An improved PSO algorithm based on particle exploration for function optimization and the modeling of chaotic systems.
Debao ChenJing ChenHao JiangFeng ZouTundong LiuPublished in: Soft Comput. (2015)
Keyphrases
- pso algorithm
- function optimization
- particle swarm optimization
- ant colony optimization
- inertia weight
- particle swarm optimization pso
- global optimization
- particle swarm optimization algorithm
- particle swarm optimisation
- evolutionary algorithm
- chaotic systems
- convergence speed
- genetic algorithm
- mutation operator
- multi objective
- particle swarm
- clonal selection algorithm
- search capabilities
- standard particle swarm optimization
- premature convergence
- learning problems
- adaptive control
- hybrid algorithm
- initial conditions
- metaheuristic
- neural network
- pid controller
- differential evolution
- optimization algorithm
- dynamic programming
- support vector