Using Q-learning Algorithm for Initialization of the GRASP Metaheuristic and Genetic Algorithm.
Francisco Chagas de LimaJorge Dantas de MeloAdrião Duarte Dória NetoPublished in: IJCNN (2007)
Keyphrases
- metaheuristic
- tabu search
- genetic algorithm
- learning algorithm
- simulated annealing
- ant colony optimization
- scatter search
- combinatorial optimization
- path relinking
- optimization problems
- search space
- optimization method
- optimal solution
- vehicle routing problem
- grasp with path relinking
- job shop scheduling problem
- feasible solution
- memetic algorithm
- fitness function
- solution space
- particle swarm optimization
- artificial neural networks
- benchmark instances
- machine learning
- hybrid algorithm
- search procedure
- back propagation
- reinforcement learning
- harmony search
- heuristic methods
- neural network
- iterated local search
- nature inspired
- active learning
- evolutionary algorithm
- variable neighborhood search
- guided local search
- metaheuristic algorithms
- multi start
- lower bound
- evolutionary computation
- ant colony optimisation
- suboptimal solutions
- aco algorithm
- hybrid metaheuristic
- genetic operators