Abstract
The purpose of this article is to initiate the notion of monotone multivalued generalized (,)-nonexpansive mappings and explore the iterative approximation of the fixed points for the mapping in an ordered CAT(0) space. In particular, we employ the S-iteration algorithm in CAT(0) space to prove some convergence results. Moreover, some examples and useful results related to the proposed mapping are provided. Numerical experiments are also provided to illustrate and compare the convergence of the iteration scheme. Finally, an application of the iterative scheme has been presented in finding the solutions of integral differential equation.
MSC:
47H09; 47H10
1. Introduction and Preliminaries
Let M a nonempty subset of a metric space Y. A subset M is said to be proximinal if for each , there exists an element such that
where is the distance from the point v to the set M. Denote the family of nonempty closed bounded subsets of Y by , the family of nonempty bounded proximinal [1] subsets of Y by , and the family of nonempty compact subsets of Y by . Define the Hausdroff distance, , on by
The mapping H is called Pompeiu-Hausdorff metric induced by d.
A multivalued mapping is said to have a fixed point if there exists an element such that . The set denotes the set of all fixed points of . This is said to be a strict fixed point (or end point of ) if . Denote the set of strict fixed points (end points) of by . Clearly, is contained in . A multivalued mapping ,
- (1)
- is nonexpansive if
- (2)
- is quasi-nonexpansive if is nonempty and for any
A multivalued mapping satisfies the Condition (C) if for any
A geodesic path is a map, , joining two points v and y in a metric space Y from a closed interval to Y such that , and for all . In particular, . The image of is called the geodesic or metric segment joining v and y. If the image is unique then it is indicated by . The space is called the geodesic space if any two points of Y are connected by a geodesic whereas Y is known to be uniquely geodesic if for each there is exactly one metric segment which joins v and y [2]. A subset M of Y containing every geodesic segment joining any two of its points is said to be convex. A geodesic triangle in a geodesic metric space consists of three points in Y where and c are the vertices of Δ and a geodesic segments between them are the sides of Δ. A comparison triangle for in is a triangle = in the Euclidean plane such that , and [3,4].
Suppose that is a geodesic triangle in E and is a comparison triangle for . In a geodesic space, if all geodesic triangles of appropriate size satisfy the following comparison axiom called CAT(0) inequality:
then such a geodesic space is said to be a CAT(0) space.
Thus, a CAT(0) space is a particular metric space which does not possess any linear structure. Complete CAT(0) spaces generalize Hilbert spaces to the nonlinear framework. Some examples of CAT(0) spaces are pre-Hilbert space [5], Hadamard manifold, R-trees [6], hyperbolic metric spaces [7] and Euclidean building [8]. We refer the readers interested in detailed study of such spaces to [2] and references therein.
A study of sufficient conditions for the existence of fixed points of multivalued contraction and nonexpansive mappings employing the Hausdroff metric was first carried out by Markin [9] which was later extended by Nadler [10]. A topological structure which relies on the properties of distance function defined on the domain and induced distance function on a codomain of multivalued contraction mapping plays vital role in proving the existence of fixed points of such mappings. Fixed point theory for multivalued contraction mappings initiated by Nadler [10] has been extended using different generalized distance structures such as b-metric, rectangular metric, partial metric, and dual metric [11,12,13,14].
Existence of fixed points of single valued and multivalued nonexpansive mappings however requires a rich geometric structure in addition to the topological structure of underlying domain see [15,16,17] and references therein. Kirk [6] instituted the study of fixed points in CAT(0) spaces. He established the existence of a fixed point for a nonexpansive single-valued mapping on bounded closed convex subset of a complete CAT(0) space. In fact, CAT(0) spaces constitute a suitable framework to obtain fixed points of nonexpansive mappings and its various generalizations [18,19,20]. Fixed point results of multivalued mappings in CAT(0) spaces have various applications in differential equations, optimization, control theory, graph theory, computer science, robotics [21,22,23,24,25].
