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J. Harjani, J. Rocha, K. Sadarangani, "α-Coupled Fixed Points and Their Application in Dynamic Programming", Abstract and Applied Analysis, vol. 2014, Article ID 593645, 4 pages, 2014. https://doi.org/10.1155/2014/593645
α-Coupled Fixed Points and Their Application in Dynamic Programming
We introduce the definition of α-coupled fixed point in the space of the bounded functions on a set S and we present a result about the existence and uniqueness of such points. Moreover, as an application of our result, we study the problem of existence and uniqueness of solutions for a class of systems of functional equations arising in dynamic programming.
The Banach contraction mapping principle is one of the pivotal results of analysis. It is widely considered as the source of metric fixed point theory. Also, its significance lies in its vast applicability in a great number of branches of mathematics and other sciences.
Generalizations of the above principle have been a heavily investigated branch of research. Particularly, one of these generalizations uses the so-called comparison functions. These functions are defined as functions which are increasing and satisfy when for , where denotes the -iteration of . Examples of such functions are with , , , and , among others.
Theorem 1. Let be a complete metric space and let be a mapping satisfying , for any , where is a comparison function. Then has a unique fixed point.
In this paper, we consider a nonempty set and by we denote the set of all bounded real functions defined on . According to the ordinary addition of functions and scalar multiplication and endowing with the norm , is a Banach space.
Notice that the distance in is defined as , for .
The aim of this paper is to present a result about the existence and uniqueness of an -coupled fixed point (see Section 2) in and, as an application of this result, we will study the problem of existence and uniqueness of solutions of the following system of functional equations arising in dynamic programming: under certain assumptions.
2. Generalized Coupled Fixed Point Theorem in
Our starting point in this section is the definition of -coupled fixed point in . For this purpose, suppose that is a nonempty set and a mapping.
Definition 2. An element is called an -coupled fixed point of a mapping if and .
The following theorem is the main result of the paper and it gives us a sufficient condition for the existence and uniqueness of an -coupled fixed point.
Theorem 3. Suppose that and are two mappings. If satisfies for any , where is a comparison function, then has a unique -coupled fixed point.
Proof. Consider the Cartesian product endowed with the distance defined by
It is easily seen that is a complete metric space.
Now, we consider the mapping defined by Notice that if then .
Next, we check that satisfies assumptions of Theorem 1. In fact, according to (2), we have that for any
Now, taking into account the definition of the distance on , we have and, by a similar argument, we have . Therefore, from (5) and (6), we get .
Therefore, Theorem 1 gives us the existence of a unique such that or, equivalently, and .
This completes the proof.
3. Application to Dynamic Programming
The following types of systems of functional equations appear in the study of dynamic programming (see ), where and is a state space, is a decision space, , , , and are given mappings.
The following theorem gives us a sufficient condition for the existence and uniqueness of solutions to problem (7).
Theorem 4. Suppose the following assumptions: (i) and are bounded functions;(ii)there exists a comparison function such that for any , and , .Then, problem (7) has a unique solution .
As a previous result for the proof of Theorem 4, we need the next lemma.
Lemma 5. Suppose that are two bounded functions. Then
Proof. Obviously, this result is true when .
If we suppose that (same argument works if we suppose that ) then for any and, consequently,
Since , for any , it follows and this proves our claim.
Proof of Theorem 4. Consider the operator defined on as
for and . By assumptions (i) and (ii), we have
According to assumption (i) and, since , we obtain that . Therefore, .
Now, we check that satisfies condition (2) of Theorem 3. In fact, for any , we have
Then, from assumption (ii) and Lemma 5 and using the fact that is an increasing function, for any , we have
Therefore, condition (2) of Theorem 3 is satisfied and, consequently, has a unique -coupled fixed point . This means that and or, equivalently, for , This completes the proof.
In order to illustrate our results, we present the following example.
Consider the following system of functional equations, where :
This system appears in dynamic programming, where the state space is and the decision space is .
Notice that and .
Therefore, assumption (i) of Theorem 4 is satisfied.
On the other hand, for and , we have where we have used the nondecreasing character of the function and the fact that , for any .
It is easily seen that , for , is a comparison function and, therefore, assumption (ii) of Theorem 4 is satisfied.
Conflict of Interests
The authors declare that there is no conflict of interests regarding the publication of this paper.
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