LI Teng-hui, XIE Shou-sheng, PENG Jing-bo, JIA Wei-zhou, HE Da-wei. A weighting matrix optimization method for robust guaranteed cost control based on chaos artificial fish swarm algorithm[J]. Chinese Journal of Engineering, 2018, 40(4): 500-507. DOI: 10.13374/j.issn2095-9389.2018.04.014
Citation: LI Teng-hui, XIE Shou-sheng, PENG Jing-bo, JIA Wei-zhou, HE Da-wei. A weighting matrix optimization method for robust guaranteed cost control based on chaos artificial fish swarm algorithm[J]. Chinese Journal of Engineering, 2018, 40(4): 500-507. DOI: 10.13374/j.issn2095-9389.2018.04.014

A weighting matrix optimization method for robust guaranteed cost control based on chaos artificial fish swarm algorithm

More Information
  • Received Date: June 26, 2017
  • Herein, a robust guaranteed cost control weighting matrix optimization method based on chaos artificial fish swarm algorithm was proposed to overcome the dependence on the experience of selecting a weighting matrix in order to achieve robust guaranteed cost control and to overcome the inability of the current method to minimize the system conservative. The objective of this methodology is to estimate the optimal weighting matrix by considering the robust guaranteed cost control boundary as an objective function for optimization. The improved artificial fish swarm algorithm combines the chaos search and the artificial fish swarm algorithm with adaptive step and vision, which effectively resolves various drawbacks, including low convergence rate during the latter stage and easiness of being trapped in a local optimal solution, of a basic artificial fish swarm algorithm. The superiority of the improved artificial fish swarm algorithm proposed herein was verified by the contrast results of the test function. Furthermore, the effectiveness of the weighting matrix optimization method was validated using some application examples.
  • [4]
    Kosmidou O I. Robust stability and performance of systems with structured and bounded uncertainties:an extension of the guaranteed cost control approach. Int J Control, 1990, 52(3):627
    [5]
    Kienitz K H. Guaranteed cost stabilization for a class of uncertain discrete-time systems. Int J Syst Sci, 1995, 26(3):555
    [6]
    Petersen I R. Guaranteed cost LQG control of uncertain linear-system. IEE Proc Control Theory Appl, 1995, 142(2):95
    [11]
    Jiang M Y, Cheng Y M. Simulated annealing artificial fish swarm algorithm//20108th World Congress on Intelligent Control and Automation (WCICA). Jinan, 2010:1590
  • Cited by

    Periodical cited type(9)

    1. 易钰奇,李静,韦柳媚,田浩,庄恩德,黎雪杰. 不同镁铝比LDHs对钢筋阻锈性能的影响. 硅酸盐通报. 2024(01): 121-127 .
    2. 朱鑫杰,张宏兵,曾繁鑫,祝新益. 基于变分模态分解的弹性参数核密度估计方法. 科学技术与工程. 2024(10): 4005-4012 .
    3. 张贺,冯佳运,丛森,王尚,安荣,吴朗,田艳红. 62Sn36Pb2Ag组装焊点长期贮存界面化合物生长动力学及寿命预测. 工程科学学报. 2023(03): 400-406 . 本站查看
    4. 付勇,乔宏霞,薛翠真,宋彦宁. 基于GM(1, 1)模型对大体积混凝土抗冻性服役寿命进行预测. 铁道科学与工程学报. 2023(08): 3151-3161 .
    5. 孟乔,黄维蓉. 基于耐久性能的混凝土寿命预测方法研究进展. 科学技术与工程. 2022(05): 1751-1759 .
    6. 赵俊茹,田峻东,张美玲,孟凡想,戴光. 基于Weibull极值分布的常压储罐底板腐蚀速率研究. 压力容器. 2022(05): 46-52+88 .
    7. 孙杰,冯川,吴爽,马稳,孙明星. 持续荷载与冻融循环耦合作用下纤维混凝土损伤性能研究. 硅酸盐通报. 2022(08): 2728-2738 .
    8. 管同傲,侯胜利. 随机截尾样本下的有寿件需求预测. 装甲兵学报. 2022(05): 65-69 .
    9. 张方,张开权,邓捷超,杨倩,韦翔,黄俊豪,龚婉婷,徐望喜,钱永久. 桥梁评估与加固2020年度研究进展. 土木与环境工程学报(中英文). 2021(S1): 152-166 .

    Other cited types(11)

Catalog

    Article Metrics

    Article views (786) PDF downloads (24) Cited by(20)
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return