Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art.
Maryam Karimi MamaghanMehrdad MohammadiPatrick MeyerAmir Mohammad Karimi-MamaghanEl-Ghazali TalbiPublished in: Eur. J. Oper. Res. (2022)
Keyphrases
- metaheuristic
- machine learning
- combinatorial optimization problems
- combinatorial problems
- tabu search
- simulated annealing
- optimization problems
- ant colony optimization
- search space
- optimal solution
- combinatorial optimization
- scatter search
- genetic algorithm
- path relinking
- search methods
- vehicle routing problem
- particle swarm optimization
- optimization method
- web services
- service providers
- benchmark instances
- learning algorithm
- nature inspired
- feature selection
- computational intelligence
- knapsack problem
- scheduling problem
- specific problems
- suboptimal solutions
- set of benchmark instances