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GECCO
2007
Springer

Multiobjective network design for realistic traffic models

9 years 3 months ago
Multiobjective network design for realistic traffic models
Network topology design problems find application in several real life scenarios. However, most designs in the past either optimize for a single criterion like delay or assume simplistic traffic models like Poisson. Such assumptions make the solutions inapplicable in the practical world. In this paper, we formulate and solve a multiobjective network topology design problem for a realistic Internet traffic model which is assumed to be self similar. We optimize for the average packet delivery delay and network layout cost to construct realistic network topologies. We present a multiobjective evolutionary algorithm (MOEA) to obtain the diverse near-optimal network topologies. For fair comparison, we design a multiobjective deterministic heuristic based on branch exchange
Nilanjan Banerjee, Rajeev Kumar
Added 16 Aug 2010
Updated 16 Aug 2010
Type Conference
Year 2007
Where GECCO
Authors Nilanjan Banerjee, Rajeev Kumar
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