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