Synthetic test data generation using recurrent neural networks: a position paper.
Razieh BehjatiErik ArisholmMargrethe M. BedregalChao TanPublished in: RAISE@ICSE (2019)
Keyphrases
- recurrent neural networks
- test data generation
- test cases
- search based testing
- simulated annealing algorithm
- symbolic execution
- feed forward
- neural network
- recurrent networks
- artificial neural networks
- software testing
- generation algorithm
- cascade correlation
- test case generation
- reservoir computing
- neural model
- echo state networks
- real world
- test generation
- simulated annealing
- case study
- evolutionary algorithm
- genetic algorithm
- fitness function
- data sets
- nonlinear dynamic systems
- chaotic time series
- multi objective