The conditions for a mapping to be nonexpansive must hold for all points in the domain of the mappings. Therefore, the need for relaxed conditions arose which do not affect the outcome of the fixed point results. In order to address this problem, Suzuki [26] introduced a new class of mappings, formally known as the class of mapping satisfying the Condition (C) in the context of uniform convex Banach spaces. The class of nonexpansive mappings is the proper subclass of the class of mapping satisfying the Condition (C). This class of mappings need not be continuous. Akbar and Eslamian [27] extended this class of single valued mappings to the class of multivalued mappings and obtained fixed points of such mappings in the framework of Banach spaces. These results were then obtained in the setup of complete CAT(0) spaces [28,29].
The class of -nonexpansive mappings in Banach spaces were suggested by Aoyama and Kohshaka [30] who also explored fixed points of such mappings. Recently, Iqbal et al. [31] proposed the concept of multivalued generalized -nonexpansive mappings and obtained existence and approximation results in the setting of a Banach space. In 2018, Harandi et al. [32] presented the class of -nonexpansive mappings which is properly larger than the class of -nonexpansive mapping for a fixed point sequence. Many researchers have presented and studied iterative techniques for approximating the fixed points and established convergence results in CAT(0) spaces for the general class of multivalued mappings including Mann, Ishikawa and S-iterative schemes [20,25,33,34].
Motivated by [26,32], we present the class of monotone multivalued generalized -nonexpansive multivalued mappings and establish the existence of fixed points for such mappings in the setting of an ordered CAT(0) space. We will approximate the fixed points of the proposed mapping using the S-iterative scheme. Under suitable conditions Δ-convergence and strong convergence results will be established. An application of the convergence results is also presented. Now, we recall some important definitions and results needed in the sequel. We assume that is a CAT(0) space.
Lemma 1.
[35] For and , there exists a unique such that
We denote the unique point in the above Lemma by .
Lemma 2.
[35] For and we have the following inequalities:
- (i)
- (ii)
Let M be a bounded subset Y and a bounded sequence in Y then:
- (i)
- Define a mapping byFor each the value is called asymptotic radius of at v [1].
- (ii)
- The asymptotic radius of [1] relative to M is the number r given byDenote asymptotic radius of relative to M by
- (iii)
- The asymptotic center of relative to M [1] is the set of points in Y for which that is,
Definition 1.
[35] A sequence in a CAT(0) space Y is Δ-convergent to if v is the unique asymptotic center of every subsequence of . In such situation, we write and v is the Δ-limit of .
Given such that -converges to v if we take such that , then by the uniqueness of the asymptotic center, we have .
Lemma 3.
[35] In a complete CAT(0) space, every bounded sequence admits a Δ-convergent subsequence.
Lemma 4.
[35] If is a bounded sequence in a closed convex subset M of a complete CAT(0) space, then the asymptotic center of is in M.
Lemma 5.
[36] Let p be an element of a complete CAT(0) space Y. Assuming is a sequence in for some and that , are two sequences in Y satisfying the following for some :
Then
Let M be a nonempty convex subset of Y and with . Then,
- (1)
- the Mann iterative process is defined by ,where satisfiesand ,
- (2)
- the Ishikawa iterative process is defined aswith and satisfying and , and .
The a modification of S-iterative scheme [37] in the frame work of CAT(0) spaces is given as follows:
Let Define
with and satisfying and .
Consider a complete CAT(0) space, Y, endowed with partial order ⪯. Two elements are comparable if or . For any define
Let . An order interval is the set given by
Let M be a nonempty closed convex subset of . A mapping is called monotone if for any there exists such that whenever for all . Moreover, the mapping is:
- (i)
- monotone nonexpansive if is monotone and such that for any comparable ,
- (ii)
- monotone quasi-nonexpansive if is monotone with and such that whenever are comparable,holds.
Throughout this paper, we consider the order intervals to be closed convex subsets of an ordered CAT(0) space ().
2. Multivalued Generalized -Nonexpansive Mapping
In this section, we introduce a class of multivalued generalized (,)-nonexpansive mapping in the setting of CAT(0) spaces which is a wider class of nonexpansive type mapping which properly contains nonexpansive, mappings satisfying the Condition (C) and generalized -nonexpansive mappings. We also discuss some of its properties in CAT(0) space.
Definition 2.
Let M be a nonempty subset of a CAT(0) space . A multivalued mapping satisfies the Condition () if there exists such that for any
If a multivalued mapping satisfies the Condition () in a CAT(0) space then we say is the multivalued generalized (,)-nonexpansive mapping.
