Remanufacturing closed-loop supply chain network design based on genetic particle swarm optimization algorithm

被引:0
|
作者
周鲜成 [1 ]
赵志学 [1 ]
周开军 [1 ]
贺彩虹 [2 ]
机构
[1] School of Computer and Electronic Engineering, Hunan University of Commerce
[2] School of Finance, Hunan University of Commerce
关键词
genetic particle swarm optimization; closed-loop supply chain; remanufacturing; network design; reverse logistics;
D O I
暂无
中图分类号
F274 [企业供销管理]; TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1201 ; 1405 ;
摘要
As the huge computation and easily trapped local optimum in remanufacturing closed-loop supply chain network (RCSCN) design considered, a genetic particle swarm optimization algorithm was proposed. The total cost of closed-loop supply chain was selected as fitness function, and a unique and tidy coding mode was adopted in the proposed algorithm. Then, some mutation and crossover operators were introduced to achieve discrete optimization of RCSCN structure. The simulation results show that the proposed algorithm can gain global optimal solution with good convergent performance and rapidity. The computing speed is only 22.16 s, which is shorter than those of the other optimization algorithms.
引用
收藏
页码:482 / 487
页数:6
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