GROM: A generalized routing optimization method with graph neural network and deep reinforcement learning.
Mingjie DingYingya GuoZebo HuangBin LinHuan LuoPublished in: J. Netw. Comput. Appl. (2024)
Keyphrases
- optimization method
- neural network
- reinforcement learning
- genetic algorithm
- optimization algorithm
- optimization methods
- neural network training
- optimization process
- simulated annealing
- differential evolution
- global optimum
- particle swarm
- optimization procedure
- nelder mead simplex
- metaheuristic
- artificial neural networks
- nonlinear optimization
- evolutionary algorithm
- graph structure
- function approximation
- back propagation
- machine learning
- hybrid algorithm
- bp neural network
- neural network model
- directed graph
- optimal policy
- routing protocol
- state space
- multi objective
- search algorithm
- function approximators
- optimization strategy
- markov decision processes
- learning algorithm