Properties of Solutions for a Functional Equation Arising in Dynamic Programming

  • Liu, Zeqing
  • Dong, Haijiang
  • Kang, Shin Min
  • Lee, Sunhong
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초록

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.

키워드

Functional equationDynamic programmingSolutionNonexpansive mappingBanach fixed point theoremEXISTENCE THEOREMSSOLVABILITYSYSTEM
제목
Properties of Solutions for a Functional Equation Arising in Dynamic Programming
저자
Liu, ZeqingDong, HaijiangKang, Shin MinLee, Sunhong
DOI
10.1007/s10957-012-0191-6
발행일
2013-06
유형
Article
저널명
Journal of Optimization Theory and Applications
157
3
페이지
696 ~ 715