A Metropolis Criterion Based Fuzzy Markov Game Flow Controller for High-speed Networks
文献类型：会议论文
| 作者 | Li X(李鑫); Yu HB(于海斌)
|
| 出版日期 | 2010 |
| 会议名称 | 2010 International Conference on Digital Manufacturing and Automation (ICDMA 2010) |
| 会议日期 | December 18-20, 2010 |
| 会议地点 | ChangSha, China |
| 关键词 | flow control high-speed network Markov game |
| 页码 | 42-45 |
| 中文摘要 | For the congestion problems in high-speed networks, a Metropolis criterion based fuzzy Markov game flow controller (MFMC) is proposed. Because of the uncertainties and highly time-varying, it is not easy to accurately obtain the complete information for high-speed networks. In this case, the fuzzy Markov game, which is independent of mathematic model, and prior-knowledge, has good performance. It offers a promising platform for robust control in the presence of the bounded external disturbances. The Metropolis criterion can cope with the balance between exploration and exploitation in action selecting. Simulation results show that the proposed controller can learn to take the best action to regulate source flow with the features of high throughput and low packet loss ratio, and can avoid the occurrence of congestion effectively. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议录 | Proceedings 2010 International Conference on Digital Manufacturing and Automation (ICDMA 2010)
 |
| 会议录出版者 | IEEE Computer Society |
| 会议录出版地 | Los Alamitos, CA, USA |
| 语种 | 英语 |
| ISBN号 | 978-0-7695-4286-7 |
| 源URL | [http://ir.sia.cn/handle/173321/8305]  |
| 专题 | 沈阳自动化研究所_工业信息学研究室 |
| 推荐引用方式 GB/T 7714 | Li X,Yu HB. A Metropolis Criterion Based Fuzzy Markov Game Flow Controller for High-speed Networks[C]. 见:2010 International Conference on Digital Manufacturing and Automation (ICDMA 2010). ChangSha, China. December 18-20, 2010. |
入库方式： OAI收割
来源：沈阳自动化研究所
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