A self-adaptive strategy for controlling parameters in Differential Evolution.
Omar S. SolimanLam Thu BuiPublished in: IEEE Congress on Evolutionary Computation (2008)
Keyphrases
- differential evolution
- evolutionary strategy
- evolutionary algorithm
- differential evolution algorithm
- parameter optimization
- control parameters
- convergence speed
- optimization algorithm
- test functions
- particle swarm optimization
- mutation operator
- particle swarm optimization pso
- genetic algorithm
- premature convergence
- evolutionary programming
- multi objective optimization
- constrained optimization problems
- evolution strategy
- optimization method
- hybrid algorithm
- numerical optimization problems
- evolutionary computation
- global optimization problems
- function optimization problems
- crossover rate
- initial population
- crossover operator
- real coded
- direct search
- parameter settings
- neural network
- multi objective
- scale factor
- harmony search
- solving global optimization problems
- biogeography based optimization
- artificial bee colony
- maximum likelihood
- parameter values
- constrained optimization