Guidelines for the Computational Testing of Machine Learning approaches to Vehicle Routing Problems.
Luca AccorsiAndrea LodiDaniele VigoPublished in: CoRR (2021)
Keyphrases
- machine learning approaches
- vehicle routing problem
- machine learning methods
- vehicle routing problem with time windows
- machine learning algorithms
- machine learning
- metaheuristic
- waste collection
- neighborhood search
- machine learning models
- benchmark instances
- multi depot
- routing problem
- traveling salesman problem
- tabu search
- benchmark problems
- data mining methods
- learning algorithm
- test instances
- neural network
- constraint satisfaction
- np hard
- search space
- variable neighborhood search
- search algorithm
- guided local search