How to Evaluate Machine Learning Approaches for Combinatorial Optimization: Application to the Travelling Salesman Problem.
Antoine FrançoisQuentin CappartLouis-Martin RousseauPublished in: CoRR (2019)
Keyphrases
- combinatorial optimization
- machine learning approaches
- quadratic assignment problem
- combinatorial optimization problems
- simulated annealing
- traveling salesman problem
- mathematical programming
- branch and bound
- combinatorial problems
- metaheuristic
- real world
- data mining methods
- machine learning methods
- optimization problems
- branch and bound algorithm
- vehicle routing problem
- neural network
- machine learning algorithms
- knowledge discovery
- data streams
- machine learning
- single machine scheduling problem
- hard combinatorial optimization problems