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Robust boundary tracking for reachable sets of nonlinear differential inclusions

机译:鲁棒的边界跟踪,可达到的一组非线性微分包含物

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摘要

The Euler scheme is, to date, the most important numerical method for ordinary differential inclusions because the use of the available higher-order methods is prohibited by their enormous complexity after spatial discretization. Therefore, it makes sense to reassess the Euler scheme and optimize its performance. In the present paper, a considerable reduction of the computational cost is achieved by setting up a numerical method that computes the boundaries instead of the complete reachable sets of the fully discretized Euler scheme from lower-dimensional data only. Rigorous proofs for the propriety of this method are given, and numerical examples illustrate the gain of computational efficiency as well as the robustness of the scheme against changes in the topology of the reachable sets.
机译:迄今为止,Euler方案是用于常微分包含的最重要的数值方法,因为在空间离散化之后,由于它们的巨大复杂性而禁止使用可用的高阶方法。因此,重新评估Euler方案并优化其性能是有意义的。在本文中,通过建立一种数值方法而不是仅从低维数据中完全离散化的Euler方案的完整可达集,可以大大降低计算成本。给出了该方法适当性的严格证明,并通过数值示例说明了计算效率的提高以及该方案针对可到达集合的拓扑变化的鲁棒性。

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