Adaptive population tuning scheme for differential evolution.
Wu ZhuYang TangJian-An FangWenbing ZhangPublished in: Inf. Sci. (2013)
Keyphrases
- differential evolution
- mutation operator
- evolutionary algorithm
- initial population
- differential evolution algorithm
- test functions
- opposition based learning
- evolution process
- optimization algorithm
- convergence speed
- particle swarm optimization
- genetic algorithm
- premature convergence
- constrained optimization problems
- evolutionary strategy
- parameter optimization
- optimization method
- particle swarm optimization pso
- hybrid algorithm
- function optimization problems
- selection operator
- population diversity
- direct search
- numerical optimization problems
- evolutionary programming
- crossover operator
- evolution strategy
- global optimization problems
- biogeography based optimization
- crossover rate
- multi objective optimization problems
- function optimization
- population size
- multi objective optimization
- evolutionary process
- real coded
- harmony search
- numerical optimization
- artificial bee colony
- multi objective
- fitness landscape
- multi objective evolutionary algorithms
- step size
- parameter settings
- global optimization
- evolutionary computation
- genetic algorithm ga
- artificial neural networks