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Approximate Reachability for Linear Systems
We describe new techniques to construct, and subsequently refine,
over-approximations of the reachability sets for linear dynamical
systems. Our approach extracts information from eigenvectors to
generate invariants of the system. It can be integrated with the
qualitative abstraction tool~\cite{TiwariKhanna02:HSCC} to generate refined
abstractions of hybrid systems with linear continuous dynamics
and we illustrate this on a collision-avoidance example from
automobile cruise control problem, which was handled completely
automatically by our tool.