2012년 11월 24일 토요일

A Beautiful Math


By John Tierney

Mandelbrot Set

The rough edges of the black shape in this famous fractal, named the Mandelbrot set, are derived from the equations described in Nova’s program this evening on fractal geometry, “Hunting the Hidden Dimension.” (Art Matrix)
It’s hard enough to make modern mathematics comprehensible in print, so I’m especially impressed to see anyone try to do it on television. Tonight, at 8 p.m. on PBS, Nova is presenting “Hunting the Hidden Dimension,” an hour-long documentary on what it calls a “compelling mathematical detective story,” the discovery of fractal geometry and its resulting applications. Of course, it doesn’t hurt that there are lots of beautiful examples of fractals the natural world ? and the unnatural worlds of “Star Trek” and “Star Wars.”
[UPDATE, Wednesday, Oct. 29] If you missed the show last night, you can watch it by clicking here. You’ll see a beautiful explanation of how patterns of static in phone lines led to the Mandelbrot set pictured above ? and much more. I agree with Xanthippe’s critical verdict on the show: “Brilliant.”
The documentary, produced and directed by Michael Schwarz and Bill Jersey, tells how the mathematician Benoit Mandelbrot became obssessed with “roughness” because so much in nature was not explained by orderly classical shapes like cones and spheres. He developed equations to explain shapes ranging from clouds to broccoli, and the equations turned out to be useful in creating movies, building cell-phone antennas, developing stronger concrete and a myriad of other applications. For instance, as Mandelbrot explains in an interview with Nova:
People living along highways scream about noise, but the flat walls put in place to placate them were very ineffective, because the noise that hit them simply bounced off. Responding to some political pressure, a friend of mine had the brilliant idea that a wall having a fractal surface would be far better because it would absorb the noise. . . . . In raw nature, very few shapes are simple: the pupil, the iris, the moon?with two hands, you can count all the simple shapes of nature. Everything else is rough. But if you look around us, almost everything industrial is very smooth, round, flat, corrugated, and so on. Now that is changing. Engineers everywhere know how to use fractals.
You can create your own version of the Mandelbrot set, the most famous fractal of all. And you don’t even have to solve the equations.




Chapter 1
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Fractal Basics

They're odd-looking shapes you may never have heard of, but they're everywhere around you?the jagged repeating forms called fractals. If you know what to look for, you can find them in the clouds, in mountains, even inside the human body.
running time 11:36
Chapter 2
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The Mandelbrot Set

In 1958, Benoit Mandelbrot begins using computers to explore vexing problems in math. They help him to understand repeating patterns in nature in an entirely new way. He coins the term fractal to describe them and develops the Mandelbrot set in 1980.
running time 9:51
Chapter 3
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On the Defense

Though many colleagues initially scorned Mandelbrot's work, his mesmerizing fractal images launched a popular culture fad. More importantly, his book The Fractal Geometry of Nature explained how his ideas could be applied in the real world. Mandelbrot's ideas inspire an ever-increasing number of applications, including the fractal antenna.
running time 10:40
Chapter 4
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Fractals in the Body

Fractal patterns turn up everywhere in biology, from the irregular rhythm of the heart to basic eye function. The fractal nature of such physiological processes, which obey simple mathematical rules, offers hope of better diagnosis and treatment of problems as well as new insights into how such processes work.
running time 10:15
Chapter 5
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Nature's Fractal Nature

With carbon dioxide levels around the world rising, a team of American scientists travels to a rain forest in Costa Rica. They employ fractal geometry to analyze how much CO2 the rain forest can absorb.
running time 7:52



'A beautiful math'

reviewed by Lewis Dartnel


book cover

A beautiful math: John Nash, game theory, and the modern quest for a code of nature

