SWITCHING-TYPE FUZZY CONTROLLER-DESIGN BY GENETIC ALGORITHMS

被引：21

作者：

WONG, CC

FENG, SM

机构：

[1] Department of Electrical Engineering, Tamkang University, Tamsui

来源：

FUZZY SETS AND SYSTEMS | 1995年 / 74卷 / 02期

关键词：

FUZZY LOGIC; FUZZY CONTROLLER; GENETIC ALGORITHMS;

D O I：

10.1016/0165-0114(94)00359-F

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper, we propose an effective method to select the parameters of the switching-type fuzzy controller by using the genetic algorithm so that a high performance of the overall system's response can be achieved. The proposed fitness function contains three performance measures (the rise time, overshoot, and steady-state error) so that the selected parameters by the proposed method can simultaneously improve the transient response and the steady-state response based on the direction of the fitness function. An inverted pendulum control design problem is given to illustrate the validity of the proposed method.

引用

页码：175 / 185

页数：11

共 23 条

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