Simulation-based optimization for repairable systems using particle swarm algorithm

被引：5
|
作者：
Alkhamis, TM [1 ]
Ahmed, MA [1 ]
机构：
[1] Kuwait Univ, Dept Stat & Operat Res, Safat, Kuwait
来源：
PROCEEDINGS OF THE 2005 WINTER SIMULATION CONFERENCE, VOLS 1-4 | 2005年
关键词：
D O I：
10.1109/WSC.2005.1574332
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
We describe an approach based on particle swarm optimization (PSO) for determining the optimal allocation of spares as well as repair resources while satisfying a desired availability constraint. The proposed method expands the original PSO algorithm to handle stochastic constraints and discrete decision variables. Computational results show that the proposed approach is efficient for determining the optimal choice of spares and repair channels for multi-echelon repairable-item inventory systems.
引用
收藏
页码：857 / 861
页数：5
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