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确定性的遗传算法

熊仲宇 丁运亮

南京航空航天大学学报2001,Vol.33Issue(1):27-32,6.
南京航空航天大学学报2001,Vol.33Issue(1):27-32,6.

确定性的遗传算法

Deterministic Genetic Algorithm

熊仲宇 1丁运亮1

作者信息

  • 1. 南京航空航天大学航空宇航学院
  • 折叠

摘要

Abstract

In order to improve the convergence-speed of ordinary genetic algorithm,this paper takes deterministic crossover and deterministic mutation strategy;at the same time anew operator——Hamming-decreasor is proposed for one binary encoding being translated into another one quickly,between which Hamming distance is large while their value is very closing.Based on these,a new kind of genetic algorithm——deterministic genetic algorithm is constructed.The preliminary numeric testing shows that the new algorithm is very efficient and robust.

关键词

遗传算法/交叉/变异/确定性

分类

信息技术与安全科学

引用本文复制引用

熊仲宇,丁运亮..确定性的遗传算法[J].南京航空航天大学学报,2001,33(1):27-32,6.

南京航空航天大学学报

OA北大核心CSCD

1005-2615

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