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多目标智能规划算法研究

金琦 蒋敏 宋子健

计算机与数字工程2016,Vol.44Issue(11):2160-2163,2197,5.
计算机与数字工程2016,Vol.44Issue(11):2160-2163,2197,5.DOI:10.3969/j.issn.1672-9722.2016.11.014

多目标智能规划算法研究

Multi-obj ective Intelligent Planning Algorithm

金琦 1蒋敏 1宋子健2

作者信息

  • 1. 火箭军工程大学 西安 710025
  • 2. 66109 部队 北京 100044
  • 折叠

摘要

Abstract

In order to solve the difficult problem of multi-obj ective planning,on the basis of introducing of relevant is-sues,firstly the paper describes multi-obj ective planning methods,then GAPS-MMA (Genetic Algorithm based Pareto Set for Multi-obj ective Mission-planning Algorithm)is completed,the main part of the algorithm,namely computing fitness val-ue and updating Pareto sets are focused on research,and the process of GAPS-MMA is given.Finally,an air vehicle route planning for example is taken,through the comparison for GAPS-MMA and SA (simulated annealing algorithm),the better global optimal solution is gotten by GAPS-MMA.It is proved that GAPS-MMA algorithm is more scientific and reasonable by the example.

关键词

多目标/智能规划/进化算法/GAPS-MMA

Key words

multi-obj ective/intelligent planning/evolutionary algorithm/GAPS-MMA

分类

信息技术与安全科学

引用本文复制引用

金琦,蒋敏,宋子健..多目标智能规划算法研究[J].计算机与数字工程,2016,44(11):2160-2163,2197,5.

计算机与数字工程

OACSTPCD

1672-9722

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