous with constant and Q is -Lipschitz continuous with constant , it follows from Algorithm 4.1 that
By using Algorithm 4.1 and Lipschitz continuity of resolvent operator , we have
Using Lemma 2.1, we have
As is -Lipschitz continuous with respect to A, we have
Since N is -Lipschitz continuous with respect to T in the first argument and -Lipschitz continuous with respect to Q in the second argument and T is -Lipschitz continuous and Q is -Lipschitz continuous, we have
As η is τ-Lipschitz continuous, we have
Since N is η-relaxed Lipschitz continuous with respect to T and η-relaxed Lipschitz continuous with respect to Q in first and second arguments with constants and , respectively, we have
Using (4.12)-(4.15), (4.11) becomes
Using -Lipschitz continuity of with respect to B and (4.16), (4.10) becomes
where
and
From (4.7), it follows that , so is a Cauchy sequence in X, thus there exists a such that as . Also from (4.8) and (4.9), it follows that and are also Cauchy sequences in X, thus there exist w and v in X such that , as . By the continuity of , H, A, B, η, N, T and Q and from (4.4) of Algorithm 4.1, it follows that
Now, we prove that . In fact, since , we have
which means that . Since , it follows that . Similarly, we can show that . By Lemma 4.1, we conclude that is a solution of generalized set-valued variational-like inclusion problem (4.1). This completes the proof. □
From Theorem 4.1, we can obtain the following theorem which is similar to the Theorem 4.3 of Ahmad et al. [12].
Theorem 4.2 Let X be a Hilbert space. Let A, B, H and T be the same as in Theorem 4.1 and be the set-valued, -cocoercive mapping with respect to A and B. Assume that
-
(i)
T is -Lipschitz continuous with constant ;
-
(ii)
is cocoercive with respect to A with constant and relaxed cocoercive with respect to B with constant ;
-
(iii)
A is α-expansive;
-
(iv)
B is β-Lipschitz continuous;
-
(v)
is -Lipschitz continuous with respect to A and -Lipschitz continuous with respect to B;
-
(vi)
; , .
Then the problem (4.2) admits a solution with and and the iterative sequences and converge strongly to u and w, respectively.
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Acknowledgements
The first author is supported by the Department of Science and Technology, Government of India under grant no. SR/S4/MS: 577/09. The fourth author is supported by Grant no. NSC 99-2221-E-037-007-MY3.
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Ahmad, R., Dilshad, M., Wong, MM. et al. Generalized set-valued variational-like inclusions involving -η-cocoercive operator in Banach spaces. J Inequal Appl 2012, 149 (2012). https://doi.org/10.1186/1029-242X-2012-149
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DOI: https://doi.org/10.1186/1029-242X-2012-149