Particle Swarm Optimization or Differential Evolution - A comparison.
Adam P. PiotrowskiJaroslaw J. NapiorkowskiAgnieszka E. PiotrowskaPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- differential evolution
- particle swarm optimization
- convergence speed
- evolutionary algorithm
- pso algorithm
- differential evolution algorithm
- test functions
- particle swarm optimization pso
- multi objective
- particle swarm
- optimization algorithm
- mutation operator
- particle swarm optimization algorithm
- hybrid algorithm
- optimization method
- global optimization problems
- global optimization
- multi objective optimization
- swarm intelligence
- function optimization problems
- direct search
- evolutionary programming
- genetic algorithm
- particle swarm optimizer
- numerical optimization problems
- premature convergence
- evolutionary strategy
- constrained optimization problems
- evolution strategy
- global search
- ant colony optimization
- real coded
- metaheuristic
- solving global optimization problems
- inertia weight
- initial population
- crossover operator
- artificial bee colony
- harmony search
- pid controller
- nsga ii
- opposition based learning
- optimization problems
- artificial neural networks