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Restoration of Dynamical Systems Attractors and Estimation of Their Geometric Characteristics into State-Space

机译:恢复动态系统吸引子和估计它们的几何特征到状态空间

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The theoretical ground of the method for defining a geometric characteristic as minimal attractor embedding dimension m_o on the basis of matrix decomposition for different thapes of dynamical systems is proposed. On the subset of chaotic attractor in Euclidean space R~m a function z(m) is constructed. It defines a measure of topological instability of the attractor when enlarging state space dimension (R~m → R~(m+1)). The value of z(m) changes monotonously when enlarging m, but if m ≥ m_0, then z(m) does not depend on m. The computer confirmation of the theoretical results is presented. The investigation of digital electrocardiosignals using local-topological analysis of chaotic attractor trajectories is carried out.
机译:提出了一种用于将几何特性定义为最小吸引子嵌入尺寸M_O的方法的理论接地,基于矩阵分解的不同灰质的动力系统。在欧几里德空间R〜M中的混沌吸引子子集上,构建了功能Z(M)。当扩大状态空间尺寸时,它定义了吸引子的拓扑稳定性的量度(R〜M→R〜(M + 1))。 z(m)的值在放大m时单调变化,但如果m≥m_0,则z(m)不依赖于m。提出了理论结果的计算机确认。利用混沌吸引子轨迹的局部拓扑分析对数字电磁技术的研究进行了研究。

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