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基于改进遗传算法的舰载机弹药调度

马登武 郭小威 吕晓峰

计算机工程与应用2012,Vol.48Issue(8):246-248,3.
计算机工程与应用2012,Vol.48Issue(8):246-248,3.DOI:10.3778/j.issn.1002-8331.2012.08.070

基于改进遗传算法的舰载机弹药调度

Modified genetic algorithms for scheduling scheme of carrier-based aircraft ammunition

马登武 1郭小威 1吕晓峰1

作者信息

  • 1. 海军航空工程学院兵器科学与技术系,山东烟台264001
  • 折叠

摘要

Abstract

Scheduling scheme design of carrier-based aircraft ammunition is a NP-hard combinatorial optimization problem because of its equipments and restrictedness. Traditional simple genetic algorithm has deficiencies in global search and convergence speed when solving this kind of problem, and so modified genetic algorithm is brought. Real-coding of subsection is adopted to ensure solutions feasibility. The method of saving elite is adopted and the number of elite and bad ones is regulated adaptively to ensure individuals multiform and enhance constringency speed. The experimental result of emulation indicates that it is superior to find the best scheduling scheme with this algorithm.

关键词

弹药调度/遗传算法/精英保留/自适应

Key words

ammunition scheduling/ Genetic Algorithms(GA)/ elite saving/ self-adaptation

分类

信息技术与安全科学

引用本文复制引用

马登武,郭小威,吕晓峰..基于改进遗传算法的舰载机弹药调度[J].计算机工程与应用,2012,48(8):246-248,3.

计算机工程与应用

OACSCDCSTPCD

1002-8331

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