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Genetic Algorithms for Solving Disjoint PathProblem with Proportional Path-Costs

<p>This study was conducted to develop solution algorithms for the edge-disjoint path problem with proportional path-costs in an undirected network with single source-destination pair. Edge-disjoint path problem arises in connectivity analysis, network flow problems, VLSI-design and variety of applications. The complexity of all the variants of the disjoint path problemsis NP-hard. We proposed two genetic algorithms which differ in solution representation.The performance of both algorithms tested on small, medium and large size complete graphs using different cost structures. As a result, genetic algorithm with priority-based encoding is shown to beinefficient, whereas genetic algorithm with variable-length path encoding is shown to be satisfactoryfor finding the edge-disjoint paths with proportional path-costs.<P>

Identiferoai:union.ndltd.org:NCSU/oai:NCSU:etd-20010629-132423
Date02 July 2001
CreatorsÖzçam, Burcu
ContributorsDr. Shu-Cherng Fang, Dr. Henry L. W. Nuttle, Dr. Russell E. King, Advisory Committee
PublisherNCSU
Source SetsNorth Carolina State University
LanguageEnglish
Detected LanguageEnglish
Typetext
Formatapplication/pdf
Sourcehttp://www.lib.ncsu.edu/theses/available/etd-20010629-132423
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