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A Routing Optimization Method for Software-Defined Optical Transport Networks Based on Ensembles and Reinforcement Learning
Optical transport networks (OTNs) are widely used in backbone- and metro-area transmission networks to increase network transmission capacity. In the OTN, it is particularly crucial to rationally allocate routes and maximize network capacities. By employing deep reinforcement learning (DRL)- and sof...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9654298/ https://www.ncbi.nlm.nih.gov/pubmed/36365836 http://dx.doi.org/10.3390/s22218139 |