Abstract

Model checking of software programs has two goals: one is the veri cation of correct software. The other is the discovery of errors in faulty software. Some techniques for dealing with the most crucial problem in model checking, the state space explosion problem, concentrate on the rst of these goals. In this paper we present an array of heuristic model checking techniques for combating the state space explosion when searching for errors. Previous work on this topic has mostly focused on property-speci c heuristics closely related to particular kinds of errors. We present structural heuristics that attempt to explore the structure (branching structure, thread inter-dependency structure, abstraction structure) of a program in a manner intended to expose errors eciently. Experimental results show the utility of this class of heuristics. In contrast to these very general heuristics, we also present very lightweight techniques for introducing program-speci c heuristic guidance. 1

Citations