分析离散时间混沌系统的工具:一个简短的教程

J. M. Junior
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摘要

本文的主要目的是向读者介绍离散时间动力系统的分析和表征的基本概念,特别是那些呈现混沌特征的系统。目标任务是基于Takens定理的奇异吸引子重构,重点是嵌入维数和时延的估计。然后,从混沌系统的有界性、非线性、可预测性和对初始条件的敏感性等基本典型性质出发,讨论了混沌系统的表征。本教程有丰富的示例和讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ferramentas para análise de sistemas caóticos de tempo discreto: um breve tutorial
The main goal of the current paper is to present to the reader fundamental concepts on the analysis and characterization of dicrete-time dynamical systems, in particular those presenting chaotic features. The target task is the reconstruction of strange attractors based on Takens’ Theorem, with focus on the estimation of the embedding dimension and delay. Then, the characterization of chaotic systems is discussed from the point of view of elementary typical properties of that kind of dynamical system, such as boundedness, nonlinearity, predictability and sensitivity to initial conditions. The tutorial is rich in examples and discussion.
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