Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers.
Antoine ProuvostJustin DumouchelleLara ScavuzzoMaxime GasseDidier ChételatAndrea LodiPublished in: CoRR (2020)
Keyphrases
- combinatorial optimization
- machine learning
- combinatorial optimization problems
- traveling salesman problem
- simulated annealing
- combinatorial search
- branch and bound algorithm
- optimization problems
- branch and bound
- metaheuristic
- mathematical programming
- combinatorial problems
- quadratic assignment problem
- hard combinatorial optimization problems
- learning algorithm
- learning tasks
- graph theory
- memetic algorithm
- feature selection
- computer vision
- machine learning algorithms
- single machine scheduling problem
- path relinking
- learning problems
- machine learning methods
- markov random field
- data mining