Computer Engineering and Applications ›› 2007, Vol. 43 ›› Issue (14): 116-119.

• 网络、通信与安全 • Previous Articles     Next Articles

A Genetic Algorithm with Dual-Structure Code and Adaptive Strategy for Link Enhancement Problem

KaiHua Xu Wei Teng YuHua Liu HaiYan Zhu   

  • Received:2006-09-21 Revised:1900-01-01 Online:2007-05-10 Published:2007-05-10
  • Contact: HaiYan Zhu

基于二重结构编码的遗传算法求解连接增强问题

许凯华 滕 玮 刘玉华 朱海燕   

  1. 华中师范大学 华中师范大学 华中师范大学 华中师范大学
  • 通讯作者: 朱海燕

Abstract: Link enhancement problem is a combinatorial optimization problem, and genetic algorithm is suitable to solve the combinatorial optimization problem. Commonly, the genetic algorithms are adopt one dimension code, this paper adopt the dual-structure code and Adaptive probabilities of crossover and mutation to solve the link enhancement problem. In the Simulation experiment, we compare the performance of dual-structure code genetic algorithm and one dimension code genetic algorithm.

摘要: 连接增强问题是个组合优化问题,遗传算法适合解决组合优化问题,一般的遗传算法都采用一重编码方法,本文采取二重编码方法来解决连接增强问题,采取了自适应方法来调整交叉和变异概率,模拟实验中比较了二重编码遗传算法和一重编码的遗传算法的性能。