Application of self-adaptive evolution strategy de algorithm based on optimal objective of due date in HFSP
文献类型：会议论文
| 作者 | Miao, Yu; Lv XS(吕希胜) ; Chen Z(陈喆); Guo DQ(郭大权)
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| 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 | self-adaptive DE algorithm evolutionary strategy scheduling HFSP earliness/tardiness |
| 页码 | 1491-1495 |
| 中文摘要 | For the due date of hybrid flow shop scheduling problem, An Evolutionary strategy for adaptive differential evolution algorithm is used for the Method for production scheduling. The initial population establishment Method based on the probability distribution of delivery of the finished procedure is proposed. Self-adaptive DE algorithm is used for global optimization. The Procedure of Time and sequence is determined by Local assignment rules. Fitness function is structured through that the delivery period by the earliness / tardiness penalties to join the hybrid flow shop scheduling optimization process. Delivery of hybrid flow shop earliness and tardiness scheduling model is structured to realize the global assigned of production task. Some of production of work piece machining path will be determined. Comparative analysis of the results of numerical calculation through multi - group program proves that self-adaptive DE algorithm achieves better results in solving hybrid flow shop delivery of hybrid flow shop scheduling problem. |
| 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)
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| 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:000380502300272 |
| 源URL | [http://ir.sia.cn/handle/173321/18524]  |
| 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 | Miao, Yu,Lv XS,Chen Z,et al. Application of self-adaptive evolution strategy de algorithm based on optimal objective of due date in HFSP[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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