现代电子技术2016，Vol.39Issue(7)：15-18,4.DOI:10.16652/j.issn.1004-373x.2016.07.004
基于关联规则引导遗传算法的高可靠性无线网络拓扑设计
Design of high reliability wireless network topology based on association rules guiding genetic algorithm
摘要
Abstract
The nodes and route failure in wireless network may result in the punitive network cost,which is an important performance index of the wireless network. A design algorithm of high reliability wireless network topology based on association rules guiding genetic algorithm is proposed to avoid the cost. The Monte Carlo simulator is used to simulate the network as the graph structure,and then Apriori algorithm is used to extract the association rules of the simulator data,finally the extracted as⁃sociation rules are used to guide the mutation and crossover operation of the genetic algorithm,and search the optimal network topology structure. The simulation experiment results show that the proposed algorithm can obtain perfect network performance and convergence rate for multi⁃network scale,and has good practicability.关键词
关联规则/遗传算法/无线网络拓扑/演化算法/收敛速度Key words
association rule/genetic algorithm/wireless network topology/evolutionary algorithm/convergence rate分类
信息技术与安全科学引用本文复制引用
童立君..基于关联规则引导遗传算法的高可靠性无线网络拓扑设计[J].现代电子技术,2016,39(7):15-18,4.基金项目
江西省自然科学基金项目 （）