By Tom Siegfried

Sylvia Nasar told the story of John Nash's troubled life in her book A Beautiful Mind, although probably better known as the film with Russel Crowe. Neither really explored the beauty of Nash's maths, however, and why his advances in game theory were so powerfully important to so many disparate fields of research and earned him a Nobel prize in 1994. Tom Siegfried sets out to address this unbalance in A Beautiful Math. He does so superbly, explaining how Nash did for the biological and social universes what Newton and Einstein accomplished for the physical universe.
Siegfried devotes a healthy proportion of the book placing Nash's contributions into their historical context. He shows the development of economic and evolutionary theories by people like Adam Smith and Charles Darwin, and the growth of research into optimal strategies that operatives can use when interacting with each other, now come to be called game theory. An early result was the proof that in any two-person game where what one   player gains the other loses (a so called zero-sum game, such as chess) it is always possible to find a best strategy for both players (although that best strategy may well involve randomly selecting between different actions each play). But despite this brilliant insight by John von Neumann and others, game theory was still too limited to be meaningfully applied to real-world strategic situations.
The problem is that most real systems, such as social or political manoeuvrings, international relations, or microeconomics, are fabulously complex with networks of dependencies and interactions between individuals. In reality, the games of life are played with vastly more than two players, and there is always the opportunity to actually co-operate with others for mutual benefit. No decision is made in isolation, but is influenced by the expectations of everyone else's decision ? "I think that he thinks I think...", and so on. That was until John Nash came ont  o the scene.
Nash developed the mathematics to prove that for any game with any number of players, there could always be found a special balancing point, the Nash equilibrium, whereby everybody is content with their lot and could not reasonably hope for a better outcome. A Beautiful Math gives a rich account of all the areas of study that Nash's work came to revolutionise, from military strategic analysis during the Cold War to economics, animal behaviour, evolutionary biology, human behaviour, psychology, neuroscience and sociology. But this is not simply a history book. After giving a solid review of the development of applications of this Beautiful Math, Siegfried turns his attention to the future of game theory, including plans to incorporate the weirdness of quantum mechanics into game strategies. Siegfried also makes a good effort at explaining the links between group behaviour and physics, such as why some researchers talk about "taking the temperature of society" or "sociomagnetism".
A major drive through the history of science has been to develop a "Code of Nature" ? an understanding of the interactions of humans and society, and Siegfried thinks that game theory might just be the perfect toolkit. But one   problem with applying game theory to animal behaviour or human psychology is that individuals often seem to follow strategies very different to the Nash optimum. With limited time and brain power to make an important decision, actually working out your optimum strategy under the Nash equilibrium could be extremely difficult, and at the end of the day not worth the slight improvement in outcome over simpler strategies. Furthermore, more and more psychology experiments are showing that humans often behave very irrationally, such as choosing to punish a cheater in a game even to their own detriment.
This is a very far-reaching book indeed, but Siegfried is careful not to lose his readers along the way. A Beautiful Math is written in a light and conversational style, interspersed with quotes from conversations the author has had with some of the key modern researchers, and with plenty of notes at the back containing more detailed discussions or references if you want to follow up on a particular point. The actual algebra used to calculate the players' optimum strategies at Nash equilibrium is neatly tucked away in the Appendix to leave the text of the chapters uncluttered and readable. This is a well-needed book to complete the story of Nash and his continuing influence in the modern world, because, to borrow Siegfried's flowing words, game theory explains "the coexistence of selfishness and sympathy, competition and co-operation, war and peace".
Book details:
A beautiful math
Tom Siegfried
hardback - 264 pages (2006)
Henry (Joseph) Press
ISBN-10: 0309101921
ISBN-13: 978-0309101929 loadXMLDoc("/cloud/index/issue43/reviews/book3/index.html","tags");

About the author


Lewis Dartnell read Biological Sciences at Queen's College, Oxford. He is now on a four-year combined MRes-PhD program in Modelling Biological Complexity at University College London's Centre for multidisciplinary science, Centre for Mathematics & Physics in the Life Sciences and Experimental Biology (CoMPLEX). He is researching in the field of astrobiology ? using computer models of the radiation levels on Mars to predict where life could possibly be surviving near the surface, as recently reported in the news.
He has won four national communication prizes, including in the Daily Telegraph/BASF Young Science Writer Awards. His popular science book, Life in the Universe: A Beginner's Guide, is published by One  world Publications. You can read more of Lewis' work at his website.

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