A neural-based approach to production scheduling
文献类型：会议论文
| 作者 | Yu HB(于海斌) ; Wang HB(王华兵); Xu XH(徐心和); Xue JS(薛劲松)
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| 出版日期 | 1997 |
| 会议名称 | 1997 American Control Conference |
| 会议日期 | June 4-6, 1997 |
| 会议地点 | ALBUQUERQUE, NM |
| 关键词 | production scheduling neural network job-shop gradient search |
| 页码 | 1027-1031 |
| 通讯作者 | 于海斌 |
| 中文摘要 | An effective neural-based approach to production scheduling is proposed in the paper, which is apt for solving complex job-shop scheduling problems with available time and due date constraints, constrained job-shop scheduling. Constraint network (CNN) is introduced to ensure the production constraints satisfied. A gradient search algorithm is applied to optimize the outputs of the CNN. The experiments have shown that the solutions generated by the neural-based approach are optimal scheduling for minimizing the sum of total job's completion times in current processing sequence. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议主办者 | Amer Automat Control Council, Int Federat Automat Control |
| 会议录 | PROCEEDINGS OF THE 1997 AMERICAN CONTROL CONFERENCE, VOLS 1-6
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | NEW YORK |
| 语种 | 英语 |
| ISSN号 | 0743-1619 |
| ISBN号 | 0-7803-3833-2 |
| WOS记录号 | WOS:A1997BJ29B00219 |
| 源URL | [http://ir.sia.cn/handle/173321/7744]  |
| 专题 | 沈阳自动化研究所_沈阳自动化所知识产出(2000年前) |
| 推荐引用方式 GB/T 7714 | Yu HB,Wang HB,Xu XH,et al. A neural-based approach to production scheduling[C]. 见:1997 American Control Conference. ALBUQUERQUE, NM. June 4-6, 1997. |
入库方式： OAI收割
来源：沈阳自动化研究所
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