Control-theoretic analysis of exploitation and exploration of the PSO algorithm.
Yuji WakasaKanya TanakaYûki NishimuraPublished in: CACSD (2010)
Keyphrases
- theoretic analysis
- pso algorithm
- particle swarm optimization
- search capabilities
- global optimization
- particle swarm optimization pso
- particle swarm optimization algorithm
- convergence speed
- pid regulator
- adaptive particle swarm optimization
- control system
- particle swarm optimisation
- faster convergence
- test functions
- premature convergence
- particle swarm
- evolution process
- swarm intelligence
- disturbance rejection
- hybrid pso
- multi objective
- pid controller
- inertia weight
- differential evolution
- genetic algorithm
- nature inspired
- control strategy
- closed loop
- fuzzy control
- cauchy mutation
- evolutionary algorithm