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对于统计间歇性现象的碎形几何模型.

Walid Tarraf1,2, Diogo Queiros-Condé2, Patrick Ribeiro2

  • 1Laboratory of Research in Industrial Eco-Innovation and Energetic (LR2E), Ecole Supérieure d'Ingénieurs ECAM-EPMI, 13 Bd de l'Hautil, 95000 Cergy, France.

Entropy (Basel, Switzerland)
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概括

这项研究引入了一个间歇性的几何模型,用热皮肤理论来验证它. 碎形模型成功地描述了多尺度动力学和可逆性效率,为这个理论概念提供了新的可视化.

关键词:
集群集成是指集群集成.复杂的系统复杂的系统.热性皮肤理论间歇性 间歇性 间歇性多尺度碎形几何学多尺度碎形几何学非线性动力学的非线性动态尺度的度.统计物理学的统计物理.这就是流,流.

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科学领域:

  • * * 物理学 物理
  • * 数学 是一个学科.
  • * 分形几何学 分形几何学

背景情况:

  • *间歇性是一种理论概念,缺乏几何可视化.
  • *以前的方法没有利用间歇性的简单几何模型.

研究的目的:

  • * 提出一种新的间歇性的几何模型.
  • *为了验证模型使用热皮肤理论来描述间歇性的能力.
  • * 分析间歇性的碎形性质及其与同质流模型的偏差.

主要方法:

  • * 开发一个类似于坎托尔形状的2D点集群几何模型.
  • * 应用热皮肤理论来分析多尺度动态.
  • *通过统计和几何分析计算可逆性效率 (γ).
  • * 利用扩展的自我相似性 (E.S.S.) 用于模型分析.

主要成果:

  • *使用热皮肤理论对几何模型的概念验证.
  • * 通过多尺度动态,合体和顶峰波动来充分描述间歇性.
  • * 统计 (γstat) 和几何 (γgeo) 可逆性效率值等同,误差较低.
  • * 识别间歇性作为偏离Kolmogorov在流中的同质性假设.

结论:

  • * 拟议的分形模型提供了间歇性的几何解释.
  • *热皮肤理论有效地描述了拟议的间歇性模型的多尺度动态.
  • *通过可逆性效率和E.S.S.S.验证模型的有效性. 支持其在理解间歇性的实用性.