Differential Evolution algorithms applied to Neural Network training suffer from stagnation.
Adam P. PiotrowskiPublished in: Appl. Soft Comput. (2014)
Keyphrases
- differential evolution
- neural network training
- convergence speed
- evolutionary algorithm
- test functions
- particle swarm optimization
- optimization algorithm
- optimization method
- hybrid algorithm
- differential evolution algorithm
- particle swarm optimization pso
- parameter optimization
- evolution strategy
- numerical optimization problems
- global optimization problems
- artificial bee colony
- learning algorithm
- training algorithm
- premature convergence
- optimization methods
- genetic algorithm
- neural network
- crossover operator
- optimization problems
- multi objective
- search space
- machine learning