期刊文献+

基于分层遗传算法的模型结构与参数的同步辨识 被引量:4

The Synchronous Recognition of the Structure and Parameter of Model Based on Hierarchical Genetic Algorithm
在线阅读 下载PDF
导出
摘要 提出采用分层遗传算法 (HGA)辨识连续系统的新方法。在Matlab和Simulink环境下 ,建立了模型辨识的优化模型 ,并采用HGA求解。仿真实验结果表明 ,该方法能准确。 The new method of recognition for continuous system by using hierarchical genetic algorithm (HGA) is stated. Under Matlab and Simulink environment the optimal model of model recognition is established and the solution is found by using HGA. The results of simulation experiments show that this method can used for synchronous recognition of structure and parameter of object model with high accuracy and effectiveness.
出处 《自动化仪表》 CAS 北大核心 2001年第5期5-8,共4页 Process Automation Instrumentation
关键词 结构 参数 模型辨识 遗传算法 控制 HGA Structure Parameter Model recognition Genetic algorithm
  • 相关文献

参考文献3

二级参考文献3

  • 1陈坚,交流电机数学模型及调速系统,1989年
  • 2徐南荣,系统辨识导论,1986年
  • 3叶庆凯,优化与最优控制中的计算方法,1986年

共引文献35

同被引文献13

  • 1张利霞,孙兵,何瑾.纯滞后对象基于模型估计控制方法的研究[J].仪器仪表学报,2003,24(z1):505-507. 被引量:5
  • 2方崇智 萧德云.过程辨识[M].北京:清华大学出版社,1998..
  • 3邵裕森.过程控制系统及仪表[M].北京:机械工业出版社,1998,5.113-114.
  • 4Helena Szczerbicka and Matthias Becket. Genetic Algorithms:A tool for modeling, simulation and optimization of complex systems. Cybernetics and Systems: An International Journal,1998,29:639-659.
  • 5Helena Szczerbicka and Matthias Becker. Genetic Algorithms:A tool for modeling, simulation and optimization of complex systems. Cybernetics and Systems: An International Journal,1998,29:639-659.
  • 6Aguirre,L.A..Computer-aided analysis and design of control systems using model approximation techniques, Computer methods in applied mechanics and engineering, 1994,114:273-294.
  • 7C.Z.Janikow and Z.Michalewicz, An experimental comparison of binary and floating point representation in genetic algorithms, in Proc.4^th Inte. Conf Genetic Algorithms, San Diego, CA, 1991, 31-36.
  • 8Benjamin C Kuo.Automatic Control Systems,3^rd Edition.New Jersey:Prentice Hall,Inc. 1975,279-281.
  • 9Mitsuo Gen, Runwei Cheng. Genetic Algorithms & Engineering Design[M]. JOHN WILEY & SONS, INC,1997:60-63.
  • 10Lixin Zheng, Mitsuo Gen,Takao Yokota, Simultaneous optimization of the structure and parameters of digital controllers by hierarchical genetic algorithm. In Proceedings of the Third Asia-Pacific Conference on Industrial Engineering and Management Systems, Dec. 2000, Hong Kong :284-290.

引证文献4

二级引证文献5

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部