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
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)