A co-evolutionary game optimization method for layout design of satellite module

被引:0
|
作者
Zeng, Wei [1 ]
Shi, Yan-jun [2 ]
Teng, Hong-fei [3 ]
机构
[1] Dalian Univ Technol, Sch Mech Engn, Key Lab Precis & Nontradit Machining Technol, Minist Educ, Dalian 116024, Peoples R China
[2] Dalian Univ Technol, Key Lab Precis & Nontradit Machining Technol, Minist Educ, Dalian 116024, Peoples R China
[3] Dalian Univ Technol, Sch Mech Engn, Dalian 116024, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1109/ICCIAS.2006.294135
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a co-evolutionary game optimization algorithm (CEGA) to explore the layout design of a simplified international commercial communication satellite module. The method is inspired by game theory and co-evolutionary optimization algorithm. Some comparisons are offered with other optimization algorithms in terms of both solution quality and efficiency of computation. These contrast algorithms are a single-objective global optimization method using genetic algorithm (GA) and a traditional co-evolutionary optimization algorithm (CEA). The results of numerical experiment show that the proposed method offers a precise and robust alternative for the layout design of the satellite module.
引用
收藏
页码:270 / 273
页数:4
相关论文
共 50 条
  • [31] Emergent behaviour in co-evolutionary design
    Poon, J
    Maher, ML
    ARTIFICIAL INTELLIGENCE IN DESIGN '96, 1996, : 703 - 722
  • [32] A Competitive Co-evolutionary Optimization Method for the Dynamic Vehicle Routing Problem
    Lu, Xiaofen
    Tang, Ke
    Menzel, Stefan
    Yao, Xin
    2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, : 305 - 312
  • [33] Co-evolutionary pursuit-evasion game on a plane
    Chen, Ying-Chun
    Qi, Huan
    Kongzhi yu Juece/Control and Decision, 2009, 24 (03): : 383 - 387
  • [34] Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery
    He, Shan
    Jia, Guanbo
    Zhu, Zexuan
    Tennant, Daniel A.
    Huang, Qiang
    Tang, Ke
    Liu, Jing
    Musolesi, Mirco
    Heath, John K.
    Yao, Xin
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2016, 20 (06) : 874 - 891
  • [35] Co-evolutionary Differential Evolution for Global optimization
    Lei Jian-Jun
    Li Jian
    ACC 2009: ETP/IITA WORLD CONGRESS IN APPLIED COMPUTING, COMPUTER SCIENCE, AND COMPUTER ENGINEERING, 2009, : 123 - 126
  • [36] A cooperative co-evolutionary method with consistency coordination mechanisms and its application to complex layout problem
    Huo, Junzhou
    Chen, Jing
    Zhang, Xu
    Journal of Software Engineering, 2015, 9 (01): : 77 - 86
  • [37] Optimal Layout Design of a Satellite Module Using a Coevolutionary Method with Heuristic Rules
    Huo, Jun-Zhou
    Teng, Hong-Fei
    JOURNAL OF AEROSPACE ENGINEERING, 2009, 22 (02) : 101 - 111
  • [38] An effective co-evolutionary particle swarm optimization for constrained engineering design problems
    He, Qie
    Wang, Ling
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2007, 20 (01) : 89 - 99
  • [39] Robust PID controller design using co-evolutionary particle swarm optimization
    Zhang, Jianming
    Xu, Zhicheng
    Wang, Shuqing
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 1831 - 1836
  • [40] Co-Evolutionary Multi-Objective Multidisciplinary Design Optimization for Hypersonic Vehicles
    Zhang, D.
    Tang, S.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL APPLICATIONS (CISIA 2015), 2015, 18 : 784 - 787