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我将讨论分形,这种数学领域中美丽且独特的几何对象。它们易于理解,但数学原理复杂,并且广泛存在于自然界中,例如树木、海滩甚至人体。分形的定义是:可以细分为多个部分的几何对象或集合,每个部分都是整体的缩小版,这被称为自相似性。分形的维度通常是非整数,介于传统的一维、二维或三维空间之间。 分形的概念起源早于“分形”一词的出现,其早期研究可以追溯到17世纪数学家对微积分和几何基础的研究。莱布尼茨对递归模式和无限分割的概念很感兴趣,他的工作为分形几何的自相似性原理奠定了基础。19世纪,数学家开始更明确地研究不规则和不可微的形状。魏尔斯特拉斯在1872年创造了一个处处连续但处处不可微的函数,这挑战了传统微积分的局限性。这个函数在每个点上都剧烈震荡,其粗糙程度是传统微积分无法捕捉的。 康托尔集合在1874年被提出,它体现了分形的自相似性特征。科赫雪花是1904年由科赫提出的,是分形的早期几何构造之一,它展示了无限长的边界无法封闭有限面积的悖论。谢尔宾斯基三角形和门格海绵是其他具有自相似性的分形几何图形,它们分别具有零面积和零体积。曼德勃罗集合是使用计算机创建的最著名的分形形状之一,其边界极其复杂且具有自相似性。 所有这些奇特的形状都有一个共同点:它们都涉及到简单的规则被反复迭代,最终产生奇异且反直觉的结果,并且具有自相似性。分形具有分数维,例如科赫雪花的维数介于一维和二维之间。分形广泛存在于自然界中,例如树木的分支、叶脉、人体血管和肺部等。自然界中存在分形是因为重复简单的规则可以创造出复杂的物体,这比创造复杂的规则来创造复杂物体更简单。 海岸线悖论是分形在现实世界中的一个例子,它说明了海岸线的长度取决于测量工具的尺度,并且可以无限增长。海岸线是分形形状,其维度介于1和2之间。海岸线悖论源于理查森在20世纪50年代对地理边界测量的研究。海岸线测量并非理论问题,不同机构对美国海岸线长度的测量结果差异巨大。分形结构广泛存在于自然界中,例如贝壳、西兰花、雪花、松果、河流等。分形是秩序与混沌、简单与复杂之间的桥梁。

Deep Dive

Key Insights

What is the textbook definition of a fractal?

A fractal is a geometric object or set that can be subdivided into parts, each of which is a reduced-scale copy of the whole. This property is known as self-similarity, and fractals often have non-integer dimensions, existing between traditional one-dimensional, two-dimensional, or three-dimensional spaces.

Who were some key historical figures in the development of fractal geometry?

Key figures include Gottfried Wilhelm Leibniz, who explored recursive patterns and infinite division; Carl Weierstrass, who created a continuous but non-differentiable function; Georg Cantor, who introduced the self-similar Cantor set; and Helge von Koch, who developed the Koch snowflake. Later, Benoit Mandelbrot popularized fractals with the Mandelbrot set.

What is the Koch snowflake, and why is it significant?

The Koch snowflake is a fractal shape created by starting with an equilateral triangle and iteratively replacing the middle third of each side with an outward equilateral triangle. It demonstrates that an infinitely long boundary can enclose a finite area, challenging traditional notions of dimension and perimeter.

How do fractals appear in nature?

Fractals are abundant in nature, appearing in structures like tree branches, leaf veins, blood vessels, lungs, clouds, rivers, lightning bolts, and snowflakes. These patterns arise from processes like growth, erosion, and flow dynamics, showcasing nature's use of fractal geometry to create efficient and intricate structures.

What is the coastline paradox, and how does it relate to fractals?

The coastline paradox demonstrates that the length of a coastline is not a fixed measurement but depends on the scale of the measuring tool. As the measuring unit decreases, finer details are captured, making the coastline appear infinitely long. This occurs because coastlines are fractal-like, exhibiting self-similarity and irregularity at every scale.

What is the Mandelbrot set, and why is it famous?

The Mandelbrot set is a famous fractal created by Benoit Mandelbrot in 1980 using complex numbers and iterative formulas. It is known for its intricate, infinitely detailed boundary filled with spirals, swirls, and self-similar shapes. Its beauty and complexity brought fractals to public attention.

Why are fractals important in understanding the natural world?

Fractals help explain the complexity and efficiency of natural structures, such as branching patterns in trees, blood vessels, and lungs. They arise from simple rules repeated over time, making them a powerful tool for modeling and understanding natural processes like growth, erosion, and flow dynamics.

