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The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation - Softcover
Synopsis
Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors.
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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About the Author
Gary William Flake is a research scientist in the Adaptive Information and Signal Processing Department of Siemens Corporate Research, Princeton, New Jersey.
"About this title" may belong to another edition of this title.
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The Computational Beauty of Nature (Paperback)
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MIT Press Ltd, Massachusetts, 2000
ISBN 10: 0262561271
ISBN 13: 9780262561273
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Paperback. Condition: new. Paperback. Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors.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. This book develops the idea that recurrent rules can produce rich and complicated behaviours. From this thesis it explores today's four most interesting computational topics: fractals, chaos, complex systems, and adaptation. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780262561273
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