Modeling Reality: How Computers Mirror Life
Iwo Bialynicki-Birula and Iwona Bialynicka-Birula
Abstract
This book covers a wide range of subjects concerning the use of computer modeling to solve a diverse set of problems. The book covers some advanced topics (cellular automata, Shannon measure of information content, dynamical systems, deterministic chaos, fractals, statistical linguistics, game theory, neural networks, genetic algorithms, Turing machines, and artificial intelligence). These advanced subjects are explained in terms of well known simple concepts such as the Game of Life, probability and statistics, Galton's board, Shannon's formula, game of twenty questions, game theory, and a fo ... More
This book covers a wide range of subjects concerning the use of computer modeling to solve a diverse set of problems. The book covers some advanced topics (cellular automata, Shannon measure of information content, dynamical systems, deterministic chaos, fractals, statistical linguistics, game theory, neural networks, genetic algorithms, Turing machines, and artificial intelligence). These advanced subjects are explained in terms of well known simple concepts such as the Game of Life, probability and statistics, Galton's board, Shannon's formula, game of twenty questions, game theory, and a format similar to a television quiz. Twenty-five programs written specifically for the book greatly enhance its pedagogical value and the enjoyment of learning. These can be found at .
Keywords:
computer modeling,
game theory,
statistical linguistics,
dynamical systems,
cellular automata,
fractals,
genetic algorithms,
neural networks
Bibliographic Information
| Print publication date: 2004 |
Print ISBN-13: 9780198531005 |
| Published to Oxford Scholarship Online: January 2010 |
DOI:10.1093/acprof:oso/9780198531005.001.0001 |
Authors
Affiliations are at time of print publication.
Iwo Bialynicki-Birula, Author
Center for Theoretical Physics, Polish Academy of Sciences and Warsaw University
Iwona Bialynicka-Birula, Author
Galileo Galilei School, University of Pisa
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