A Routing Optimization Method for Software-Defined Optical Transport Networks Based on Ensembles and Reinforcement Learning.
Junyan ChenWei XiaoXinmei LiYang ZhengXuefeng HuangDanli HuangMin WangPublished in: Sensors (2022)
Keyphrases
- optimization method
- reinforcement learning
- switched networks
- transport network
- optimization methods
- optimization algorithm
- optimization process
- packet switching
- genetic algorithm
- simulated annealing
- particle swarm
- evolutionary algorithm
- optimization procedure
- differential evolution
- nonlinear optimization
- network topologies
- neural network ensemble
- metaheuristic
- global optimum
- software development
- wavelength division multiplexing
- quality of service
- state space
- dynamic routing
- optical networks
- nelder mead simplex
- wireless ad hoc networks
- shortest path
- ad hoc networks
- network topology
- learning algorithm
- social networks
- multi objective
- quasi newton
- network design
- link failure
- network structure
- interconnection networks
- wdm networks
- optimization problems
- traffic engineering
- network nodes
- optical burst switching