Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows.
Léo BatyKai JungelPatrick S. KleinAxel ParmentierMaximilian SchifferPublished in: CoRR (2023)
Keyphrases
- combinatorial optimization
- vehicle routing problem with time windows
- vehicle routing problem
- exact algorithms
- machine learning
- mathematical programming
- metaheuristic
- traveling salesman problem
- waste collection
- combinatorial optimization problems
- simulated annealing
- branch and bound
- column generation
- multi depot
- branch and bound algorithm
- benchmark problems
- routing problem
- combinatorial problems
- memetic algorithm
- optimization problems
- integer program
- valid inequalities
- travel time
- evolutionary algorithm
- neural network
- path relinking
- knapsack problem
- exact solution
- computational complexity
- learning algorithm