灰色蚁群系统求解多目标卫星观测调度问题
CSTR:
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

V474.26

基金项目:

国家高技术研究发展计划资助项目(2005AA735080)


Grey ant colony system for Multi-objective satellites observation scheduling
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    为充分有效的利用地球观测卫星资源,最大限度的满足成像需求并得到高质量的图像,提出了一种灰色蚁群系统多目标优化算法.首先利用区间灰数描述成像任务上空的云量信息;然后考虑了卫星多种成像约束条件,建立了包括成像任务重要性和图像质量的多目标优化模型;最后将灰色理论和蚁群系统结合起来,通过多个种群的区域更新规则和精英保留策略,提高非劣解集的多样性和收敛性.仿真结果表明,提出的灰色蚁群系统可以有效解决卫星多目标成像调度问题。

    Abstract:

    In order to make full use of the resource of earth observation satellites and acquire higher quality scenes,a multi-objective grey ant colony system was proposed.Firstly,the interval grey was used to describe the cloud cover above the area of an imaging task.Then a multi-objective optimization model of the earth observation satellites was built with the consideration of the importance of imaging tasks and their quality.Finally,the grey theory and ant colony system were combined with the rule of updating by region and the spirit strategy to improve the diversity and the convergence of Pareto optimal set.The experimental results show that the proposed system can solve the scheduling problem for multi-objective earth observation satellites effectively.

    参考文献
    相似文献
    引证文献
引用本文

王海波,徐敏强,王日新,李玉庆.灰色蚁群系统求解多目标卫星观测调度问题[J].哈尔滨工业大学学报,2010,42(11):1686. DOI:10.11918/j. issn.0367-6234.2010.11.002

复制
相关视频

分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2012-05-03
  • 出版日期:
文章二维码