可满足模ode

Sicun Gao, Soonho Kong, E. Clarke
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引用次数: 95

摘要

我们研究了包含常微分方程的实数上的SMT问题。它们对于实际混合系统和嵌入式软件的形式化验证非常重要。我们开发了纯存在量化的SMT公式的δ完备算法,以及其普遍量化仅限于时间变量的∃∀公式。我们演示了算法的可扩展性,正如在我们的开源求解器dReal中实现的那样,在具有数百个非线性ode和变量的SMT基准测试中。
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Satisfiability modulo ODEs
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 δ-complete algorithms for SMT formulas that are purely existentially quantified, as well as ∃∀-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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