计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (11): 26-30.

• 博士论坛 • 上一篇    下一篇

基于模糊偏好的多目标成像卫星调度方法研究

王军民,谭跃进   

  1. 国防科技大学 信息系统与管理学院,长沙 410073
  • 收稿日期:2007-12-03 修回日期:2007-12-26 出版日期:2008-04-11 发布日期:2008-04-11
  • 通讯作者: 王军民

Research on multi-objective imaging satellites scheduling techniques based on fuzzy preferences

WANG Jun-min,TAN Yue-jin   

  1. School of Information System and Management,National University of Defense Technology,Changsha 410073,China
  • Received:2007-12-03 Revised:2007-12-26 Online:2008-04-11 Published:2008-04-11
  • Contact: WANG Jun-min

摘要: 不确定条件下的成像卫星调度问题是一个多目标优化问题。借鉴连续函数的鲁棒性优化思想,提出了一种基于邻域的鲁棒性指标,考虑多种约束条件,建立了多目标成像卫星调度模型。在考虑目标间偏好的情况下,提出了一种基于模糊偏好的多目标遗传算法。实例研究表明,该模型和算法能够有效地解决不确定条件下的成像卫星调度问题。

关键词: 成像卫星调度, 多目标优化, 模糊偏好, 不确定性

Abstract: It’s a multi-objective optimization problem for imaging satellite scheduling under uncertainty.A neighborhood-based robustness measure for scheduling is proposed inspired by advances in robust optimization of continuous functions,a multi-objective imaging satellite scheduling model is constructed with many constraints,and a multi-objective genetic algorithm based on fuzzy preferences is put forward.Numerical results indicate that our model and algorithm can solve the imaging satellites scheduling problem under uncertainty effectively.

Key words: imaging satellites scheduling, multi-objective optimization, fuzzy preference, uncertainty