Time-window-based combined objective DE algorithm for hybrid flow-shop
文献类型：期刊论文
| 作者 | Han ZH(韩忠华); Shi HB(史海波) ; Yao LL(姚丽丽)
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| 刊名 | International Journal of Modelling, Identification and Control
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| 出版日期 | 2014 |
| 卷号 | 21期号:3页码:295-305 |
| 关键词 | Evolutionary algorithms Global optimization Production control Production engineering Scheduling |
| ISSN号 | 1746-6172 |
| 产权排序 | 1 |
| 中文摘要 | In this paper, a time-window-based hybrid flow-shop scheduling model is presented for manufacturing enterprise for solving production scheduling optimisation problem in the rolling production process. Time window deviation sum and the earliness/tardiness (E/T) penalty sum's optimisation goal are modelled, and differential evolution (DE) global optimisation algorithm is used to conduct the global optimisation. The assigned tasks to determine a job's machining path in the time window frame can be finished in each stage. The hybrid flow-shop scheduling optimisation method based on time window can improve the equipment utilisation and reduce scheduling conflict situations. Our time-window-based hybrid flow-shop scheduling optimisation method is evaluated by multiple sets of programs' numerical analysis, and the results show that the proposed approach can meet the requirement of business rolling production scheduling very well.Copyright |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.sia.cn/handle/173321/15062]  |
| 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 | Han ZH,Shi HB,Yao LL. Time-window-based combined objective DE algorithm for hybrid flow-shop[J]. International Journal of Modelling, Identification and Control,2014,21(3):295-305. |
| APA | Han ZH,Shi HB,&Yao LL.(2014).Time-window-based combined objective DE algorithm for hybrid flow-shop.International Journal of Modelling, Identification and Control,21(3),295-305. |
| MLA | Han ZH,et al."Time-window-based combined objective DE algorithm for hybrid flow-shop".International Journal of Modelling, Identification and Control 21.3(2014):295-305. |
入库方式： OAI收割
来源：沈阳自动化研究所
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