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Dantzig–Wolfe decomposition for the design of filterless optical networks
Journal of Optical Communications and Networking ( IF 5.0 ) Pub Date : 2021-09-15 , DOI: 10.1364/jocn.424415
Brigitte Jaumard 1 , Yan Wang 1 , David Coudert 2
Affiliation  

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.

中文翻译:

用于无滤波器光网络设计的 Dantzig-Wolfe 分解

无滤波器光网络使用具有相干光学的无源分路器和合路器,在数字域中提供波长选择,同时在节点之间形成无源光纤树拓扑。在这项研究中,我们研究了无滤波器光网络的优化设计,同时最大限度地减少了所需波长的数量。我们提出了一个 Dantzig-Wolfe 分解模型,其中每个子问题旨在生成一个潜在的无滤波器光学子网络,具有有向树拓扑结构。主问题然后选择子网的最佳组合。数值实验表明,与之前的工作相比,性能有了显着的提升,将之前的计算结果减少了 2 到 10 倍,具体取决于数据实例的大小。
更新日期:2021-09-17
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