Boosting ant colony optimization via solution prediction and machine learning.
Yuan SunSheng WangYunzhuang ShenXiaodong LiAndreas T. ErnstMichael KirleyPublished in: Comput. Oper. Res. (2022)
Keyphrases
- ant colony optimization
- machine learning
- aco algorithm
- metaheuristic
- ant colony
- swarm intelligence
- traveling salesman problem
- ant colony optimization algorithm
- ant colony algorithm
- learning algorithm
- particle swarm optimization
- combinatorial optimization problems
- aco algorithms
- bi objective
- nature inspired
- ant colonies
- ant colony optimisation
- evolutionary strategy
- genetic algorithm
- pheromone trails
- hybrid algorithm
- feature selection
- prediction accuracy
- particle swarm optimization pso
- decision trees
- nature inspired algorithms
- function optimization
- quadratic assignment problem
- solution space
- optimal solution
- artificial ants
- metaheuristic algorithms
- neural network
- minimum spanning tree
- ensemble methods
- prediction model
- global optimization
- optimization method
- tabu search
- optimization problems
- computational intelligence
- search space
- artificial intelligence