Simulink model testing method based on program mutation

Abstract

In order to solve the current problems( expensive testing cost and low efficiency of test case generation) in mutation test for Simulink models,a mutation testing process and an optimized set of mutation operators were proposed for Simulink models based on program mutation according to the current mutation operators for the Simulink models. Experiments show that this set of mutation operators can effectively reduce the generation number of mutation models without prejudice to the mutation score of testing case set,thus it will effectively save the testing cost. Then a search-based test case generation method for Simulink models mutation testing was described. The test case generation problem was transformed into the objective function minimization problem,and the test cases which can kill the mutation models were ultimately obtained through the optimization of objective function by algorithm of simulated annealing. Finally,the application of a typical case for the method verified the correctness and effectiveness.