A clonal selection algorithm based fuzzy optimal iterative learning control algorithm | |
Li, Hengjie1,2; Hao, Xiaohong1,2; Du, Xianjun1,2; Jin, Yarong1 | |
2012 | |
会议日期 | May 18, 2012 - May 19, 2012 |
会议地点 | GuiLin, China |
关键词 | Genetic algorithms Intelligent materials Optimization Time domain analysis Uncertainty analysis Clonal selection algorithms Iterative learning control Iterative learning control algorithm Model uncertainties Takagi-Sugeno-Kang fuzzy system Time domain TSK fuzzy system |
卷号 | 490-495 |
DOI | 10.4028/www.scientific.net/AMR.490-495.329 |
页码 | 329-333 |
英文摘要 | In order to realize effective tracking of output of non-linear plants with model uncertainty in specified time domain, a clonal selection algorithm based fuzzy optimal iterative learning control algorithm is proposed. In the algorithm, a clonal selection algorithm is employed to search optimal input for next iteration, and another clonal selection algorithm is used to update the parameters of Takagi-Sugeno-Kang fuzzy system model of the plant. Simulations show that the proposed method converges faster than GA-ILC in iterative domain, and is able to deal with model uncertainty well. © (2012) Trans Tech Publications, Switzerland. |
会议录 | Advanced Materials Research
![]() |
会议录出版者 | Trans Tech Publications, P.O. Box 1254, Clausthal-Zellerfeld, D-38670, Germany |
语种 | 英语 |
ISSN号 | 10226680 |
内容类型 | 会议论文 |
源URL | [http://ir.lut.edu.cn/handle/2XXMBERH/116430] ![]() |
专题 | 电气工程与信息工程学院 |
作者单位 | 1.College of Electrical and Information Engineering, Lanzhou University of Technology, Gansu, 730050, China; 2.Key Laboratory of Gansu Advanced Control for Industrial Processes, Gansu, 730050, China |
推荐引用方式 GB/T 7714 | Li, Hengjie,Hao, Xiaohong,Du, Xianjun,et al. A clonal selection algorithm based fuzzy optimal iterative learning control algorithm[C]. 见:. GuiLin, China. May 18, 2012 - May 19, 2012. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
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。
修改评论