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    曹旭阳

    • 副教授     硕士生导师
    • 性别:男
    • 毕业院校:北京科技大学
    • 学位:博士
    • 在职信息:在职
    • 所在单位:机械工程学院
    • 学科:机械设计及理论 工程力学
    • 办公地点:机械工程学院东楼404
    • 联系方式:QQ:42556210 WEIXIN:caoxuyang786500
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    A Cooperative Co-evolutionary Multi-Agent System for Multi-objective Layout Optimization of Satellite Module

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    论文类型:会议论文

    第一作者:Zhang, Zihui

    合写作者:Sun, Xueyan,Hou, Luyang,Chen, Wang,Shi, Yanjun,Cao, Xuyang

    发表时间:2017-01-01

    发表刊物:2017 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC)

    收录刊物:SCIE、EI、CPCI-S、Scopus

    卷号:2017-January

    页面范围:147-151

    摘要:we herein propose a new collaborative framework, called cooperative co-evolutionary multi-agent system(CCEMAS), for solving multi-objective layout optimization problems. Every agent in CCEMAS is encoded as a multi-objective cooperative co-evolutionary strategy, including an algorithm and its setting. In the iterative procedure, the strategies will evolve along with the evolution of the agent team, and use different algorithms and settings during different stages of problem solving. A multi-objective optimization of satellite module is solved to validate the method and obtain the Pareto optimal solutions. Finally, the evolution process of multi-objective cooperative co-evolutionary strategies in agents is analyzed for constructing new multi-objective cooperative co-evolutionary algorithms for this problem in the future.