Modified Self-adaptive Strategy for Controlling Parameters in Differential Evolution.
Tam BuiHieu PhamHiroshi HasegawaPublished in: AsiaSim (2) (2012)
Keyphrases
- differential evolution
- evolutionary strategy
- evolutionary algorithm
- parameter optimization
- differential evolution algorithm
- control parameters
- optimization algorithm
- convergence speed
- particle swarm optimization
- test functions
- optimization method
- mutation operator
- constrained optimization problems
- genetic algorithm
- particle swarm optimization pso
- crossover rate
- numerical optimization problems
- premature convergence
- evolution strategy
- global optimization problems
- direct search
- hybrid algorithm
- multi objective optimization
- solving global optimization problems
- particle swarm
- parameter estimation
- function optimization problems
- artificial bee colony
- evolutionary programming
- fitness function
- parameter settings
- maximum likelihood
- genetic programming
- numerical optimization
- initial population
- evolutionary computation
- real coded
- ant colony optimization
- crossover operator