The bookModeling Reality covers a wide range of fascinating subjects, accessible to anyone who wants to learn about the use of computer modeling to solve a diverse range of problems, but who does not possess a specialized training in mathematics or computer science. The material presented is
pitched at the level of high-school graduates, even though it covers some advanced topics (cellular automata, Shannon's measure of information, deterministic chaos, fractals, game theory, neural networks, genetic algorithms, and Turing machines). These advanced topics are explained in terms of well
known simple concepts: Cellular automata - Game of Life, Shannon's formula - Game of twenty questions, Game theory - Television quiz, etc. The book is unique in explaining in a straightforward, yet complete, fashion many important ideas, related to various models of reality and their applications.
Twenty-five programs, written especially for this book, are provided on an accompanying CD. They greatly enhance its pedagogical value and make learning of even the more complex topics an enjoyable pleasure.
Iwo Bialynicki-Birula, Center for Theoretical Physics, University of Warsaw, Poland Warsaw University PhD in Theoretical Physics 1959 University of Rochester, Research Associate 1959-1961 University of Pittsburgh, Visiting Professor 1969-1971, 1985-1986 University of Frankfurt, Visiting Scholar 1992-1993 University of Ulm, Alexander von Humboldt Award Recipient 1994-1995 Iwona Bialynicka-Birula, Galileo Galilei School, University of Pisa, Italy MS in Computer Science from Warsaw University 2003
Show moreThe bookModeling Reality covers a wide range of fascinating subjects, accessible to anyone who wants to learn about the use of computer modeling to solve a diverse range of problems, but who does not possess a specialized training in mathematics or computer science. The material presented is
pitched at the level of high-school graduates, even though it covers some advanced topics (cellular automata, Shannon's measure of information, deterministic chaos, fractals, game theory, neural networks, genetic algorithms, and Turing machines). These advanced topics are explained in terms of well
known simple concepts: Cellular automata - Game of Life, Shannon's formula - Game of twenty questions, Game theory - Television quiz, etc. The book is unique in explaining in a straightforward, yet complete, fashion many important ideas, related to various models of reality and their applications.
Twenty-five programs, written especially for this book, are provided on an accompanying CD. They greatly enhance its pedagogical value and make learning of even the more complex topics an enjoyable pleasure.
Iwo Bialynicki-Birula, Center for Theoretical Physics, University of Warsaw, Poland Warsaw University PhD in Theoretical Physics 1959 University of Rochester, Research Associate 1959-1961 University of Pittsburgh, Visiting Professor 1969-1971, 1985-1986 University of Frankfurt, Visiting Scholar 1992-1993 University of Ulm, Alexander von Humboldt Award Recipient 1994-1995 Iwona Bialynicka-Birula, Galileo Galilei School, University of Pisa, Italy MS in Computer Science from Warsaw University 2003
Show more1: From Building Blocks to Computers: Models and Modeling
2: The Game of Life: A Legendary Cellular Automaton
3: Heads or Tails: Probability of an Event
4: Galton's Board: Probability and Statistics
5: Twenty Questions: Probability and Information
6: Snowflakes: The Evolution of Dynamical Systems
7: The Lorenz Butterfly: Deterministic Chaos
8: From Cantor to Mandelbrot: Self-Similarity and Fractals
9: Typing Monkeys: Statistical Linguistics
10: The Bridges of Konigsberg: Graph Theory
11: Prisoner's Dilemma: Game Theory
12: Let the Best Man Win: Genetic Algorithms
13: Computers Can Learn: Neural Networks
14: Unpredictable Individuals: Modeling Society
15: Universal Computer: The Turing Machine
16: Hal, R2D2 and Number 5: Artificial Intelligence
Epilog
Programs
Further Reading
Index
Iwo Bialynicki-Birula, Center for Theoretical Physics, University
of Warsaw, Poland
Warsaw University PhD in Theoretical Physics 1959
University of Rochester, Research Associate 1959-1961
University of Pittsburgh, Visiting Professor 1969-1971,
1985-1986
University of Frankfurt, Visiting Scholar 1992-1993
University of Ulm, Alexander von Humboldt Award Recipient
1994-1995
Iwona Bialynicka-Birula, Galileo Galilei School, University of
Pisa, Italy
MS in Computer Science from Warsaw University 2003
`... an intelligent, well-written, well-organized and highly
accessible introduction to a broad range of fascinating topics in
modern science and mathematical modeling.'
Cosma Shalizi, Center for the Study of Complex Systems, University
of Michigan
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