Optimizing the Parameters of an Evolutionary Algorithm for Fuzzing and Test Data Generation.
Ralf GerlichChristian R. PrausePublished in: ICST Workshops (2020)
Keyphrases
- evolutionary algorithm
- test data generation
- fitness function
- evolutionary strategy
- optimization problems
- test cases
- genetic programming
- search based testing
- symbolic execution
- function optimization
- simulated annealing algorithm
- differential evolution
- multi objective
- evolutionary computation
- simulated annealing
- multi objective optimization
- database systems
- test generation
- training set
- development process
- software testing
- feature space
- artificial intelligence
- neural network
- databases
- test case generation
- database