Search-based software testing (SBST) is now a mature area, with numerous techniques developed to tackle the increasingly challenging task of software testing. SBST techniques have shown promising results and have been successfully applied in industry to automatically generate test cases for large and complex software systems. Their effectiveness, however, has been shown to be problem dependent.