Let M be a nonempty closed subset of an ordered CAT(0) space (). A mapping is said to be a monotone multivalued generalized nonexpansive mapping if
- (a)
- is monotone,
- (b)
- satisfies (9) for all and either or .
Remark 1.
- (1)
- Multivalued generalized (α,β)-nonexpansive mappings extend and generalize the class of mappings introduced by [31]. Indeed, if then the mapping is reduced to multivalued generalized α-nonexpansive mapping.
- (2)
- Multivalued generalized (α,β)-nonexpansive mappings contain the class of mappings satisfying the Condition (C). Clearly, substituting we get our desired mapping.
- (3)
- Every nonexpansive mapping is generalized -nonexpansive mapping.
We present an example of a multivalued generalized ()-nonexpansive mappings in an ordered CAT(0) space which is neither nonexpansive or satisfies the Condition (C).
Example 1.
Consider an Example 18 of [38] where
Define an order on Y as follows: for and , if and only if and . Thus is an ordered Hyperbolic space which is an example of an ordered CAT(0) space.
Let and be defined by
- (1)
- The mapping does not satisfy the Condition (C) on M and therefore is not nonexpansive. Indeed, for and we haveandThus, . Note thatIf then we haveAlso,If then we haveThusimplies that .
- (2)
- Now, we show that is multivalued generalized ()-nonexpansive mapping, where and . We consider the following cases.CASE-IIf and Observe thatandFor and , we obtain thatCASE-IIIf thenNow gives thatSimilarly,Now givesThusAlso,For and , we obtain thatHence is -nonexpansive multivalued mapping.
Proposition 1.
Let be a multivalued mapping then the following hold.
- (1)
- If satisfies the Condition (C) as defined in then satisfies the Condition .
- (2)
- If satisfies the Condition with , then is quasi-nonexpansive.
Proof.
- (1)
- If satisfies the Condition (C) then it trivial that satisfies the Condition for
- (2)
- Let then,As satisfies the Condition (), there exists such thatholds. Then,impliesSince , it follows that . Hence is quasi-nonexpansive multivalued mapping.
□
Remark 2.
The converse of (i) in the Proposition 1 is not true in general. Indeed if a multivalued mapping satisfies the Condition (), it does not necessarily imply that the mapping satisfies the Condition (C).
Now, we characterize some properties of of multivalued mapping in CAT(0) space. For the following result sin this section, assume that M is a nonempty subset of a CAT(0) space Y and a multivalued mapping satisfying the Condition () for some ,
Theorem 1.
If M is closed then is closed. Moreover, if M is convex and with then is convex.
Proof.
Let be a sequence in such that for some Since
and satisfies the Condition (), there exists such that
Thus
and
imply that
As , on taking the limit on both sides, we obtain that Therefore and hence is closed.
Let . We need to show that every geodesic segment joining v and y lies in . Let with for some . Since M is convex and . Let Then by Lemma 2 and we have
Further, we have
Now by using Lemma 2, we have
This implies that , that is, . Hence is convex. □
Now, we present some results associated with the multivalued mapping satisfying the Condition ().
Proposition 2.
For each and we have the following:
- (1)
- (2)
- Either or
- (3)
- Either or
Proof.
- (1)
- As, we havewhich implies thatand hencewe havewhich implies thatand hence
- (2)
- Suppose that and From (i), we getThus,implies thatAlso, we haveThus,Combining the inequalities and we obtain a contradiction. Hence (ii) holds.
- (3)
- The condition (iii) directly follow from the condition (ii).
□
Proposition 3.
Let M be closed and convex then
holds for all
Proof.
Let then there exists such that . By using Proposition 2, we have
Now, by proposition 3.2 (iii), we obtain
or
If inequality holds, then we get
If holds, then we have
Thus
implies that
Hence our desired inequality is proved in both cases. □
3. Convergence Results
In this section, we present some existence result of fixed point of a multivalued generalized nonexpansive multivalued mappings in the frame work of ordered CAT(0) space .
Lemma 6.
Let M be a nonempty, closed and convex subset of a complete ordered CAT(0) space () and be a monotone multivalued generalized nonexpansive mapping. Then for all and such that either or .
Lemma 7.
