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Enclosing Temporal Evolution of Dynamical Systems Using Numerical Methods

机译:用数值方法封闭动态系统的时间演变

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Numerical methods are necessary to understand the behaviors of complex hybrid systems used to design control-command systems. Especially, numerical integration methods are heavily used in simulation to compute approximations of the solution of differential equations, including non-linear and stiff solutions. Nevertheless, these methods only produce approximate results and they should not be used in formal verification methods as is. We propose a systematic way to make explicit Runge-Kutta integration method safe with respect to the mathematical solution. As side effect, we can hence compare different integration schemes in order to pick the right one in different situations.
机译:必须了解用于设计用于设计控制命令系统的复杂混合系统的行为的数值方法。特别地,数值积分方法在模拟中大量用来计算微分方程溶液的近似,包括非线性和硬质溶液。然而,这些方法仅产生近似结果,并不应以正式的验证方法使用。我们提出了一种系统的方法来使显式跳动-Kutta集成方法对数学解决方案安全。随着副作用,我们可以比较不同的集成方案,以便在不同情况下挑选正确的集成方案。

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