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Satisfiability Modulo ODEs

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arxiv 1310.8278 v1 pith:R63HFCIV submitted 2013-10-30 cs.LO cs.SYeess.SY

classification cs.LOcs.SYeess.SY
keywords algorithmsformulasodesvariablesbenchmarkscontainingdelta-completedemonstrate
verification ladder T0 review T1 audit T2 compute T3 formal
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We study SMT problems over the reals containing ordinary differential equations. They are important for formal verification of realistic hybrid systems and embedded software. We develop delta-complete algorithms for SMT formulas that are purely existentially quantified, as well as exists-forall formulas whose universal quantification is restricted to the time variables. We demonstrate scalability of the algorithms, as implemented in our open-source solver dReal, on SMT benchmarks with several hundred nonlinear ODEs and variables.

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