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Parallel Genetic Algorithm for Solving the Multilayer Survivable Optical Network Design Problem

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Advances in Computer Science and its Applications

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 279))

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Abstract

We study the multilayer survivable optical network design problem.Given an undirected graph G1 = (V1, E1), a complete undirected and weighted graph G2 = (V2, E2, c) and a set of customers’ demands. The goal is to design connections based on customers’ demands with the smallest network cost to protect the network against all failures. This paper focuses on implementing a Parallel Genetic Algorithm (PGA) for solving multilayer optical network, called MSONDP. The experimental results on real world and random instances are reported to show the efficiency of proposed algorithm comparing to the GAMSONDP in term of minimize the network cost and especially running time.

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References

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Binh, H.T.T., Tung, N.X. (2014). Parallel Genetic Algorithm for Solving the Multilayer Survivable Optical Network Design Problem. In: Jeong, H., S. Obaidat, M., Yen, N., Park, J. (eds) Advances in Computer Science and its Applications. Lecture Notes in Electrical Engineering, vol 279. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-41674-3_48

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  • DOI: https://doi.org/10.1007/978-3-642-41674-3_48

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-41673-6

  • Online ISBN: 978-3-642-41674-3

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