分形维数

Л. Жихарев, L. Zhikharev
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引用次数: 8

摘要

分形最重要的特征之一是它的维数。一般来说,这个值的数学定义有几种选择,但通常是根据对象的维数来理解它对空间的填充程度。要区分空间的维度和群体的维度。Segment、square和cube是维度为1、2和3的物体,它们可以在各自的空间中:直线、平面或三维空间。分形可以有分数维数。根据Bernois Mandelbrot的定义,这个分数维数应该小于分形的拓扑维数。Abram Samoilovich Bezikovich(1891-1970)是第一个基于Felix Hausdorff(1868-1942)论点的数学结论的作者,并允许确定群体的分数维数。bezzikovich - Hausdorff维度是通过由统一元素覆盖的群体来确定的。在实践中,使用闵可夫斯基维数来确定分形的分数维数更为方便。也有计算闵可夫斯基维数的数值方法。在本研究中,测试了分数维数确定的各种方法,定义了新分形的维数。提出了广义的维数概念,确定了维数对分形参数的依赖关系和分形集结构的解释。实现了分形结构对其维数影响的实验依赖的推广和一般规律的确定。为了可视化三维几何结构,使用三维建模软件(COMPASS、Inventor和SolidWorks)中开发的计算机模型和经验假设的简单证据,在Wolfram Mathematica等数学软件包中进行计算。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fractal Dimensionalities
One of the most important characteristics of a fractal is its dimensionality. In general, there are several options for mathematical definition of this value, but usually under the object dimensionality is understood the degree of space filling by it. It is necessary to distinguish the dimensionality of space and the dimension of multitude. Segment, square and cube are objects with dimensionality 1, 2 and 3, which can be in respective spaces: on a straight line, plane or in a 3D space. Fractals can have a fractional dimensionality. By definition, proposed by Bernois Mandelbrot, this fractional dimensionality should be less than the fractal’s topological dimension. Abram Samoilovich Bezikovich (1891–1970) was the author of first mathematical conclusions based on Felix Hausdorff (1868–1942) arguments and allowing determine the fractional dimensionality of multitudes. Bezikovich – Hausdorff dimensionality is determined through the multitude covering by unity elements. In practice, it is more convenient to use Minkowsky dimensionality for determining the fractional dimensionalities of fractals. There are also numerical methods for Minkowsky dimensionality calculation. In this study various approaches for fractional dimensionality determining are tested, dimensionalities of new fractals are defined. A broader view on the concept of dimensionality is proposed, its dependence on fractal parameters and interpretation of fractal sets’ structure are determined. An attempt for generalization of experimental dependences and determination of general regularities for fractals structure influence on their dimensionality is realized. For visualization of three-dimensional geometrical constructions, and plain evidence of empirical hypotheses were used computer models developed in the software for three-dimensional modeling (COMPASS, Inventor and SolidWorks), calculations were carried out in mathematical packages such as Wolfram Mathematica.
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