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FMS Scheduling Simulation Based on an Evolution Algorithm
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作者 LI De-xin LU Yan-jun +1 位作者 JIA Jie ZHAO Hua-qun 《International Journal of Plant Engineering and Management》 2002年第3期170-178,共9页
A FMS (flexible manufacturing system)scheduling algorithm based on an evolution algorithm (EA) is developed by intensively analyzing and researching the scheduling method in this paper.Many factors related to FMS sche... A FMS (flexible manufacturing system)scheduling algorithm based on an evolution algorithm (EA) is developed by intensively analyzing and researching the scheduling method in this paper.Many factors related to FMS scheduling are considered sufficiently.New explanations for a common kind of the encoding model are given.The rationality of encoding model is ensured by designing a set of new encoding methods,while the simulation experiment is performed.The results show that a FMS scheduling optimum problem with multi-constraint conditions can be effectively solved by a FMS scheduling simulation model based on EA.Compating this method with others,this algorithm has the advantage of good stability and quick convergence. 展开更多
关键词 FMS scheduling evolution algorithm OBJECT-ORIENTED SIMULATION OPTIMIZATION
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