Application of a Genetic Algorithm with Social Interaction to Search Based Testing

Genetic Algorithms are widely used in the Search Based Testing field [1] and in this work, a variation of the Genetic Algorithm with Social Interaction [2] is implemented and applied to the problem of generating software test data. This algorithm is shown to be robust and comparable to the state-of-the-art, having a greater population diversity while converging faster to the global optimal solution.