Shownotes Transcript

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Some of the most beautiful things in the world of mathematics are fractals. Fractals are unique geometric objects that are both easy to comprehend and have complicated mathematics. Moreover, fractals are not just a theoretical mathematical construction. Fractals can be found almost everywhere in nature, including trees, beaches, and your own body. Learn more about fractals, what they are, and how they work on this episode of Everything Everywhere Daily. ♪

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Even if you don't know it, you are familiar with fractals. You don't need an advanced degree in mathematics to know and appreciate what fractals are. Fractals are beautiful, important, and can help explain how the natural world works. So, what exactly is a fractal? The textbook definition of a fractal is a geometric object or set that can be subdivided into parts, each of which is a reduced-scale copy of the whole.

This property is known as self-similarity. Fractals often have non-integer dimensions, meaning that they exist somewhere between traditional one-dimensional, two-dimensional, or three-dimensional spaces. The first part of that definition is relatively easy to understand. The second part requires a bit more explanation. The idea of fractals goes well back before the word fractal was ever coined.

The 17th century provided the earliest roots of fractal geometry, although the concept of fractals as we know them today had not yet been developed. During this time, mathematicians were deeply engaged in exploring the foundations of calculus and geometry, which would later serve as a basis for understanding irregular and infinitely detailed structures.

One of the key figures of this area was Gottfried Wilhelm Leibniz, the co-creator of calculus. Leibniz was particularly intrigued by recursive patterns and the idea of infinite division. While studying curves and mathematical structures, he noticed that some shapes appeared to repeat their forms on smaller and smaller scales.

Although he didn't formalize these observations into a theory of fractals, his work on infinitesimal calculus and recursive processes hinted at self-similarity principles fundamental to fractal geometry. The 19th century saw a more explicit shift towards understanding irregular and non-differentiable shapes. In 1872, Carl Weierstrass created a function that was continuous everywhere but differentiable nowhere.

This function appeared to oscillate wildly at every single point, presenting a roughness level that traditional calculus couldn't capture. Let me briefly explain this for those of you who aren't versed in calculus. If a function is continuous, that being if you look at a graph of the function, it simply means that there are no gaps. If you remember back to my episode on calculus, the derivative of a function can be thought of as the slope of a tangent line at any particular point on the function.

However, some points don't have a single tangent line. Imagine a curve that looks like an upside down V. At the very tip of that upside down V, an infinite number of tangent lines can be drawn, so at that point it's called non-differentiable. Weierstrass' function was both continuous and non-differentiable at every single point, which is something that was thought to have been impossible.

Shortly thereafter, in 1874, Georg Cantor introduced a set that exemplified self-similarity, a hallmark of fractals. The Cantor set was constructed by repeatedly removing the middle third of a line segment, leaving behind an infinite number of points arranged in a highly irregular pattern. The late 19th century also saw contributions from mathematicians like Felix Klein and Henri Poincare.

Their work hinted at the chaotic and self-referential behavior that would later be associated with fractal geometry. Poncari, in particular, laid the foundations for chaos theory, which shares deep connections with fractals. Chaos theory may be the subject of a future episode. One of the biggest breakthroughs in the understanding of fractals came in 1904. Helge von Koch introduced the Koch snowflake, one of the first explicit geometric constructions of a fractal.

A Koch snowflake is a geometric shape that's mind-bending, yet not that difficult to understand or even make. Here's a step-by-step guide to creating a Koch snowflake. First, draw an equilateral triangle where all sides are equal and all angles are 60 degrees. This is called the initiator. On each side of the triangle, mark two points that divide the side into three equal segments.

And then on each side, replace that middle segment with an outward equilateral triangle, such that the new peak forms a bump. Take each side of that new shape, now with bumps, and divide that into three equal parts. Replace the middle third with yet another outward equilateral triangle, and repeat this process as many times as desired or mathematically an infinite number of times. With each iteration, the shape becomes more detailed, resembling a snowflake.

Koch demonstrated that an infinitely long boundary couldn't close a finite area. This paradoxical result challenged traditional notions of dimension and perimeter, pushing mathematics to rethink the boundaries of geometry. The Koch snowflake opened the doors to a host of other extremely exotic shapes. The Sierponinski triangle, also known as the Sierponinski sieve, was created in 1915 by the Polish mathematician Wroclaw Sierponinski.

It's a fractal and geometric figure that exhibits self-similarity, meaning that it looks the same at basically every scale. It's constructed by starting with an equilateral triangle and then recursively removing smaller triangles from its structure. To create it, the middle triangle formed by connecting the midpoints of each side is removed from the initial triangle, leaving three smaller equilateral triangles. This process is repeated infinitely for each of the remaining triangles.

What you wind up with is a shape that has zero area. A three-dimensional version of this would be the Menger sponge. The Menger sponge was developed by mathematician Carl Menger in 1926. A Menger sponge starts out as a cube, and in each iteration, the cube's center and each face center are removed, leaving 20 smaller cubes.

