A binary solution method for the multi-product newsboy problem with budget constraint

被引:37
|
作者
Zhang, Bin [1 ,2 ]
Xu, Xiaoyan [1 ]
Hua, Zhongsheng [1 ]
机构
[1] Univ Sci & Technol China, Sch Management, Hefei 230026, Anhui, Peoples R China
[2] Sun Yat Sen Univ, Lingnan Coll, Guangzhou 510275, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Newsboy problem; Budget constraint; Optimization; MULTIITEM NEWSVENDOR PROBLEM;
D O I
10.1016/j.ijpe.2008.10.003
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Multi-product newsboy problem (MPNP) with budget constraint is a classical inventory control/management problem. However, solution methods for MPNP under general demand distributions are limited in the current literature. In this paper, by analyzing properties of the optimal solution to the MPNP with a budget constraint, we develop a Solution algorithm for the constrained MPNP. The proposed algorithm is binary in nature, and is applicable to general types of demand distribution functions, discrete as Well as Continuous. For continuous demand distribution function, our approach can obtain the optimal or near optimal solution to the constrained MPNP with polynomial computation complexity of the o(n) order. On the other hand, for discrete demand distribution functions, it can effectively provide good approximate solution. Numerical experiments are presented to show the performance of our method. (C) 2008 Elsevier B.V. All rights reserved.
引用
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页码:136 / 141
页数:6
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