Parameter Recognition for Control Systems Based on Chaotic Ant Swarm Algorithm | |
Jia ZZ(贾朱植); Zhu HY(祝洪宇); Cheng WS(程万胜) | |
2010 | |
会议名称 | 2010 International Conference on Electrical and Control Engineering (ICECE 2010) |
会议日期 | June 25-27, 2010 |
会议地点 | Wuhan, China |
关键词 | chaotic ant swarm algorithm parameters recognition global search |
页码 | 5384-5387 |
中文摘要 | Chaotic ant swarm algorithm is a novel optimization method, which has the ability of global optimum search. In this paper, a new chaotic ant swarm algorithm was used to identify the parameters for control systems. First the problem of parameter estimation of the control system is converted to a problem of parameter optimization which could be solved via chaotic ant swarm algorithm. Chaotic ant swarm algorithm has the ability of global optimum search. A numerical simulation on the well-known control system is conducted. Simulation results show that the proposed method is effective in parameter estimation of the control system. |
收录类别 | EI |
产权排序 | 2 |
会议主办者 | IEEE |
会议录 | Proceedings of the 2010 International Conference on Electrical and Control Engineering (ICECE 2010)
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会议录出版者 | IEEE Computer Society |
会议录出版地 | Los Alamitos, CA, USA |
语种 | 中文 |
ISBN号 | 978-1-4244-6880-5 |
内容类型 | 会议论文 |
源URL | [http://ir.sia.cn/handle/173321/8382] ![]() |
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 | Jia ZZ,Zhu HY,Cheng WS. Parameter Recognition for Control Systems Based on Chaotic Ant Swarm Algorithm[C]. 见:2010 International Conference on Electrical and Control Engineering (ICECE 2010). Wuhan, China. June 25-27, 2010. |
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