数学成像中的对称和对称变换

Yifeng Wang
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引用次数: 0

摘要

文章深入探讨了对称性与数学成像之间错综复杂的关系,涉及多个数学学科。对称是数学中根深蒂固的概念,它体现在艺术、自然和物理学中,为理解复杂结构提供了强有力的工具。本文通过具体的数学表达方式,探讨了反射、旋转和平移三种类型的对称。埃瓦里斯特-伽罗瓦群论(Evariste Galoiss Group Theory)是一个关键工具,它为理解和分类对称运算(尤其是多项式方程的根)提供了一个形式框架。伽罗瓦理论是现代代数的基石,它将对称性、排列和方程的可解性联系在一起。群论在密码学、物理学和编码理论中都有实际应用。索菲斯-李通过《李群理论》将群理论扩展到连续空间,为研究连续对称性提供了一个强大的框架。李群应用于机器人学和控制理论,简化了变换的表示。Benoit Mandelbrots 在 20 世纪末提出的分形几何学为理解复杂的自相似形状提供了一个数学框架。分形几何的应用范围从计算机制图到金融建模。对称性的实际应用扩展到数据可视化和密码学。文章最后强调了对称性在物理、化学、计算机制图等领域的基础性作用。加深对对称性的理解不仅能丰富各科学学科的视角,还能促进跨学科合作,揭示自然界和设计世界中隐藏的秩序和结构。对对称性的探索有望在数学与不同研究领域的交汇点上带来持续的发现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Symmetry and symmetric transformations in mathematical imaging
The article delves into the intricate relationship between symmetry and mathematical imaging, spanning various mathematical disciplines. Symmetry, a concept deeply ingrained in mathematics, manifests in art, nature, and physics, providing a powerful tool for understanding complex structures. The paper explores three types of symmetriesreflection, rotational, and translationalexemplified through concrete mathematical expressions. Evariste Galoiss Group Theory emerges as a pivotal tool, providing a formal framework to understand and classify symmetric operations, particularly in the roots of polynomial equations. Galois theory, a cornerstone of modern algebra, connects symmetries, permutations, and solvability of equations. Group theory finds practical applications in cryptography, physics, and coding theory. Sophus Lie extends group theory to continuous spaces with Lie Group Theory, offering a powerful framework for studying continuous symmetries. Lie groups find applications in robotics and control theory, streamlining the representation of transformations. Benoit Mandelbrots fractal geometry, introduced in the late 20th century, provides a mathematical framework for understanding complex, self-similar shapes. The applications of fractal geometry range from computer graphics to financial modeling. Symmetrys practical applications extend to data visualization and cryptography. The article concludes by emphasizing symmetrys foundational role in physics, chemistry, computer graphics, and beyond. A deeper understanding of symmetry not only enriches perspectives across scientific disciplines but also fosters interdisciplinary collaborations, unveiling hidden order and structure in the natural and designed world. The exploration of symmetry promises ongoing discoveries at the intersection of mathematics and diverse fields of study.
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