关键词: 多层系统, 多目标优化, 多目标协同进化算法, 人机结合, 卫星设备布局优化

Abstract: Aiming at the difficulty for solving Pareto optimal solution of multi-cabin satellite equipment layout with multilayer structure and multi-objective optimization,a multi-objective cooperative differential evolutionary algorithm by human-computer cooperation was proposed based on cooperative co-evolutionary framework.The archive for elite solution set included algorithmic and artificial was established,and three cooperative modes for generating individuals by combining algorithmic and artificial individuals randomly through according to differential evolutionary operator was proposed to apply to human-computer cooperation.In the early iterations,human-computer cooperation was applied in sub-systems to increase the diversity and dispersion of algorithm.In later iterations,human-computer cooperation was applied in system to ensure the convergence of algorithm.The example result showed the better computing performance of the proposed algorithm.

Key words: multilayer structure, multi-objective optimization, multi-objective co-evolutionary algorithm, human-computer cooperation, satellite equipment layout optimization