Boosting Ant Colony Optimization via Solution Prediction and Machine Learning.
Yuan SunSheng WangYunzhuang ShenXiaodong LiAndreas T. ErnstMichael KirleyPublished in: CoRR (2020)
Keyphrases
- ant colony optimization
- machine learning
- aco algorithm
- metaheuristic
- ant colony
- swarm intelligence
- ant colony algorithm
- traveling salesman problem
- nature inspired
- particle swarm optimization
- prediction accuracy
- ant colony optimization algorithm
- feature selection
- pheromone trails
- ant colony optimisation
- ant colonies
- learning algorithm
- combinatorial optimization problems
- function optimization
- bi objective
- optimal solution
- hybrid algorithm
- evolutionary strategy
- artificial ants
- foraging behavior
- aco algorithms
- solution space
- simulated annealing
- solution quality
- combinatorial optimization
- mathematical model
- optimization problems
- artificial intelligence
- metaheuristic algorithms
- global optimization
- particle swarm optimization pso
- learning problems
- quadratic assignment problem
- optimisation algorithm
- search algorithm
- decision trees
- genetic algorithm