A New Algorithm for the Capacitated Lot-sizing and Scheduling Problem

被引:0
|
作者
Ma, Jia [1 ]
Shi, Gang [1 ]
机构
[1] Shenyang Inst Aeronaut Engn, Dept Management, Shenyang 110134, Peoples R China
来源
LEMLID: 2008 NORTHEAST ASIA LOGISTICS ENGINEERING AND MODERN LOGISTICS INDUSTRY DEVELOPMENT, PROCEEDINGS | 2008年
关键词
lot-sizing; immune genetic algorithm; immune operator; vaccine;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
Through analyzing the model of the single level capacitated dynamic lot-sizing problem(SLCLSP). This paper employs a new IGA(Immune Genetic Algorithm) to solve the problem. This algorithm not only preserves global research ability of SGA (Simple Genetic Algorithm), but also adopts some strategy of preserving diversity in biological Immunity mechanism which improves the diversity of population of SGA. Finally, the experiment shows that the proposed IGA can improve the global research ability through overcome some defects of SGA's prone to local optimal solution, and it can solve the SLCLSP effectively.
引用
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页码:16 / 20
页数:5
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