Properties of Solutions for a Functional Equation Arising in Dynamic Programming
Zeqing Liu (),
Haijiang Dong (),
Shin Min Kang () and
Sunhong Lee ()
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Zeqing Liu: Liaoning Normal University
Haijiang Dong: Liaoning Normal University
Shin Min Kang: Gyeongsang National University
Sunhong Lee: Gyeongsang National University
Journal of Optimization Theory and Applications, 2013, vol. 157, issue 3, No 7, 696-715
Abstract:
Abstract This paper is concerned with a new functional equation arising in dynamic programming of multistage decision processes. Utilizing the Banach fixed point theorem and iterative algorithms, we prove the existence, uniqueness, and iterative approximations of solutions for the functional equation in Banach spaces and a complete metric space, respectively. Some error estimates between the iterative sequences generated by iterative algorithms and the solutions are discussed. Five examples are constructed to illustrate the results presented in this paper.
Keywords: Functional equation; Dynamic programming; Solution; Nonexpansive mapping; Banach fixed point theorem (search for similar items in EconPapers)
Date: 2013
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DOI: 10.1007/s10957-012-0191-6
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