The use of both Genetic Algorithms and Linier programming to solvethe general problem of communication system design is considered.The network synthesis problem is known to be NP-complete and thecombinatorial nature of it lends itself to genetic algorithms rather thanconventional mathematical programming approaches. Once a networktopology is established, linier programming can be used to optimizenetwork flows to satisfy specified origin-destination demands.Keywords: Network Design, Genetic Algorithms
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