ANN-based Optimization of Probabilistic and Geometric Shaping for Flexible Rate 50G and beyond PON.
Shuang YaoAmitkumar MahadevanYannick LefevreNoriaki KanedaVincent HoutsmaDoutje T. van VeenPublished in: OFC (2022)
Keyphrases
- artificial neural networks
- optimization problems
- optimization algorithm
- bayesian networks
- probabilistic reasoning
- probabilistic model
- global optimization
- geometric constraints
- posterior probability
- neural network
- uncertain data
- generative model
- constrained optimization
- optimization procedure
- data streams
- optimization model
- optimal design