Ensemble of parameters in a sinusoidal differential evolution with niching-based population reduction.
Noor H. AwadMostafa Z. AliPonnuthurai N. SuganthanPublished in: Swarm Evol. Comput. (2018)
Keyphrases
- differential evolution
- mutation operator
- evolutionary strategy
- evolutionary algorithm
- parameter optimization
- initial population
- differential evolution algorithm
- optimization algorithm
- convergence speed
- evolution process
- particle swarm optimization
- test functions
- opposition based learning
- particle swarm optimization pso
- optimization method
- hybrid algorithm
- multi objective optimization
- evolutionary programming
- global optimization problems
- evolution strategy
- premature convergence
- numerical optimization problems
- mutation rate
- genetic algorithm
- constrained optimization problems
- particle swarm
- crossover operator
- function optimization problems
- direct search
- evolutionary computation
- parameter estimation
- biogeography based optimization
- scale factor
- function optimization
- pso algorithm
- neural network
- parameter settings
- control parameters
- optimization problems
- solving global optimization problems
- particle swarm optimizer
- particle swarm optimization algorithm
- fitness function
- metaheuristic
- population size
- multi objective evolutionary algorithms