A Genetic Algorithm Approach for Dynamic Routing of ATM Newworks

Asynchronous Transfer Mode (ATM) is widely used in telecommunications systems to send data, video and voice at a very high speed. In ATM network the Quality of Service (QoS) is an important consideration. This paper deals with dynamic routing algorithm for homogeneous ATM networks. In this work Gene...

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Bibliographic Details
Published in:Paradigm (Ghāziabād, India) India), 2005-01, Vol.9 (1), p.86-92
Main Authors: Routray, Susmi, Mohan Sherry, Arun, Reddy, B.V.R.
Format: Article
Language:English
Subjects:
Asynchronous transfer mode
Bandwidths
Genetic algorithms
High speed
Local area networks
Quality of service architectures
Telecommunications systems
Teleconferencing
Online Access:Get full text
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Summary:Asynchronous Transfer Mode (ATM) is widely used in telecommunications systems to send data, video and voice at a very high speed. In ATM network the Quality of Service (QoS) is an important consideration. This paper deals with dynamic routing algorithm for homogeneous ATM networks. In this work Genetic Algorithm(GA) is used to find out best possible Virtual Path(VP) keeping in mind the QoS. We propose a new initialization technique for solving the dynamic routing problem with GA which improves the efficiency of GA and optimizes the bandwidth. The optimized bandwidth could mean that some attractive business applications such as high speed LAN interconnection, teleconferencing, would become feasible or more available to business users. We have also performed a comparative study of the selection mechanisms and listed the best selection mechanism.
ISSN:0971-8907
2394-6083
DOI:10.1177/0971890720050113