计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (11): 26-30.
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王军民,谭跃进
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WANG Jun-min,TAN Yue-jin
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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
王军民,谭跃进. 基于模糊偏好的多目标成像卫星调度方法研究[J]. 计算机工程与应用, 2008, 44(11): 26-30.
WANG Jun-min,TAN Yue-jin. Research on multi-objective imaging satellites scheduling techniques based on fuzzy preferences[J]. Computer Engineering and Applications, 2008, 44(11): 26-30.
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