Improved particle swarm optimization algorithm based on grouping and its application in hyperparameter optimization.
Jianjun ZhanJun TangQingtao PanHao LiPublished in: Soft Comput. (2023)
Keyphrases
- particle swarm optimization algorithm
- improved pso algorithm
- particle swarm
- global search
- particle swarm optimization
- estimation of distribution algorithms
- evolution strategy
- convergence speed
- pso algorithm
- global optimization
- inertia weight
- multilevel thresholding
- optimization algorithm
- test functions
- particle swarm optimisation
- optimization method
- quantum particle swarm optimization
- differential evolution
- optimization problems
- optimisation problems
- wavelet neural network
- fitness values
- artificial bee colony algorithm
- artificial neural networks
- global convergence
- faster convergence
- premature convergence
- model selection
- neural network
- constrained optimization
- swarm intelligence