The Computational Beauty of Nature
Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation
Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors.
"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.
HardcoverOut of Print ISBN: 9780262062008 520 pp. | 9 in x 8 in
Paperback$56.00 X ISBN: 9780262561273 520 pp. | 9 in x 8 in
This book is a delight.
University of New Mexico
This delightful book illustrates beautifully the paradigm shift in physics from writing equations and solving them to computer modeling and experimentation.
author of The Limits of Mathematics
- Honorable Mention, 1998, category of Computer Science, Professional/Scholarly Publishing Annual Awards Competition presented by the Association of American Publishers, Inc.