Exact analysis of the sampling distribution for the canonical particle swarm optimiser and its convergence during stagnation.
Riccardo PoliDavid S. BroomheadPublished in: GECCO (2007)
Keyphrases
- particle swarm
- premature convergence
- particle swarm optimization
- particle swarm optimization algorithm
- convergence speed
- multi objective
- optimization method
- particle swarm algorithm
- swarm intelligence
- evolutionary algorithm
- data analysis
- global convergence
- optimisation problems
- differential evolution
- optimization methods
- statistical analysis
- particle swarm optimisation
- fitness function
- fuzzy logic
- convergence rate
- expert systems
- artificial intelligence
- neural network