A reinforcement learning approach to re-entrant manufacturing system scheduling
文献类型：会议论文
| 作者 | Liu ZC(柳长春); Jin HY(金辉宇); Tian Y(田宇) ; Yu HB(于海斌)
|
| 出版日期 | 2001 |
| 会议名称 | International Conference on Info-Tech and Info-Net (ICII 2001) |
| 会议日期 | October 29 - November 1, 2001 |
| 会议地点 | BEIJING, China |
| 关键词 | reentrant lines manufacturing system reinforcement learning temporal difference learning |
| 页码 | C280-C285 |
| 通讯作者 | 柳长春 |
| 中文摘要 | In this paper, we focus on the problem of optimally scheduling a closed reentrant system with one type of parts and two service centers, each of which consisting of one machine. An algorithm based on reinforcement learning is proposed. The results of the experiments indicate that reinforcement learning can outperform some familar heuristic methods and is closed to the WB policy. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议主办者 | China Assoc Sci & Technol, IEEE Beijing Ctr, ATM Forume, Beijing Internet Inst, IEEE Communicat Soc, IEEE Comp Soc, IEEE Control Soc, Global Informat Infrastruct Commiss, World Federat Engn Org, Int Federat Informat Proc, Internet Engn Task Force, Int Council Comp Commun, Chinese Inst Electr, Beijing Univ Posts & Telecommunicat |
| 会议录 | 2001 INTERNATIONAL CONFERENCES ON INFO-TECH AND INFO-NET PROCEEDINGS, CONFERENCE A-G - INFO-TECH & INFO-NET: A KEY TO BETTER LIFE
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | NEW YORK |
| 语种 | 英语 |
| ISBN号 | 978-0-7803-7010-4 |
| WOS记录号 | WOS:000177471800253 |
| 源URL | [http://ir.sia.cn/handle/173321/8053]  |
| 专题 | 沈阳自动化研究所_工业信息学研究室_工业控制系统研究室 |
| 推荐引用方式 GB/T 7714 | Liu ZC,Jin HY,Tian Y,et al. A reinforcement learning approach to re-entrant manufacturing system scheduling[C]. 见:International Conference on Info-Tech and Info-Net (ICII 2001). BEIJING, China. October 29 - November 1, 2001. |
入库方式： OAI收割
来源：沈阳自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。