Reducing state space of code
What is the way to reduce the state space of the code during model checking?
Expert
One way to dramatically reduce the state space of this code during model checking is to:
A) Replace the time variables with non-deterministic choices (e.g., a simple integer whose value can becontrolled by the model checker and possibly kept to a restricted range), and
B) ?Replace all time comparisons with a simple non-deterministic Boolean choice.
The problem with doing this across the entire program is that it may involve modifications to many parts of the code—everywhere the corresponding variable has been used or referenced. This is a time-consuming task for realistic systems and is error-prone.
LURCH (Menzies et al. 2004) uses random search to explore a state machine’s state space. Because the search is random, it gives no guarantee that the state space has been exhaustively explored, so LURCH cannot be used for verification. However,
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