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Parallel SMT-Based Parameter Synthesis with Application to Piecewise Multi-Affine Systems

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BENEŠ Nikola BRIM Luboš DEMKO Martin PASTVA Samuel ŠAFRÁNEK David

Rok publikování 2016
Druh Článek ve sborníku
Konference Automated Technology for Verification and Analysis. ATVA 2016
Fakulta / Pracoviště MU

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Citace
Doi http://dx.doi.org/10.1007/978-3-319-46520-3_13
Obor Informatika
Klíčová slova model checking; satisfiability modulo theories; Computational Tree Logic; dynamical systems; distributed algorithms
Popis We propose a novel scalable parallel algorithm for synthesis of interdependent parameters from CTL specifications for non-linear dynamical systems. The method employs a symbolic representation of sets of parameter valuations in terms of the first-order theory of the reals. To demonstrate its practicability, we apply the method to a class of piecewise multi-affine dynamical systems representing dynamics of biological systems with complex non-linear behaviour.
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