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Dynamical properties of a generalized collision rule for multi-particle systems.

机译:多粒子系统广义碰撞规则的动力学性质。

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摘要

The theoretical basis for the Lyapunov exponents of continuous- and discrete-time dynamical systems is developed, with the inclusion of the statement and proof of the Multiplicative Ergodic Theorem of Oseledec. The numerical challenges and algorithms to approximate Lyapunov exponents and vectors are described, with multiple illustrative examples. A novel generalized impulsive collision rule is derived for particle systems interacting pairwise. This collision rule is constructed to address the question of whether or not the quantitative measures of chaos (e.g. Lyapunov exponents and Kolmogorov-Sinai entropy) can be reduced in these systems. Major results from previous studies of hard-disk systems, which interact via elastic collisions, are summarized and used as a framework for the study of the generalized collision rule. Numerical comparisons between the elastic and new generalized rules reveal many qualitatively different features between the two rules. Chaos reduction in the new rule through appropriate parameter choice is demonstrated, but not without affecting the structural properties of the Lyapunov spectra (e.g. symmetry and conjugate-pairing and of the tangent space decomposition (e.g. hyperbolicity and domination of the Oseledec splitting). A novel measure of the degree of domination of the Oseledec splitting is developed for assessing the impact of fluctuations in the local Lyapunov exponents on the observation of coherent structures in perturbation vectors corresponding to slowly growing (or contracting)modes. The qualitatively different features observed between the dynamics of generalized and elastic collisions are discussed in the context of numerical simulations. Source code and complete descriptions for the simulation models used are provided.
机译:建立了连续时间和离散时间动力系统的Lyapunov指数的理论基础,其中包括Oseledec乘性遍历定理的陈述和证明。描述了近似Lyapunov指数和向量的数值挑战和算法,并附有多个说明性示例。对于成对相互作用的粒子系统,推导了一种新颖的广义冲撞碰撞规则。构造该碰撞规则是为了解决在这些系统中是否可以减少混沌的定量度量(例如Lyapunov指数和Kolmogorov-Sinai熵)的问题。总结了以前通过弹性碰撞进行交互的硬盘系统研究的主要成果,并将其用作研究广义碰撞规则的框架。弹性规则与新的广义规则之间的数值比较揭示了两个规则之间在质量上有许多不同的特征。通过适当的参数选择,证明了新规则中的混沌减少,但是并没有影响Lyapunov谱的结构特性(例如对称性和共轭对以及切线空间分解(例如双曲率和Oseledec分裂的支配性)。开发了Oseledec分裂支配度的度量,以评估局部Lyapunov指数波动对观察与缓慢增长(或收缩)模式相对应的摄动向量中相干结构的影响。在数值模拟的背景下讨论了广义碰撞和弹性碰撞,提供了源代码和所用模拟模型的完整描述。

著录项

  • 作者

    Dinius, Joseph.;

  • 作者单位

    The University of Arizona.;

  • 授予单位 The University of Arizona.;
  • 学科 Applied Mathematics.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 296 p.
  • 总页数 296
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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