Optimized Design of Responsive Reconnaissance Satellite Constellation with Hierarchical Genetic Algorithm

摘要：

The mission requirements are analyzed and the optimization model of responsive satellite constellation design which can simultaneously optimize constellation structure and orbit parameters is built. As the number of variables involved in the model is large, classical genetic algorithms will have difficulty in obtaining satisfying results in acceptable time. The bierarchical genetic algorithm is designed to resolve the optimization model. The mutation operators and the crossover operators of the ground layer genetic algorithm are modified. The model and algorithms are validated through a numerical example.

关键词： genetic algorithm satellite constellation optimization arithmetic operators

作者: WU Yu-fei LIAO Yu-rong WANG Dan

作者单位: The Academy of Equipment Command & Technology,Beijing,China

会议类型: 国际会议

会议名称: The 2nd IEEE International Conference on Advanced Computer Control(第二届先进计算机控制国际会议 ICACC 2010)

会议地点: 沈阳

会议语种:英文

页码: 148-152

在线出版日期: 2010-03-27（万方平台首次上网日期，不代表论文的发表时间）