Optimal storage of combinatorial state spaces

Abstract

Efficiently deciding reachability for model checking problems requires storing the entire state space. We provide an information theoretical lower bound for these storage requirements and demonstrate how it can be reached using a binary tree in combination with a compact hash table. Experiments confirm that the lower bound is reached in practice in a majority of cases, confirming the combinatorial nature of state spaces.