Improving Automatic Test Case Generation by predicting optimal Fitness Functions

Recently, automating test suite generation is a problem that has drown attention in both industry and academia. One of the tools used to automatically generate test suites is EvoSuite, which is a state-of-the-art tool often used in research. It uses a genetic algorithm, which seeks to maximize certain coverage criteria, such as Branch Coverage...