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Solving the Static Manycast RWA Problem in Optical Networks Using Evolutionary Programming

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Intelligent Computing Theories and Application (ICIC 2016)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 9772))

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Abstract

The Static RWA (Routing and Wavelength Assignment) problem in Optical Networks is a combinatorial optimization problem fit to iterative search methods. In this article we further investigate the static manycast RWA problem in optical networks and solve it using an evolutionary programming (EP) strategy such that the number of the manycast requests established for a given number of wavelengths is maximized. The proposed algorithm solves, approximately, the wavelength assignment problem while a backtracking approach is used to solve the routing issue. We present the details of our proposed algorithm and compare it to another metaheuristic named genetic algorithm (GA). EP shows a 24 % improvement over GA.

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Correspondence to Jiawei Luo or Fouad Kharroubi .

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Zakouni, A., Luo, J., Kharroubi, F. (2016). Solving the Static Manycast RWA Problem in Optical Networks Using Evolutionary Programming. In: Huang, DS., Jo, KH. (eds) Intelligent Computing Theories and Application. ICIC 2016. Lecture Notes in Computer Science(), vol 9772. Springer, Cham. https://doi.org/10.1007/978-3-319-42294-7_12

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  • DOI: https://doi.org/10.1007/978-3-319-42294-7_12

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  • Publisher Name: Springer, Cham

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  • Online ISBN: 978-3-319-42294-7

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