Dantzig–Wolfe decomposition for the design of filterless optical networks
Author(s) -
Brigitte Jaumard,
Yan Wang,
David Coudert
Publication year - 2021
Publication title -
journal of optical communications and networking
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.835
H-Index - 65
eISSN - 1943-0639
pISSN - 1943-0620
DOI - 10.1364/jocn.424415
Subject(s) - communication, networking and broadcast technologies , photonics and electrooptics
Filterless optical networks use passive splitters and combiners with coherent optics, providing wavelength selection in the digital domain, while forming a passive fiber-tree topology between nodes. In this study, we investigate the optimal design of filterless optical networks while minimizing the number of required wavelengths. We propose a Dantzig–Wolfe decomposition model in which each subproblem aims to generate a potential filterless optical subnetwork, with a directed tree topology. The master problem then selects the best combination of subnetworks. Numerical experiments demonstrate significant performance improvement over previous work, reducing previous computational results by a factor of 2 to 10, depending on the size of the data instances.
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