PID Tuning Using Differential Evolution With Success-Based Particle Adaptations.
Victor ParqueAlaa KhalifaPublished in: IEEE Access (2023)
Keyphrases
- differential evolution
- evolutionary algorithm
- evolution process
- differential evolution algorithm
- optimization algorithm
- opposition based learning
- convergence speed
- particle swarm optimization
- fractional order
- proportional integral derivative
- test functions
- particle swarm optimization pso
- parameter optimization
- genetic algorithm
- control system
- premature convergence
- mutation operator
- evolution strategy
- constrained optimization problems
- control algorithm
- pid controller
- global optimization problems
- optimization method
- control method
- particle swarm
- function optimization problems
- numerical optimization problems
- initial population
- global optimization
- evolutionary programming
- multi objective optimization
- real coded
- direct search
- solving global optimization problems
- pso algorithm
- biogeography based optimization
- multi objective
- harmony search
- hybrid algorithm
- parameter settings
- crossover operator
- artificial bee colony
- control scheme