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The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems and Adaptation (Bradford Books)
 
 
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The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems and Adaptation (Bradford Books) [Paperback]

Gary W Flake
4.3 out of 5 stars  See all reviews (3 customer reviews)
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Product details

  • Paperback: 420 pages
  • Publisher: MIT Press; New Ed edition (1 Mar 2000)
  • Language English
  • ISBN-10: 0262561271
  • ISBN-13: 978-0262561273
  • Product Dimensions: 22.6 x 20.1 x 2.5 cm
  • Average Customer Review: 4.3 out of 5 stars  See all reviews (3 customer reviews)
  • Amazon Bestsellers Rank: 103,698 in Books (See Top 100 in Books)
  • See Complete Table of Contents

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Gary William Flake
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Product Description

Review

"This delightful book illustrates beautifully the paradigm shift in physics from writing equations and solving them to computer modeling and experimentation." --Greg Chaitin, author of The Limits of Mathematics

Product Description

"Simulation," writes Gary Flake in his preface, "becomes a form of experimentation in a universe of theories. The primary purpose of this book is to celebrate this fact."In this book, Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors. Distinguishing "agents" (e.g., molecules, cells, animals, and species) from their interactions (e.g., chemical reactions, immune system responses, sexual reproduction, and evolution), Flake argues that it is the computational properties of interactions that account for much of what we think of as "beautiful" and "interesting." From this basic thesis, Flake explores what he considers to be today's four most interesting computational topics: fractals, chaos, complex systems, and adaptation.Each of the book's parts can be read independently, enabling even the casual reader to understand and work with the basic equations and programs. Yet the parts are bound together by the theme of the computer as a laboratory and a metaphor for understanding the universe. The inspired reader will experiment further with the ideas presented to create fractal landscapes, chaotic systems, artificial life forms, genetic algorithms, and artificial neural networks.

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Customer Reviews

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Average Customer Review
4.3 out of 5 stars (3 customer reviews)
 
 
 
 
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17 of 17 people found the following review helpful:
4.0 out of 5 stars Excellently balanced, great as a reference too., 21 Feb 2001
This review is from: The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems and Adaptation (Bradford Books) (Paperback)
This is an excellent book - covering all the topics a book with such a title should do! From complexity and chaos to artificial intelligence and artificial life, Flake balances readability with information and theory perfectly.

His introduction to neural networks is easily one of the best I've read, and coverage of the iterated prisoner's dilemma is also as comprehensive as they come.

If you're reading this review, you're obviously interested...buy now :)

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15 of 16 people found the following review helpful:
4.0 out of 5 stars Good book - but not for the faint hearted..., 16 Dec 2002
This review is from: The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems and Adaptation (Bradford Books) (Paperback)
The book is an interesting and well written book, and is good value, but it is very dense, and cannot be read very easily. A high standard of mathematics /knowledge of computer science is assumed. Overall - a good buy but only for those confident in such a subject - definitely not a coffee table book
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5.0 out of 5 stars My all-time favorite., 27 May 2011
This review is from: The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems and Adaptation (Bradford Books) (Paperback)
This is a astonishing book that introduces the reader to the wonder that lies within the world that surrounds us. It helps us view the whole gamut of physical and biological processes through the perspective of computation. Though eminently readable, the book presents all the information, equations, and code that one needs to actually think articulately about the concepts exposed and even "get stuck in". It's really one of a kind.
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