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Semialgebraic Invariant Synthesis for the Kannan-Lipton Orbit Problem

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Ouaknine,  Joël
Group J. Ouaknine, Max Planck Institute for Software Systems, Max Planck Society;

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arXiv:1701.02162.pdf
(Preprint), 493KB

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Citation

Fijalkow, N., Ohlmann, P., Ouaknine, J., Pouly, A., & Worrell, J. (2017). Semialgebraic Invariant Synthesis for the Kannan-Lipton Orbit Problem. Retrieved from http://arxiv.org/abs/1701.02162.


Cite as: https://hdl.handle.net/21.11116/0000-0000-EEAD-2
Abstract
The \emph{Orbit Problem} consists of determining, given a linear transformation $A$ on $\mathbb{Q}^d$, 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 \emph{invariants} $\mathcal{P} \subseteq \mathbb{R}^d$, \emph{i.e.}, sets that are stable under $A$ and contain $x$ and not $y$, thereby providing compact and versatile certificates of non-reachability. We show that whether a given instance of the Orbit Problem admits a semialgebraic invariant is decidable, and moreover in positive instances we provide an algorithm to synthesise suitable invariants of polynomial size. It is worth noting that the existence of \emph{semilinear} invariants, on the other hand, is (to the best of our knowledge) not known to be decidable.