Generic STADIUM is a software shell which can provide design of experiment (DOE) capabilities to almost any simulator. This paper discusses enhancements to the first version of Generic STADIUM to add a more intuitive and interactive user interface, to increase design of experiment capabilities and to automate optimization techniques. Representations of the graphical user interface and information about the automated optimization capabilities are presented. Introduction: