Lightweight Multi-Objective and Many-Objective Problem Formulations for Evolutionary Neural Architecture Search with the Training-Free Performance Metric Synaptic Flow.
An VoTan Ngoc PhamVan Bich NguyenNgoc Hoang LuongPublished in: Informatica (Slovenia) (2023)
Keyphrases
- lightweight
- multi objective
- neural architecture
- feed forward
- multiple objectives
- genetic algorithm
- conflicting objectives
- multi layer perceptron
- search algorithm
- optimization algorithm
- multi objective evolutionary algorithms
- multi objective optimization
- neural network
- evolutionary algorithm
- neural nets
- particle swarm optimization
- supervised learning
- search space
- training examples
- basis functions
- general purpose
- artificial neural networks
- communication infrastructure