PSO-X: A Component-Based Framework for the Automatic Design of Particle Swarm Optimization Algorithms.
Christian Leonardo Camacho-VillalónMarco DorigoThomas StützlePublished in: IEEE Trans. Evol. Comput. (2022)
Keyphrases
- particle swarm optimization
- pso algorithm
- hybrid algorithm
- particle swarm optimization algorithm
- particle swarm optimization pso
- particle swarm
- particle swarm optimizer
- multi objective
- data sets
- global optimization
- population based optimization
- computational cost
- case study
- learning algorithm
- design process
- machine learning algorithms
- orders of magnitude
- optimization algorithm
- multilevel thresholding
- theoretical analysis
- computationally efficient
- swarm intelligence
- computational complexity
- optimization methods
- data structure
- shuffled frog leaping algorithm
- standard pso
- evolutionary strategy
- convergence speed
- efficient implementation
- computational efficiency
- semi automatic
- benchmark datasets