A Supervised Machine Learning Approach for the Vehicle Routing Problem.
Sebastian AmmonFrank PhillipsonRui Jorge AlmeidaPublished in: ICORES (2024)
Keyphrases
- supervised machine learning
- vehicle routing problem
- metaheuristic
- routing problem
- tabu search
- manually annotated
- vehicle routing
- benchmark problems
- vehicle routing problem with time windows
- traveling salesman problem
- supervised learning
- travel time
- hybrid metaheuristic
- knapsack problem
- np hard
- particle swarm optimization
- multi depot
- combinatorial optimization
- active learning
- search strategies
- ground truth
- optimization problems
- simulated annealing
- search algorithm
- variable neighborhood search
- pick up and delivery
- data sets
- scheduling problem
- data structure
- high quality
- genetic algorithm
- machine learning