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