Adaptive Cauchy Differential Evolution with Strategy Adaptation and Its Application to Training Large-Scale Artificial Neural Networks.
Tae Jong ChoiChang Wook AhnPublished in: BIC-TA (2017)
Keyphrases
- differential evolution
- adaptive differential evolution
- artificial neural networks
- evolutionary programming
- crossover rate
- evolutionary algorithm
- differential evolution algorithm
- evolutionary strategy
- optimization algorithm
- parameter optimization
- convergence speed
- particle swarm optimization
- mutation strategy
- optimization method
- particle swarm optimization pso
- mutation operator
- genetic algorithm
- evolution strategy
- constrained optimization problems
- test functions
- hybrid algorithm
- premature convergence
- numerical optimization problems
- neural network
- function optimization problems
- biogeography based optimization
- multi objective optimization
- solving global optimization problems
- training set
- direct search
- initial population
- radial basis function
- particle swarm
- genetic algorithm ga
- global optimization problems
- crossover operator
- model selection
- nsga ii
- real coded
- computational intelligence
- global optimization
- neural network model