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任务负载竞争下制造资源配置的非合作博弈方法

陈冰 刘凯 杨挺

中国机械工程2013,Vol.24Issue(2):233-239,7.
中国机械工程2013,Vol.24Issue(2):233-239,7.DOI:10.3969/j.issn.1004-132X.2013.02.017

任务负载竞争下制造资源配置的非合作博弈方法

Non-cooperative Game for Manufacturing Resources Configuration Driven by Job Load Competition

陈冰 1刘凯 1杨挺1

作者信息

  • 1. 西北工业大学现代设计与集成制造技术教育部重点实验室,西安,710072
  • 折叠

摘要

Abstract

Manufacturing resources configuration is to load the manufacturing processes onto relevant equipment,and the equipment to accomplish the manufacturing job within certain working time, human and cost. There are free competition relationships between equipment and manufacturing duties in the configuration processes. The game theory was introduced to describe their restrictive relation. Then an optimization method on manufacturing resources configuration based on non - cooperative game was proposed. The equipment was regarded as player, while player's strategy and payoff were built. And by fuzzy cluster analysis the players were clustered to solve Nash equilibrium. Finally, an example was given by compared with GA,PSO and Tabu search. The results show that task load strategy obtained by the proposed algorithm can guarantee the overall equipment utilization is higher. Therefore,the effectiveness and correctness of algorithms herein were proved.

关键词

任务负载/制造资源配置/非合作博弈/纳什均衡

Key words

job load/manufacturing resources configuration/non-cooperative game/Nash equilibrium

分类

信息技术与安全科学

引用本文复制引用

陈冰,刘凯,杨挺..任务负载竞争下制造资源配置的非合作博弈方法[J].中国机械工程,2013,24(2):233-239,7.

基金项目

国家高技术研究发展计划(863计划)资助项目(2009AA04Z122) (863计划)

国家科技支撑计划资助项目(2012BAF10B09) (2012BAF10B09)

中国机械工程

OA北大核心CSCDCSTPCD

1004-132X

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