Drops on surface optimization (DSO): A new reinforcement learning based metaheuristic algorithm for virtual network functions placement in distributed cloud architectures.
Marzieh MohammadiSeyed Ahmad MotamediSaeed SharifianPublished in: Comput. Networks (2022)
Keyphrases
- metaheuristic
- simulated annealing
- optimization algorithm
- combinatorial optimization
- ant colony optimization
- optimization problems
- learning algorithm
- reinforcement learning
- optimization method
- harmony search
- search space
- objective function
- optimal solution
- continuous optimization
- cost function
- solution space
- neural network
- hybrid algorithm
- evolutionary algorithm
- hybrid algorithms
- threshold accepting
- scatter search
- genetic algorithm
- model free
- benchmark problems
- knapsack problem
- tabu search
- dynamic programming
- vehicle routing problem
- max min
- particle swarm optimization
- multi objective
- guided local search