Let M and be as in Lemma 6. Fix such that or (). If is defined by then we have:
- (1)
- or for any and .
- (2)
- provided that -converges to a point
Proof.
- (1)
- If then by convexity of order interval and we have,Thus, there exists such thatAs, is monotone there exists such that . Again by convexity of order interval and we haveThus,From and we havewhich implies thatHence the statement is true forAssuming the statement is true for n, that is, for we haveNow, we show is true forBy the convexity of order interval and we haveThus, we haveBy monotonicity of there exists such that . Again by convexity of order interval and we havewhich implies thatIt follows from and thatand thereforeFrom we haveBy the convexity of order interval and we obtain thatand henceThe monotonicity of yields that there exists such that Now the convexity of order interval and gives thatwhich implies thatSo, from and we obtainHence, (21) is true for all
- (2)
- Suppose that x is Δ-limit of From (i), we have for all Since the order interval is closed and convex and the sequence is is increasing we deduce that for a fixed , if not, that is, if then a subsequence of may be constructed by leaving the first terms of the sequence and then the asymptotic center of would not be x, which contradicts that x is the Δ-limit of the sequence . This completes the proof.
□
Lemma 8.
Let M and be as in Lemma 6 and be a sequence defined by where such that . Suppose that there exists such that , where . Also, assume that either and p are comparable then
- (1)
- exists for all
- (2)
- where
Proof.
- (1)
- Let . If then Lemma 7 and the transitivity of the order imply . Applying mathematical induction, we obtain for all . On the other hand, assume that . Since there exists we have as . Further, (21) yieldsAgain, there exists which implies that as . Finally, we haveContinuing in this manner, we obtain , and . Therefore, in both cases and p are comparable. Now, from (21) we haveAs ,Also,andFrom and we obtain thatNow using and in , we haveThus, for all that is, is decreasing and consequently, exists.
- (2)
- We now prove thatFrom (1), we know that for each , exists. For some letFrom and on taking the limit superior as , we havethat is,Similarly, from and on taking limit superior as , we getand henceNow, by applying Lemma 4, we getFrom we haveOn taking limit superior as we obtain thatNote thatCombining and , we haveAlso,By taking limit inferior as on both sides, we haveEmploying and , yieldsFrom , , and applying Lemma 5, we get
□
Now, we present the existence result associated with multivalued generalized (,)-nonexpansive mapping.
Theorem 2.
Let M and be as in Lemma 6. Fix such that . If is a sequence given by then the condition and are satisfied then .
Proof.
Since , Lemma 7 implies that for all .
Utilizing the nonexpansiveness of and we have . Further,
Thus, from the uniqueness of the asymptotic center we have where . □
Here we discuss the convergence result regarding to our proposed mapping.
Theorem 3.
Let M and be as in Lemma 6 with . Fix . If is a sequence defined by then Δ-converges to an element of .
Proof.
It follows from Lemma 7 that exists for each . So, is bounded and , where .
Denote where the union is taken over all subsequence of . We now prove that is Δ-convergent to a fixed point of . First we show and therefore assert that is singleton. To show Let So there exists a subsequence of such that . As a consequence of Lemma 3 and Lemma 4, there exists a subsequence of so that and .
As and is a subsequence of we have that . By Theorem 2, we have and hence . Now we assert that . Indeed, leads to a contradiction as
and hence, . To show that is singleton set, let be a subsequence of . From Lemma 3 and 4, there exists a subsequence of such that . Let and . As it is already proved that thus it is sufficient to demonstrate that .
If then by Lemma 8, converges.
By uniqueness of asymptotic centers, we have
a contradiction that , consequently Hence the conclusion follows. □
In the following, we ascertain the strong convergence result which extends Theorem (1) in [39] for multivalued generalized -nonexpansive mapping in the setup of ordered CAT(0) space.
Theorem 4.
Let M and be as in Lemma 6 such that . Fix such that . If is a sequence described as with , then converges to a fixed point of if and only if
Proof.
If the sequence converges to a fixed point , then it is obvious that .
Conversely, suppose that . From Lemma 8, we have for any . So, and hence forms a decreasing sequence that is bounded below by zero which implies that exists.
To show is a Cauchy sequence in M, choose an arbitrary number, say, .
