The infinite horizon non-stationary stochastic inventory problem: Near myopic policies and weak ergodicity

被引:11
|
作者
Iida, T [1 ]
机构
[1] Tokyo Inst Technol, Dept Ind Engn & Management, Meguro Ku, Tokyo 152, Japan
关键词
infinite horizon inventory problems; non-stationary demands; near myopic policies; non-stationary; Markov decision processes;
D O I
10.1016/S0377-2217(98)00129-5
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper we consider a periodic review dynamic inventory problem with non-stationary demands. The purpose of this paper is to show that near myopic policies are sufficiently close to optimal decisions for the infinite horizon inventory problem. In order to show this we pay attention to the fact that inventory processes with base-stock policies are weakly ergodic, and we discuss how the weak ergodicity is related to near myopic policies. Then we derive the error bounds of near myopic policies for the optimal decisions and evaluate them with a number of numerical experiments. (C) 1999 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:405 / 422
页数:18
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