This process is then repeated infinitely for all remaining cubes, creating a structure with infinite surface area but zero volume. The most famous fractal shape is probably the Mandelbrot set. It was created by Benoit Mandelbrot in 1980 using computers to visualize patterns in a type of math called complex numbers on which I've done a previous episode. To create the Mandelbrot set you start with a simple formula and then reapply the formula over and over to see what happens.

Mandelbrot used computers to perform these calculations for millions of points and then plotted the results on a graph, coloring the points inside the set black and using vibrant colors to represent points outside the set, depending on how quickly they escaped to infinity. This process revealed the Mandelbrot set's intricate, infinitely detailed boundary full of spirals, swirls, and self-similar shapes. The beauty and complexity of the Mandelbrot set brought fractals to the attention of the public.

What all these oddball shapes have in common is that they involve simple rules that are iterated over and over and over. Do it for an infinite number of times and you end up with bizarre and counterintuitive results. No matter how much you zoom in, everything looks the same, or as it's described, it's self-similar.

The word fractal comes from the fact that these shapes technically have a fractional dimension. The Koch snowflake, for example, lies between a one-dimensional and a two-dimensional shape. The technical dimension of the Koch snowflake is 1.26186. You might now be wondering, is this all just mental games for mathematicians? Is there any point to any of this in the real world? Well, the answer is yes.

Fractals are abundant in nature, appearing in many structures and patterns that exhibit self-similarity and complexity across different scales. A classical example is the branching patterns of trees, where the trunk splits into branches and then each branch further divides into smaller branches, resembling the original structure. Similarly, the veins in leaves show a fractal pattern, with larger veins branching into smaller ones to distribute nutrients efficiently.

The human body contains fractal patterns, such as in blood vessels and lungs. The branching of blood vessels ensures efficient circulation, and the fractal structure of the lungs maximizes surface area for oxygen exchange. Additionally, fractals can be seen in natural growth processes, like the spiral patterns of shells and the arrangement of seeds in a sunflower, which follow fractal-based mathematical principles.

Clouds, rivers, lightning bolts, and snowflakes also display fractal properties, showing that nature uses fractal geometry to create efficient, intricate, and beautiful structures. These patterns arise naturally from processes such as growth, erosion, and flow dynamics, making fractals an essential tool for understanding the natural world's complexity. But why are these mathematical oddities found in nature? The reason is very straightforward.

It requires taking a simple rule and replicating it to create complex objects, which is much more simple than trying to make a complex rule to make something complex. There is one other very real-world example of fractals. It is known as the coastline paradox. The coastline paradox is a phenomenon that demonstrates how the length of a coastline is not a well-defined measurement, no matter how you measure it.

This paradox arises because the measured length of the coastline depends on the scale of the measuring tool or unit used. When measuring with a large unit, such as 100 kilometers, smaller features like bays and inlets are ignored, resulting in a shorter measurement. However, as the measuring unit becomes smaller, finer details of the coastline, such as smaller curves and irregularities are included, causing the measured length to increase.

If the measuring unit continues to decrease in size, capturing even tinier features like rocks and crevices, the total length appears to grow infinitely. You could continue this almost infinitely, or at least to a point where it becomes impossible to measure using physical tools. You could measure around grains of sand, and beyond that, the actual surface of sand grains, and then molecules and atoms.

This happens because coastlines are not smooth straight lines, but irregular fractal-like shapes that exhibit self-similarity. Each segment of a coastline contains smaller and smaller features that resemble the whole, creating an infinitely complex boundary. In mathematical terms, the fractal dimension of a coastline lies between 1 and 2, meaning it occupies a space more complex than a straight line, but less than a two-dimensional area.

The coastline paradox originated from the work of the mathematician Louis Fry Richardson in the 1950s during his studies on the measurement of geographical boundaries and borders. Richardson's research initially focused on political geography, particularly on whether the length of national borders or coastlines influence the likelihood of a conflict between neighboring countries.

His research into the paradox stemmed from the fact that Portugal reported their border with Spain as being 987 kilometers or 613 miles. Yet Spain reported their border with Portugal as being 1,214 kilometers or 754 miles. They had very different measurements for the exact same thing, which by definition had to be exactly the same. Coastline measurement is not a theoretical problem.

For example, the Congressional Research Institute, the CIA, and the National Oceanic Atmospheric Administration came up with wildly different answers for the length of the coastline of the United States. The Congressional Research Institute put it at 29,093 miles. The CIA put it at just 19,924 miles. And NOAA put it at 95,471 miles.

You can find fractal-like structures all over if you just look for them. Certain types of seashells, Romanesco broccoli, snowflakes, pine cones, rivers, foam, and many other things all exhibit fractal-like behavior. So, fractals are much more than abstract mathematical constructs. They're vital tools for understanding and modeling the complexity of the real world.

From their fascinating self-similarity to their diverse applications, fractals serve as the bridge between realms of order and chaos, as well as between simplicity and complexity. The executive producer of Everything Everywhere Daily is Charles Daniel. The associate producers are Benji Long and Cameron Kiefer.

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