Random convergence analysis of particle swarm optimization algorithm with time-varying attractor.
Jun LiuXiaoning MaXin LiMin LiuTianyun ShiPing LiPublished in: Swarm Evol. Comput. (2021)
Keyphrases
- particle swarm optimization algorithm
- convergence analysis
- global convergence
- convergence speed
- particle swarm
- particle swarm optimization
- convergence rate
- pso algorithm
- inertia weight
- global search
- optimality conditions
- fixed point
- multilevel thresholding
- dynamical systems
- differential evolution
- learning rate
- approximation methods
- machine learning
- swarm intelligence
- genetic algorithm