Multi-Objective White-Box Test Input Selection for Deep Neural Network Model Enhancement.
Hongjing GuoChuanqi TaoZhiqiu HuangPublished in: ISSRE (2023)
Keyphrases
- neural network model
- multi objective
- input variables
- white box
- neural network
- black box
- artificial neural networks
- multi objective optimization
- evolutionary algorithm
- bp neural network
- network architecture
- using artificial neural networks
- optimization algorithm
- test cases
- multilayer perceptron
- back propagation neural network
- objective function
- genetic algorithm
- rbf neural network
- particle swarm optimization
- input data
- growing neural gas
- multiple objectives
- neural models
- connection weights
- test data
- dynamic characteristics
- training data
- high dimensional input data
- conflicting objectives
- case study
- optimization problems
- source code
- data sets