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Integrating Genetic Algorithm with a Tabu Search (GTA) for Network Traffic Scheduling

by R. Thamilselvan, P. Balasubramanie
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 72 - Number 6
Year of Publication: 2013
Authors: R. Thamilselvan, P. Balasubramanie
10.5120/12498-8234

R. Thamilselvan, P. Balasubramanie . Integrating Genetic Algorithm with a Tabu Search (GTA) for Network Traffic Scheduling. International Journal of Computer Applications. 72, 6 ( June 2013), 21-24. DOI=10.5120/12498-8234

@article{ 10.5120/12498-8234,
author = { R. Thamilselvan, P. Balasubramanie },
title = { Integrating Genetic Algorithm with a Tabu Search (GTA) for Network Traffic Scheduling },
journal = { International Journal of Computer Applications },
issue_date = { June 2013 },
volume = { 72 },
number = { 6 },
month = { June },
year = { 2013 },
issn = { 0975-8887 },
pages = { 21-24 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume72/number6/12498-8234/ },
doi = { 10.5120/12498-8234 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:37:13.337503+05:30
%A R. Thamilselvan
%A P. Balasubramanie
%T Integrating Genetic Algorithm with a Tabu Search (GTA) for Network Traffic Scheduling
%J International Journal of Computer Applications
%@ 0975-8887
%V 72
%N 6
%P 21-24
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Routing in networks is the major issue, because the packets may be sent through different topologies. This issue is addressed with the help of the metaheuristic algorithm. In the proposed work the Genetic Algorithm (GA) is integrated with Tabu Search to schedule the packets effectively in computer networks. The initial path is generated by Genetic Algorithm and then it is optimized by Tabu Search (TS) Algorithm. The importance of integration is that, to reduce the size of routing table.

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Index Terms

Computer Science
Information Sciences

Keywords

Genetic Algorithm Tabu Search Routing

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