Complete Semialgebraic Invariant Synthesis for the Kannan-Lipton Orbit Problem

Nathanaël Fijalkow (1) , Pierre Ohlmann (2) , Joël Ouaknine (3) , Amaury Pouly (2) , James Worrell (4)

1 CNRS - Centre National de la Recherche Scientifique
2 IRIF (UMR_8243) - Institut de Recherche en Informatique Fondamentale
3 MPI-SWS - Max Planck Institute for Software Systems
4 Department of Computer Science [Oxford]

The Orbit Problem consists of determining, given a matrix A on Q d , together with vectors x and y, whether the orbit of x under repeated applications of A can ever reach y. This problem was famously shown to be decidable by Kannan and Lipton in the 1980s. In this paper, we are concerned with the problem of synthesising suitable invariants P ⊆ R d , i.e., sets that are stable under A and contain x but not y, thereby providing compact and versatile certificates of non-reachability. We show that whether a given instance of the Orbit Problem admits a semialge-braic invariant is decidable, and moreover in positive instances we provide an algorithm to synthesise suitable succinct invariants of polynomial size. Fijalkow et al Our results imply that the class of closed semialgebraic invariants is closure-complete: there exists a closed semialgebraic invariant if and only if y is not in the topological closure of the orbit of x under A.

Mots clés: Verification; algebraic computation; Skolem Problem; Orbit Problem; invariants

Domaines: Informatique et théorie des jeux [cs.GT]

Nathanaël Fijalkow, Pierre Ohlmann, Joël Ouaknine, Amaury Pouly, James Worrell. Complete Semialgebraic Invariant Synthesis for the Kannan-Lipton Orbit Problem. Theory of Computing Systems, 2019, 63 (5), pp.1027-1048. ⟨10.1007/s00224-019-09913-3⟩. ⟨hal-02503357⟩