Comparative Analysis of Four Prominent Ant Colony Optimization Variants: Ant System, Rank-Based Ant System, Max-Min Ant System, and Ant Colony System.
Ahmed Mohamed AbdelmoatyIbrahim I. IbrahimPublished in: CoRR (2024)
Keyphrases
- ant colony optimization
- comparative analysis
- traveling salesman problem
- aco algorithm
- metaheuristic
- ant colony
- swarm intelligence
- particle swarm optimization
- artificial ants
- ant colony optimization algorithm
- combinatorial optimization problems
- ant colony algorithm
- nature inspired
- aco algorithms
- function optimization
- semi quantitative
- ant colonies
- genetic algorithm
- hybrid algorithm
- metaheuristic algorithms
- particle swarm optimization pso
- evolutionary algorithm
- global optimization
- tabu search
- optimization problems
- optimal solution
- neural network
- nature inspired algorithms
- population based optimization