COMPARATIVE EVALUATION OF GENETIC ALGORITHM AND MEMETIC ALGORITHM FOR OPTIMAL TOPOLOGY DESIGN OF COMPUTER NETWORKS
dc.contributor.author | Oladele, R. O. | |
dc.contributor.author | Oladele, O. T. | |
dc.date.accessioned | 2019-04-15T08:00:59Z | |
dc.date.available | 2019-04-15T08:00:59Z | |
dc.date.issued | 2014 | |
dc.description.abstract | Network topology design problem can be formulated as a combinatorial optimization problem. In this paper, a comparative evaluation of genetic algorithm and memetic algorithm is presented with a view to investigating their performance for network design problem. Results from various computation experiments reveal that MA is able to produce better results in term of quality but at a higher computation time. In addition, for a problem instance of small size such as 10-node network design problem GA can produce better solution but at a higher computational time. | en_US |
dc.identifier.uri | http://hdl.handle.net/123456789/1755 | |
dc.language.iso | en | en_US |
dc.publisher | Nigeria Computer Society | en_US |
dc.subject | Memetic Algorithm | en_US |
dc.subject | Local search | en_US |
dc.subject | Genetic Algorithm | en_US |
dc.subject | Optimization | en_US |
dc.subject | Network | en_US |
dc.title | COMPARATIVE EVALUATION OF GENETIC ALGORITHM AND MEMETIC ALGORITHM FOR OPTIMAL TOPOLOGY DESIGN OF COMPUTER NETWORKS | en_US |
dc.type | Article | en_US |
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