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复杂约束条件下卫星观测多目标获取优化算法

章登义 张传功 蔡波

计算机应用与软件2017,Vol.34Issue(6):242-249,8.
计算机应用与软件2017,Vol.34Issue(6):242-249,8.DOI:10.3969/j.issn.1000-386x.2017.06.044

复杂约束条件下卫星观测多目标获取优化算法

MULTI-OBJECTIVE ACQUISITION OPTIMIZATION ALGORITHM FOR SATELLITE OBSERVATION UNDER COMPLICATED CONSTRAINTS

章登义 1张传功 1蔡波1

作者信息

  • 1. 武汉大学计算机学院 湖北 武汉 430072
  • 折叠

摘要

Abstract

Under the condition of complex constraints, satellite of multi-objective acquisition efficiency becomes the hot issue in the field of satellite observational studies.In this paper, a multi-objective acquisition optimization algorithm based on greedy method is proposed under practical and complex constraints.The method is based on sensor constraint model to visually screen multi-objective.Then, the method which based on satellite side swing constraint model can get accessible incompatible target set for the visual object classification.Finally, this method uses energy constraint model of greedy optimization algorithm to obtain the optimal target access path.The experimental results show that the actual complex constraint conditions, this algorithm can get more targets under the condition of minimum energy consumption and this algorithm''s efficiency is better than ant colony algorithm and genetic algorithm.

关键词

复杂约束/贪婪方法/多目标获取/互斥目标集合/访问路径

Key words

Complex constraint/Greedy method/Multi-objective acquisition/Incompatible goals set/Access path

分类

信息技术与安全科学

引用本文复制引用

章登义,张传功,蔡波..复杂约束条件下卫星观测多目标获取优化算法[J].计算机应用与软件,2017,34(6):242-249,8.

基金项目

国家自然科学基金项目(41301409) (41301409)

国家科技支撑计划项目(2012BAH35B02). (2012BAH35B02)

计算机应用与软件

OA北大核心CSTPCD

1000-386X

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