中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Solving multi-objective semiconductor assembly and test manufacturing scheduling problem based on estimation of distribution algorithm

文献类型:会议论文

作者Zhong XC(钟新城); Liu C(刘昶); Zhu J(朱军); Han,Dongbin; Yuan, Zhiling
出版日期2015
会议名称2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
会议日期June 8-12, 2015
会议地点Shenyang, China
关键词ATM multi-objective EDA sub-module constrained objective optimized objective
页码1496-1501
中文摘要In order to solve the problem that, from the current practical perspective of semiconductor assembly and test manufacturing (ATM), the traditional multi-objective optimization algorithm is difficult to realize the practical decision of the enterprise, this paper proposes a new multi-objective estimation of distribution algorithm (EDA) to solve the ATM scheduling problem. According to the demand of the ATM enterprise, based on sub-module using two modeling ideas, objectives were divided into two categories: constrained objective and optimized objective, and the different objective had the different searching process. Finally, it used the new algorithm to solve the multi-objective ATM scheduling problem. The result shows that the novel algorithm has the good feasibility and it also has an obvious advantage, the better practicability and maneuverability, compared with the traditional multi-objective optimization methods.
收录类别EI ; CPCI(ISTP)
产权排序1
会议录2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
会议录出版者IEEE
会议录出版地Piscataway, NJ, USA
语种英语
ISSN号2379-7711
ISBN号978-1-4799-8730-6
WOS记录号WOS:000380502300273
源URL[http://ir.sia.cn/handle/173321/17357]  
专题沈阳自动化研究所_数字工厂研究室
推荐引用方式
GB/T 7714
Zhong XC,Liu C,Zhu J,et al. Solving multi-objective semiconductor assembly and test manufacturing scheduling problem based on estimation of distribution algorithm[C]. 见:2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER). Shenyang, China. June 8-12, 2015.

入库方式: OAI收割

来源:沈阳自动化研究所

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