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基于分布种群遗传算法的PID控制器参数优化整定

陈庆更 王宁

自动化学报2005,Vol.31Issue(4):646-650,5.
自动化学报2005,Vol.31Issue(4):646-650,5.

基于分布种群遗传算法的PID控制器参数优化整定

The Distribution Population-based Genetic Algorithm for Parameter Optimization PID Controller

陈庆更 1王宁1

作者信息

  • 1. National Key Laboratory of Industrial Control Technology, Institute of Advanced Process, Zhejiang University, Hangzhou 310027
  • 折叠

摘要

Abstract

Enlightened by distribution of creatures in natural ecology environment, the distribution population-based genetic algorithm (DPGA) is presented in this paper. The searching capability of the algorithm is improved by competition between distribution populations to reduce the search zone.This method is applied to design of optimal parameters of PID controllers with examples, and the simulation results show that satisfactory performances are obtained.

关键词

Distribution population/genetic algorithm/PID controller/parameter optimization

Key words

Distribution population/genetic algorithm/PID controller/parameter optimization

分类

信息技术与安全科学

引用本文复制引用

陈庆更,王宁..基于分布种群遗传算法的PID控制器参数优化整定[J].自动化学报,2005,31(4):646-650,5.

基金项目

Supported by National Natural Science Foundation of P. R. China (70471052) (70471052)

自动化学报

OA北大核心CSCD

0254-4156

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