Measuring the curse of dimensionality and its effects on particle swarm optimization and differential evolution.
Stephen ChenJames MontgomeryAntonio Bolufé RöhlerPublished in: Appl. Intell. (2015)
Keyphrases
- differential evolution
- particle swarm optimization
- pso algorithm
- convergence speed
- differential evolution algorithm
- test functions
- particle swarm optimization pso
- particle swarm
- multi objective
- global optimization
- mutation operator
- hybrid algorithm
- optimization algorithm
- multi objective optimization
- evolutionary algorithm
- evolutionary programming
- particle swarm optimization algorithm
- premature convergence
- optimization method
- numerical optimization problems
- genetic algorithm
- constrained optimization problems
- evolution strategy
- parameter optimization
- adaptive differential evolution
- global optimization problems
- global search
- swarm intelligence
- ant colony optimization
- neural network
- function optimization problems
- solving global optimization problems
- biogeography based optimization
- population diversity
- evolutionary strategy
- particle swarm optimizer
- opposition based learning
- multi objective evolutionary algorithms
- harmony search
- real coded
- multi objective problems
- optimization problems
- initial population
- crossover operator