Synthetic test data generation using recurrent neural networks: a position paper.

Razieh Behjati Erik Arisholm Margrethe M. Bedregal Chao Tan

Published 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