Selecting meta-heuristics for solving vehicle routing problems with time windows via meta-learning.
Andrés Eduardo Gutiérrez-RodríguezSantiago E. Conant-PablosJosé Carlos Ortiz-BaylissHugo Terashima-MarínPublished in: Expert Syst. Appl. (2019)
Keyphrases
- meta learning
- metaheuristic
- combinatorial optimization
- learning tasks
- simulated annealing
- inductive learning
- vehicle routing problem
- vehicle routing
- ant colony optimization
- optimization problems
- model selection
- vehicle routing problems with time windows
- tabu search
- machine learning algorithms
- optimal solution
- suboptimal solutions
- genetic algorithm
- search methods
- decision trees
- hybrid algorithm
- machine learning
- metamodel
- search space
- traveling salesman problem
- knapsack problem
- knowledge acquisition
- training data
- reinforcement learning
- optimization method
- feature selection
- constraint satisfaction
- base classifiers
- learning algorithm
- learning process