Co-Buchi Barrier Certificates for Discrete-time Dynamical Systems (2311.07695v1)

Abstract: Barrier certificates provide functional overapproximations for the reachable set of dynamical systems and provide inductive guarantees on the safe evolution of the system. Formally a barrier certificate is a real-valued function over the state set that is required to be non-positive for the initial states, positive over the set of unsafe states and nonincreasing along the state transitions. These conditions together provide an inductive argument that the system will not reach an unsafe state even once as the barrier certificate remains non-positive for all reachable states. In the automata-theoretic approach to verification, a key query is to determine whether the system visits a given predicate over the states finitely often, typically resulting from the complement of the traditional Buchi acceptance condition. This paper proposes a barrier certificate approach to answer such queries by developing a notion of co-Buchi barrier certificates (CBBCs) that generalize classic barrier certificates to ensure that the traces of a system visit a given predicate a fixed number of times. Our notion of CBBC is inspired from bounded synthesis paradigm to LTL realizability, where the LTL specifications are converted to safety automata via universal co-Buchi automata with a bound on final state visitations provided as a hyperparameter. Our application of CBBCs in verification is analogous in nature: we fix a bound and search for a suitable barrier certificate, increasing the bound if no suitable function can be found. We then use these CBBCs to verify our system against properties specified by co-Buchi automata and demonstrate their effectiveness via some case studies. We also show that the present approach strictly generalizes performant barrier certificate based approaches that rely on cutting the paths of the automata that start from an initial state and reach some accepting states.