As we have . Thus, there exists such that for all , we have
Specifically,
Thus, there must exists such that . Now for , we have
Since is closed, is a Cauchy sequence and consequently, converges in M. Let Note that
On taking limit as we have . This completes the proof. □
Remark 3.
- (1)
- For , our theorems extend the results in [27] to CAT(0) spaces.
- (2)
- For , these results extend the results in [31,40] to CAT(0) spaces.
- (3)
- Our results extend and improve results in [20] for monotone nonexpansive mapping in a CAT(0) spaces.
4. Numerical Experiments
We start with the following example.
Example 2.
Let and Y a CAT(0) space equipped with the order and the standard metric given by Define by
Clearly, is monotone. Indeed, if for and , then for any there exists such that .
Note that does not satisfy the Condition (C) and hence is not a nonexpansive multivalued mapping. If we take and then
Note that
Now, to demonstrate is a multivalued generalized (α,β)-nonexpansive mapping, the following cases are considered:
Case 1:If , then
Case 2:The case is trivial.
Case 3:If and ,
Hence, is nonexpansive multivalued mapping.
Now, we conduct some experiments to determine and compare the convergence behavior of iteration (6). In Table 1 we test the convergence of algorithms for different initial points. Fix parameters are , and choose the stopping criteria to be where is the solution of the fixed point problem. It is evident that S-iteration (6) converges faster to the fixed point of the multivalued generalized -nonexpansive mapping.
Table 1.
Convergence comparison of Iteration Processes for different choices of initial points.
In the figures, Figure 1 and Figure 2 we test the convergence of different iterative processes for different choices of parameters. For this, we chose initial point . Observe that for different choices of parameters the modified S-iteration (6) converges faster to the fixed point of the multivalued generalized -nonexpansive mapping.
Figure 1.
Comparison of Iteration Processes for different choices of parameters: , (left plot), , (right plot).
Figure 2.
Comparison of Iteration Processes for different choices of parameters: , (left plot), , (right plot).
5. Application to Integral Equations
In this section, we show that our iterative scheme defined as in can be used to find a solution of an integral equation. Let be the space of real valued functions on such that . Since all Hilbert spaces are CAT(0) spaces then is CAT(0). Define the order on Y by
for all . Consider the following integral equation:
where , and . In addition, F is measurable and satisfies the inequality:
for and such that
Suppose that there exists a nonnegative function and satisfying
for and Consider a closed ball M of centered at 0 with radius , i.e.,
where is sufficiently large.
Define the operator by
Then . Clearly, monotone nonexpansive mapping and hence monotone generalized (,)-nonexpansive. Choose and as in in Theorem 3, we get the following result.
Theorem 5.
Assuming the above stated assumptions, the sequence constructed by the iteration scheme converges to a solution of the integral Equation
6. Conclusions
In this paper, we presented a new type of mappings, monotone multivalued generalized (,)-nonexpansive mappings. We have investigated the iterative approximation of the fixed points for such mappings in an ordered CAT(0) space utilizing the S-iteration algorithm and some convergence results were established. Through numerical experiments we have shown that the process (6) converges faster than all the leading schemes. The proposed mapping and results generalize and extend various results in CAT(0) space including [20,27,31,40]. Furthermore, we have also presented an application of the results in approximating the solution of integral equations.
Author Contributions
Conceptualization, M.A. and H.I.; methodology, H.I. and K.A.; validation, M.A., H.I. and M.D.l.S.; formal analysis, H.I. and K.A.; investigation, H.I. and K.A.; writing—original draft preparation, K.A.; writing—review and editing, M.A. and H.I.; supervision, M.A. and M.D.l.S.; project administration, M.D.l.S.; funding acquisition, M.D.l.S. All authors have read and agreed to the published version of the manuscript.
Funding
The authors are grateful to the Spanish Government for its support through grant RTI2018-094336-B-100 (MCIU/AEI/FEDER, UE) and to the Basque Government for its support through Grant IT1207-19. The first author was supported by the Higher Education Commission of Pakistan (project No. 9340).
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Not applicable.
Acknowledgments
Authors are thankful to the reviewers and editor for their constructive comments which helped us a lot in improving the presentation of the paper.
Conflicts of Interest
The authors declare no conflict of interest.
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