Topological design of local-area networks using genetic algorithms
IEEE/ACM Transactions on Networking (TON)
Genetic Algorithms Plus Data Structures Equals Evolution Programs
Genetic Algorithms Plus Data Structures Equals Evolution Programs
ISCC '97 Proceedings of the 2nd IEEE Symposium on Computers and Communications (ISCC '97)
Synthesis of a communication net
IBM Journal of Research and Development
A genetic algorithm for designing distributed computer networktopologies
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Producing content producers [computer animation]
IEEE Communications Magazine
Automated design of hierarchical intranets
Computer Communications
Topological analysis of packet networks
IEEE Journal on Selected Areas in Communications
Joint optimization of data network design and facility selection
IEEE Journal on Selected Areas in Communications
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This paper presents three topological case studies that are optimized for a family of network technologies, such as ATM switch, Ethernet hub and IP Router. The topological studies are carried out by a custom-built evolutionary software tool that automatically selects, integrates and optimizes network devices into a 3-level network topology. The evolutionary tool searches the discrete design space for minimal 3-level hierarchy topology cost while satisfying the protocol translation and network performance. The experimental results for several network designs indicate the effectiveness of the evolutionary tool in finding good network designs with various technologies in less than 15min.