Convergence Analysis of Particle Swarm Optimizer and Its Improved Algorithm Based on Velocity Differential Evolution.
Hongtao YeWenguang LuoZhenqiang LiPublished in: Comput. Intell. Neurosci. (2013)
Keyphrases
- improved algorithm
- differential evolution
- particle swarm optimizer
- convergence analysis
- particle swarm optimization
- global convergence
- convergence speed
- pso algorithm
- particle swarm
- particle swarm optimization pso
- hybrid algorithm
- differential evolution algorithm
- particle swarm optimization algorithm
- constrained optimization problems
- test functions
- multi objective
- mutation operator
- global optimization
- premature convergence
- optimization method
- evolutionary algorithm
- stationary points
- optimization algorithm
- evolution strategy
- genetic algorithm
- swarm intelligence
- ant colony optimization
- metaheuristic
- optimality conditions
- global search
- crossover operator
- inertia weight
- approximation methods
- standard pso
- parameter optimization
- learning rate
- step size
- nsga ii
- computational intelligence
- support vector machine
- search space
- reinforcement learning