Synthetic Test Data Generation Using Recurrent Neural Networks: A Position Paper.
Razieh BehjatiErik ArisholmChao TanMargrethe M. BedregalPublished in: CoRR (2024)
Keyphrases
- recurrent neural networks
- test data generation
- search based testing
- test cases
- simulated annealing algorithm
- symbolic execution
- feed forward
- test case generation
- software testing
- neural network
- artificial neural networks
- neural model
- recurrent networks
- reservoir computing
- echo state networks
- fitness function
- cascade correlation
- real world
- nonlinear dynamic systems
- test generation
- generation algorithm
- test data
- expert systems
- search algorithm
- open source
- test set
- genetic algorithm ga