Differential Evolution Based Layer-Wise Weight Pruning for Compressing Deep Neural Networks.
Tao WuXiaoyang LiDeyun ZhouNa LiJiao ShiPublished in: Sensors (2021)
Keyphrases
- differential evolution
- neural network
- genetic algorithm
- multi layer
- evolutionary algorithm
- optimization algorithm
- convergence speed
- particle swarm optimization
- differential evolution algorithm
- test functions
- particle swarm optimization pso
- optimization method
- mutation operator
- synaptic weights
- power flow
- numerical optimization problems
- evolution strategy
- hybrid algorithm
- multi objective optimization
- global optimization problems
- parameter optimization
- fuzzy logic
- search space
- direct search
- constrained optimization problems
- solving global optimization problems
- artificial neural networks
- crossover operator
- multi objective
- evolutionary strategy
- evolutionary programming
- neural network model
- particle swarm
- function optimization problems
- back propagation
- initial population
- particle swarm optimization algorithm
- numerical optimization
- harmony search
- swarm intelligence
- global optimization
- radial basis function
- bp neural network
- nsga ii