Research on Tabu Search applied in off-line MPLS layout design problem

Yong-liang Hu, Rong-qin Chen
{"title":"Research on Tabu Search applied in off-line MPLS layout design problem","authors":"Yong-liang Hu, Rong-qin Chen","doi":"10.1109/IASP.2009.5054577","DOIUrl":null,"url":null,"abstract":"There are two kinds of layout designs in Multi-Protocol Label Switch network:on-line and off-line. To perform traffic engineering based on a given topological structure and Qos requirement of the network, the layout design must be carried out to serach an optimal link set and to make the flow distribution. One advantage of off-line MPLS layout design is to allow a globally optimal network design. To obtain the optimal MPLS layout, namely, to minimize the link set of LSP and to allocate flow hereinafter is designated as MPSFAP (Minimum Path Set and Flow Allocation Problem). It is diffcult to get an exact solution to MPSFAP because it is a mixed-integer nonlinear multi-depot problem. Here, we propose a heuristic algorithm based on tabu search to solve the problem. The simulation result shows that the approximate solutions of our algorithm are close to the exact ones.","PeriodicalId":143959,"journal":{"name":"2009 International Conference on Image Analysis and Signal Processing","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 International Conference on Image Analysis and Signal Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IASP.2009.5054577","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

There are two kinds of layout designs in Multi-Protocol Label Switch network:on-line and off-line. To perform traffic engineering based on a given topological structure and Qos requirement of the network, the layout design must be carried out to serach an optimal link set and to make the flow distribution. One advantage of off-line MPLS layout design is to allow a globally optimal network design. To obtain the optimal MPLS layout, namely, to minimize the link set of LSP and to allocate flow hereinafter is designated as MPSFAP (Minimum Path Set and Flow Allocation Problem). It is diffcult to get an exact solution to MPSFAP because it is a mixed-integer nonlinear multi-depot problem. Here, we propose a heuristic algorithm based on tabu search to solve the problem. The simulation result shows that the approximate solutions of our algorithm are close to the exact ones.
禁忌搜索在MPLS离线布局设计中的应用研究
多协议标签交换网络有在线和离线两种布局设计。在给定网络拓扑结构和Qos要求下进行流量工程,必须进行布局设计,以搜索最优的链路集并进行流量分配。脱机MPLS布局设计的一个优点是允许全局最优的网络设计。为了获得MPLS的最优布局,即使LSP的链路集最小并分配流量,下文将其称为MPSFAP (Minimum Path set and flow Allocation Problem)。由于MPSFAP是一个混合整数非线性多库问题,很难得到精确解。本文提出了一种基于禁忌搜索的启发式算法来解决这一问题。仿真结果表明,该算法的近似解与精确解较为接近。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信