Searching for structural bias in particle swarm optimization and differential evolution algorithms.
Adam P. PiotrowskiJaroslaw J. NapiorkowskiPublished in: Swarm Intell. (2016)
Keyphrases
- differential evolution
- particle swarm optimization
- test functions
- hybrid algorithm
- global optimization problems
- evolutionary algorithm
- optimization algorithm
- pso algorithm
- convergence speed
- multi objective problems
- optimization method
- particle swarm optimization pso
- differential evolution algorithm
- opposition based learning
- parameter optimization
- numerical optimization
- premature convergence
- evolutionary programming
- artificial bee colony
- particle swarm optimization algorithm
- multi objective
- particle swarm
- evolutionary strategy
- genetic algorithm
- global optimization
- evolution strategy
- numerical optimization problems
- multi objective optimization
- mutation operator
- constrained optimization problems
- adaptive differential evolution
- learning algorithm
- solving global optimization problems
- artificial immune system
- global search
- ant colony optimization
- test problems
- convergence rate
- swarm intelligence
- optimization problems
- neural network