Reachability Problems for Continuous Linear Dynamical Systems (Invited Talk)

Abstract

This talk is about reachability problems for continuous-time linear
dynamical systems. A central decision problem in the area is the
Continuous Skolem Problem. In particular, this problem lies at the heart of several reachability questions in continuous-time Markov chains and linear hybrid automata.  

We describe some recent work, done in collaboration with Chonev and Ouaknine, that uses results in transcendence theory and real algebraic geometry to obtain decidability for certain variants of the problem. In particular, we consider a bounded version of the Continuous Skolem Problem, corresponding to time-bounded reachability. We prove decidability of the bounded problem assuming Schanuel's conjecture, a central conjecture in transcendence theory.  We also describe some partial decidability results in the unbounded case in the case of functions satisfying differential equations of fixed low order.

Finally, we give evidence of significant mathematical obstacles to
proving decidability of the Continuous Skolem Problem in full
generality by exhibiting some number-theoretic consequences of the
existence of a decision procedure for this problem.