Comparison of Differential Evolution and Particle Swarm Optimization for the optimization of a PI cascade control.
Karin ZielinskiMatthias JoostRainer LaurBernd OrlikPublished in: IEEE Congress on Evolutionary Computation (2008)
Keyphrases
- differential evolution
- particle swarm optimization
- optimization method
- optimization algorithm
- evolution strategy
- global optimization
- particle swarm
- parameter optimization
- global optimization problems
- evolutionary algorithm
- real coded
- convergence speed
- multi objective
- pso algorithm
- differential evolution algorithm
- harmony search
- evolutionary strategy
- test functions
- power flow
- particle swarm optimization pso
- mutation operator
- hybrid algorithm
- global search
- particle swarm optimization algorithm
- evolutionary programming
- optimization process
- genetic algorithm
- direct search
- premature convergence
- constrained optimization problems
- control system
- multi objective optimization
- function optimization
- metaheuristic
- ant colony optimization
- optimization methods
- optimization problems
- control parameters
- swarm intelligence
- solving global optimization problems
- population diversity
- multi objective problems
- ant colony algorithm
- numerical optimization
- control method
- multi objective evolutionary algorithms
- numerical optimization problems
- inertia weight
- artificial bee colony
- fitness function
- combinatorial optimization
- function optimization problems
- initial population