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This book provides an overview of the directions that lattice gas
research has taken from 1986 to early 1989. It shows potential
users and lattice gas scientists what research has been completed
and gives some indication of the utility and limitations of lattice
gas models.
Although the idea of using discrete methods for modeling partial
differential equations occurred very early, the actual statement
that cellular automata techniques can approximate the solutions of
hydrodynamic partial differential equations was first discovered by
Frisch, Hasslacher, and Pomeau. Their description of the
derivation, which assumes the validity of the Boltzmann equation,
appeared in the Physical Review Letters in April 1986. It is the
intent of this book to provide some overview of the directions that
lattice gas research has taken from 1986 to early 1989.
Are mathematical equations the best way to model nature? For many
years it had been assumed that they were. But in the early 1980s,
Stephen Wolfram made the radical proposal that one should instead
build models that are based directly on simple computer programs.
Wolfram made a detailed study of a class of such models known as
cellular automata, and discovered a remarkable fact: that even when
the underlying rules are very simple, the behavior they produce can
be highly complex, and can mimic many features of what we see in
nature. And based on this result, Wolfram began a program of
research to develop what he called ?A Science of Complexity.?The
results of Wolfram's work found many applications, from the
so-called Wolfram Classification central to fields such as
artificial life, to new ideas about cryptography and fluid
dynamics. This book is a collection of Wolfram's original papers on
cellular automata and complexity. Some of these papers are widely
known in the scientific community; others have never been published
before. Together, the papers provide a highly readable account of
what has become a major new field of science, with important
implications for physics, biology, economics, computer science and
many other areas.
Are mathematical equations the best way to model nature? For many
years it had been assumed that they were. But in the early 1980s,
Stephen Wolfram made the radical proposal that one should instead
build models that are based directly on simple computer programs.
Wolfram made a detailed study of a class of such models known as
cellular automata, and discovered a remarkable fact: that even when
the underlying rules are very simple, the behavior they produce can
be highly complex, and can mimic many features of what we see in
nature. And based on this result, Wolfram began a program of
research to develop what he called ?A Science of Complexity.?The
results of Wolfram's work found many applications, from the
so-called Wolfram Classification central to fields such as
artificial life, to new ideas about cryptography and fluid
dynamics. This book is a collection of Wolfram's original papers on
cellular automata and complexity. Some of these papers are widely
known in the scientific community; others have never been published
before. Together, the papers provide a highly readable account of
what has become a major new field of science, with important
implications for physics, biology, economics, computer science and
many other areas.
With over a million users around the world, the Mathematica software system created by Stephen Wolfram has defined the direction of technical computing for the past decade. The enhanced text and hypertext processing and state-of-the-art numerical computation features ensure that Mathematica 4 takes scientific computing into the next century. New to this version: visual tour of key features, practical tutorial introduction, full descriptions of 1100 built-in functions, a thousand illustrative examples, easy-to-follow descriptive tables, essays highlighting key concepts, examples of data import and export, award-winning gallery of Mathematica graphics, gallery of mathematical typesetting, dictionary of 700 special characters, a complete guide to the MathLink API, notes on internal implementation, and an index with over 10,000 entries copublished with Wolfram Media.
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