Design of discrete-time control systems by multiobjective genetic algorithms

被引:0
|
作者
Liu, TK
Ishihara, T
Inooka, H
机构
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we discuss an application of genetic algorithms (GAs) to discrete-time two-degree-of-freedom control systems design where various design specifications are required. The design method is based on a pole-zero placement considering pole-zero cancellations. The tunable parameters of the controllers are optimized by a new multiobjective GA (MGA). Combining the MGA with the design method we construct a computer aided control system design (CACSD) using MATLAB. The effectiveness of the proposed CACSD is demonstrated by a numerical design example. The MGA is compared with-an established optimization algorithm in MATLAB OPTIMIZATION TOOLBOX.
引用
收藏
页码:1618 / 1623
页数:6
相关论文
共 50 条
  • [11] H∞ control design for discrete-time switched fuzzy systems
    Wang, Tiechao
    Tong, Shaocheng
    NEUROCOMPUTING, 2015, 151 : 782 - 789
  • [12] Feedback control design for discrete-time piecewise affine systems
    XU JunXIE Lihua Temasek LaboratoriesNational University of SingapreSingapore SingaporeSchool of Electrical and Electronic EngineeringNanyang Technological UniversitySingapore Singapore
    山东大学学报(工学版), 2007, (03) : 1 - 10
  • [13] Control Design for Linear Uncertain Positive Discrete-time Systems
    Krokavec, D.
    Filasova, A.
    IFAC PAPERSONLINE, 2021, 54 (08): : 39 - 44
  • [14] LQR CONTROL DESIGN OF DISCRETE-TIME NETWORKED CASCADE CONTROL SYSTEMS WITH TIME DELAY
    Belapurkar, Rohit K.
    Yedavalli, Rama K.
    PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE AND BATH/ASME SYMPOSIUM ON FLUID POWER AND MOTION CONTROL (DSCC 2011), VOL 1, 2012, : 299 - 304
  • [15] A comparison of numerical algorithms for discrete-time state dependent coefficients control systems
    Danik, Yu. E.
    Dmitriev, M. G.
    2017 21ST INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2017, : 401 - 406
  • [16] Discrete-time systems: Control and tracking
    Lyshevski, SE
    PROCEEDINGS OF THE 41ST IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 2002, : 2774 - 2779
  • [17] Parallel algorithms for LQ optimal control of discrete-time periodic linear systems
    Benner, P
    Byers, R
    Mayo, R
    Quintana-Ortí, ES
    Hernández, V
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2002, 62 (02) : 306 - 325
  • [18] Multivalued Robust Tracking Control of Lagrange Systems: Continuous and Discrete-Time Algorithms
    Miranda-Villatoro, Felix A.
    Brogliato, Bernard
    Castanos, Fernando
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (09) : 4436 - 4450
  • [19] A design technique for the control of discrete-time systems subject to state and control constraints
    Bitsoris, G
    Gravalou, E
    PROCEEDINGS OF THE 35TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1996, : 1503 - 1504
  • [20] Design techniques for the control of discrete-time systems subject to state and control constraints
    Bitsoris, G
    Gravalou, E
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 44 (05) : 1057 - 1061