期刊文献+

数字控制器结构和参数的同步优化设计

Design of Digital Controller by Simultaneous Optimization of the Structure and Parameters
下载PDF
导出
摘要 在非线性因素存在的情况下 ,采用了分层遗传算法设计数字控制器。能够同步获得结构简、参数优的数字控制器。数值实验表明了本方法的有效性。 A hierarchical genetic algorithm (HGA) is proposed for designing digital controllers under nonlinear conditions. Both the controller structure and parameters can be optimized in a simultaneous manner. A numerical example demonstrates the high efficiency of the method.
出处 《仪器仪表学报》 EI CAS CSCD 北大核心 2002年第3期226-228,240,共4页 Chinese Journal of Scientific Instrument
关键词 分层遗传算法 数字控制器 非线性 同步 优化设计 Hierarchical genetic algorithm Digital controller Nonlinearity Optimization
  • 相关文献

参考文献11

  • 1[1]Benjamin C.Kuo.Digital control systems.Holt,Rinehart and Winston,Inc,1980.
  • 2[2]M.A.Abido,Y.L.Abdel-Magid.A genetic-based power system stablizer.Electric Machines and Power System,1998,26:559~571.
  • 3[3]Helena Szczerbicka,Matthias Becker.Genetic Algorithms.A tool for modeling,simulation and optimiza-tion of complex systems.Cybernetics and Systems:An International Journal,1998,29:639~659.
  • 4[4]Porter B.,Jones A.H..Genetic tuning of digital PID controllers.Electron.Lett.,1992,28:843~844.
  • 5[5]Wang.P.,Kwork D.B..Optimal design of PID process controllers based on genetic algorithm.Control Engng Practice,1994,2(4):641~648.
  • 6[6]H Warwick Y-H Kang.Self-tuning proportional,integral and derivative controller based on genetic algorithm least squares.Proc Instn Mech Engrs,1998,212,Partl:395~401.
  • 7[7]Lixin Zheng.Fuzzy optimization design of double loop system based on genetic algorithm.Journal of Huaqiao University,2000,21(1):16~20.
  • 8[8]Rudolf,G..Convergence analysis of canonical genetic algorithms.IEEE Trans.Neural Networks,1994,24(1):96~101.
  • 9[9]Dinabandhu B,Murthy C A.Genetic algorithm with elitist model and Its convergence.Int.J of Pattern Recognition and Artificial Intelligence,1996,10(6):990~995.
  • 10[10]C.Z.Janikow,Z.Michalewicz.An experimental comparison of binary and floating point representation in genetic algorithms.Proc.4th Int.Conf.Genetic Algorithms.San Diego,CA,July 1991:31~36.

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