Guiding the Search Towards Failure-Inducing Test Inputs Using Support Vector Machines

Lev Sorokin, Niklas Kerscher

In this paper, we present NSGA-II-SVM (Non-dominated Sorting Genetic Algorithm with Support Vector Machine Guidance), a novel learnable evolutionary and search-based testing algori…