Fuzzy logic controller based on genetic algorithms

被引：2
|
作者：
Li, RH
Yi, Z
机构：
来源：
FUZZY SETS AND SYSTEMS | 1996年 / 83卷 / 01期
关键词：
genetic algorithm; fuzzy set; control theory; engineering;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Based on genetic algorithms (GAs), a method of designing a fuzzy logical controller for complex processes is proposed. After a brief overview of GA, the selection of GA's control parameters is discussed for designing MIMO fuzzy control systems. We explained the optimization procedure of the fuzzy rules' selection on a large fuzzy input search space. A double inverted pendulum device is used to test the effectiveness of the design method based on GAs. Not only simulation results are shown in the paper, but also the practical operation results are given.
引用
收藏
页码：1 / 10
页数：10
相关论文
共 50 条
  • [1] Hybrid Genetic Algorithms with Fuzzy Logic Controller
    Zheng Dawei & Gen Mitsuo Department of Industrial and Systems Engineering
    JournalofSystemsEngineeringandElectronics, 2001, (03) : 9 - 15
  • [2] Hybrid genetic algorithms with fuzzy logic controller
    Zheng, Dawei
    Gen, Mitsuo
    Beijing Keji Daxue Xuebao/Journal of University of Science and Technology Beijing, 2002, 24 (01):
  • [3] Hybrid genetic algorithms with fuzzy logic controller
    Zheng, D.
    Gen, M.
    Journal of Systems Engineering and Electronics, 2001, 12 (03) : 9 - 15
  • [4] Design of optimal fuzzy logic controller with genetic algorithms
    Rekik, C
    Djemel, M
    Derbel, N
    Alimi, A
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL, 2002, : 98 - 103
  • [5] Tuning parameters of PID controller based on fuzzy logic controlled genetic algorithms
    Feng Dongqing
    Wang Xiaopei
    Fei Minrui
    Chen Tiejun
    SENSORS, AUTOMATIC MEASUREMENT, CONTROL, AND COMPUTER SIMULATION, PTS 1 AND 2, 2006, 6358
  • [6] Artificial cloning of an on-line controller, based on fuzzy logic and genetic algorithms
    Ballesteros, R. Javier A.
    Guevara, P. Alonso
    CULTURA CIENTIFICA, 2006, (04): : 15 - 21
  • [7] A fuzzy controller based on genetic algorithms
    Wang, XC
    ICEMI'99: FOURTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 1999, : 1009 - 1011
  • [8] Genetic algorithms for learning the rule base of fuzzy logic controller
    Chin, TC
    Qi, XM
    FUZZY SETS AND SYSTEMS, 1998, 97 (01) : 1 - 7
  • [9] Transmission network planning and optimization model with genetic algorithms based on fuzzy logic controller
    Hui, Wang
    Xinyang, Han
    Zhaoguang, Hu
    Guangsheng, Wang
    Dianli Xitong Zidonghue/Automation of Electric Power Systems, 2000, 24 (02): : 54 - 55
  • [10] A self-learning and tuning fuzzy logic controller based on genetic algorithms and reinforcements
    Chung, HY
    Chiang, CK
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1997, 12 (09) : 673 - 694
12345