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论文类型：会议论文

第一作者：Huo Junzhou

合写作者：Shi Yanjun,Teng Hongfei

发表时间：2006-01-01

收录刊物：CPCI-S

页面范围：230-235

摘要：The satellite module layout problem belongs to the constrained multi-objective optimization problem. Taking the layout design of an international commercial communication satellite as a background, a human-guided genetic algorithm for the satellite module layout problem is proposed, in which a new selection strategy is adopted based on the Deb's constrained-domination principle and the engineering requirements, then in order to combine the respective strengths of human and computers, a heuristic artificial individuals adding rule is proposed to add the artificial individuals into population to operate with the algorithm individuals to guide the whole optimization process. The experimental results show that the human-guided genetic algorithm is superior to the GALib on computational precision, efficiency and stability.