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Novel evolutionary planning technique for flexible-grid transmission in optical networks

Authors :
Pedro J. Freire
Matheus R. Sena
Antonio Napoli
Raul C. Almeida
L.D. Coelho
Alex Ferreira dos Santos
Source :
Optical Switching and Networking

Abstract

This paper proposes a novel joint resource allocation technique for flexible-grid systems by utilizing non-dominant sort genetic algorithm (NSGA-II) in a multi-objective optimization framework. It pioneers the implementation of an evolutionary mechanism to optimize resources as means of mitigation of physical layer impairments. This investigation initially introduces a proposal in which bandwidth reduction, maximization of the minimum signal-to-noise ratio (SNR) margin, and minimization/maximization of the sum of SNR margins are studied under dual-objective Pareto analysis in the link-level scenario. Later, the technique extends existing provisioning strategies for network planning by targeting the reduction of blocking and spectral utilization of optical connections.

Details

Language :
English
ISSN :
15734277
Volume :
43
Database :
OpenAIRE
Journal :
Optical Switching and Networking
Accession number :
edsair.doi.dedup.....3b55e17fd215beedb88b1949bd31138f
Full Text :
https://doi.org/10.1016/j.osn.2021.100648