A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification.
Bin WangYanan SunBing XueMengjie ZhangPublished in: CoRR (2018)
Keyphrases
- objective function
- differential evolution
- image classification
- convolutional neural networks
- optimization algorithm
- multi objective
- evolutionary algorithm
- differential evolution algorithm
- convergence speed
- particle swarm optimization
- particle swarm optimization pso
- test functions
- optimization method
- mutation operator
- optimal solution
- constrained optimization problems
- premature convergence
- genetic algorithm
- hybrid algorithm
- convolutional network
- numerical optimization problems
- function optimization problems
- multi objective optimization
- evolution strategy
- particle swarm
- image features
- parameter optimization
- direct search
- harmony search
- feature extraction
- solving global optimization problems
- global optimization problems
- evolutionary programming
- biogeography based optimization
- evolutionary strategy
- adaptive differential evolution
- artificial bee colony
- neural network
- search space
- crossover operator
- real coded
- multiscale
- evolutionary computation