Meta-learning to select the best meta-heuristic for the Traveling Salesman Problem: A comparison of meta-features.
Jorge Y. KandaAndré C. P. L. F. de CarvalhoEduardo R. HruschkaCarlos SoaresPavel BrazdilPublished in: Neurocomputing (2016)
Keyphrases
- traveling salesman problem
- metaheuristic
- ant colony optimization
- meta learning
- combinatorial optimization
- optimization problems
- combinatorial optimization problems
- combinatorial problems
- simulated annealing
- vehicle routing problem
- learning tasks
- tabu search
- traveling salesman
- inductive learning
- benchmark instances
- model selection
- search space
- neural network
- optimization method
- feature space
- scatter search
- evolutionary algorithm
- feature vectors
- optimal solution
- feature selection
- genetic algorithm
- valid inequalities
- particle swarm optimization
- machine learning