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引入加速算子的遗传算法

张站立 李祖枢 但远宏 谭智 郝艳伟

重庆理工大学学报(自然科学版)2011,Vol.25Issue(5):82-89,8.
重庆理工大学学报(自然科学版)2011,Vol.25Issue(5):82-89,8.

引入加速算子的遗传算法

Genetic Algorithm Introduced in Accelerating Operator

张站立 1李祖枢 1但远宏 1谭智 1郝艳伟1

作者信息

  • 1. 重庆理工大学,计算机科学与工程学院,重庆,400054
  • 折叠

摘要

Abstract

The paper discussed a new genetic evolution algorithm,and its basic thought is that the accelerating operator is introduced into the traditional genetic algorithm. With aid of binary search algorithm, the accelerating operator combined with corresponding variable step length strategy,and combined the accelerating collaborative operator which owns strong local search ability with crossover and mutation operators which have strong global search ability, and it formed a sort of new genetic evolution algorithm. Through optimizing computation for multiple test functions, the results show that the proposed new algorithm is proved in rapidity and effectiveness.

关键词

遗传算法/加速算子/梯度/折半查找

Key words

genetic algorithms/ accelerating operator/ gradient/ binary search algorithm

分类

信息技术与安全科学

引用本文复制引用

张站立,李祖枢,但远宏,谭智,郝艳伟..引入加速算子的遗传算法[J].重庆理工大学学报(自然科学版),2011,25(5):82-89,8.

基金项目

国家自然科学基金资助项目(60574076) (60574076)

重庆市自然科学基金资助项目(2009BB3233,2009BB3386) (2009BB3233,2009BB3386)

重庆理工大学学报(自然科学版)

OACSTPCD

1674-8425

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