Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem.
Roman SenkerikMichal PluhacekIvan ZelinkaDonald DavendraZuzana Komínková OplatkováPublished in: CISIM (2014)
Keyphrases
- differential evolution
- particle swarm optimization
- particle swarm optimization pso
- pid controller
- pso algorithm
- convergence speed
- evolutionary algorithm
- mutation operator
- test functions
- hybrid algorithm
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization algorithm
- parameter optimization
- premature convergence
- multi objective
- particle swarm
- optimization method
- swarm intelligence
- particle swarm optimizer
- evolutionary programming
- constrained optimization problems
- global optimization problems
- proportional integral derivative
- neural network
- multi objective optimization
- global optimization
- inertia weight
- evolution strategy
- evolutionary strategy
- numerical optimization problems
- multi objective problems
- control method
- control algorithm
- genetic algorithm
- global search
- crossover operator
- artificial bee colony
- ant colony optimization
- evolutionary methods
- metaheuristic
- control system
- function optimization problems
- direct search
- evolutionary computation
- fitness function
- optimisation problems
- artificial neural networks