Incorporating unsupervised machine learning technique on genetic algorithm for test case optimization.
Maragatha ValliKanmani SelvaduraiPublished in: Int. Arab J. Inf. Technol. (2018)
Keyphrases
- test cases
- machine learning
- genetic algorithm
- test data
- test case selection
- optimization method
- real coded
- regression testing
- test data generation
- test suite
- black box
- supervised learning
- test suite reduction
- test generation
- software testing
- immune genetic algorithm
- unsupervised learning
- optimization algorithm
- test sequences
- test case generation
- supervised classification
- evolution strategy
- learning algorithm
- artificial intelligence
- optimization problems
- fitness function
- semi supervised
- evolutionary algorithm
- global search
- multi objective
- set of test cases
- number of test cases
- object oriented
- multi population
- decision trees
- feature selection
- integration testing
- metaheuristic
- genetic algorithm ga
- life cycle