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遗传算法在计算机网络可靠度优化计算中的应用
引用本文:刘艳秋,刘君,张颖. 遗传算法在计算机网络可靠度优化计算中的应用[J]. 沈阳工业大学学报, 2006, 28(3): 293-295
作者姓名:刘艳秋  刘君  张颖
作者单位:1. 沈阳工业大学理学院,沈阳,110023
2. 沈阳工业大学研究生学院,沈阳,110023
3. 沈阳工业大学软件学院,沈阳,110023
基金项目:辽宁省自然科学基金资助项目(2002107)
摘    要:在保证提高网络系统可靠度的基础上,降低网络链路成本是计算机网络可靠度优化计算中的重要目标之一.为此,在计算机网络可靠度优化计算时,考虑了计算机网络链路介质成本、网络可靠度数学模型以及模型求解的算法等因素.阐述了遗传算法及其执行过程,并将遗传算法应用于降低网络链路总成本,提高网络可靠度的优化计算之中.仿真结果表明,遗传算法解决了以往传统算法难以解决的网络可靠度优化计算问题,不但加快了计算速度,而且更有效地提高了优化计算效果,具有较好的操作性.

关 键 词:遗传算法  可靠度  计算机网络  优化  仿真
文章编号:1000-1646(2006)03-0293-03
收稿时间:2005-09-12
修稿时间:2005-09-12

Application of genetic-algorithm in computer network reliability optimization calculation
LIU Yan-qiu,LIU Jun,ZHANG Ying. Application of genetic-algorithm in computer network reliability optimization calculation[J]. Journal of Shenyang University of Technology, 2006, 28(3): 293-295
Authors:LIU Yan-qiu  LIU Jun  ZHANG Ying
Affiliation:a. School of Science, b. School of Graduate Student, c. School of Software Engineering, Shenyang University of Technology, Shenyang 110023, China
Abstract:To decrease network link cost is one of the most important paimsrs for computer network(reliability) optimization design.In order to make the network cost minimum,the network link medium cost,mathematics mode of reliability and resolve algorithm must be considered when it is designed.In the paper,we present a genetic algorithm used in optimization calculation for minimizing total link-cost and(increasing) the reliability of the network.Executive procedures of the algorithm are described.The(simulation) results show that genetic algorithm provides a method to resolves the network reliability(optimization) problem which normal(approach) can not resolve.By using the maneuverable algorithm,(optimization) process is accelerated,efficiency is increased.
Keywords:genetic algorithms  reliability  computer network  optimization  simulation
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