Machine Learning-Enhanced Ant Colony Optimization for Column Generation.
Hongjie XuYunzhuang ShenYuan SunXiaodong LiPublished in: CoRR (2024)
Keyphrases
- ant colony optimization
- column generation
- machine learning
- metaheuristic
- branch and bound
- swarm intelligence
- traveling salesman problem
- optimal solution
- linear programming
- ant colony
- set partitioning
- linear program
- integer program
- aco algorithm
- combinatorial optimization problems
- ant colony optimization algorithm
- integer programming
- nature inspired
- constraint programming
- mixed integer programming
- exact solution
- vehicle routing problem with time windows
- aco algorithms
- ant colony algorithm
- artificial ants
- particle swarm optimization pso
- particle swarm optimization
- linear programming relaxation
- simulated annealing
- ant colonies
- lagrangian relaxation
- genetic algorithm
- computational intelligence
- learning algorithm
- branch and bound algorithm
- bi objective
- upper bound
- reinforcement learning
- genetic programming
- cost function
- objective function
- foraging behavior