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Parallel Computation of Domains of Attraction for Nonlinear Dynamic Systems

机译:非线性动力系统吸引域的并行计算

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In this paper a parallel version of a new approach for investigation of the stability of nonlinear dynamic system swill be presented. It is an extension of an interval arithmetic approach which computes tight approximations for domains of attraction using the Lyapunov stability theory. Unfortunately, the execution time of the serial algorithm grows exponentially with an increase in the number of state space variables, which makes it time-consuming to solve tasks of higher dimensions. We will show that parallelization is a good strategy to overcome this drawback.
机译:在本文中,将提出一种研究非线性动态系统稳定性的新方法的并行版本。它是区间算术方法的扩展,该方法使用Lyapunov稳定性理论计算吸引域的紧密近似。不幸的是,随着状态空间变量数量的增加,串行算法的执行时间呈指数增长,这使得解决高维任务非常耗时。我们将展示并行化是克服此缺点的好策略。

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