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Deeply rooted in fundamental research in Mathematics and Computer
Science, Cellular Automata (CA) are recognized as an intuitive
modeling paradigm for Complex Systems. Already very basic CA, with
extremely simple micro dynamics such as the Game of Life, show an
almost endless display of complex emergent behavior. Conversely, CA
can also be designed to produce a desired emergent behavior, using
either theoretical methodologies or evolutionary techniques.
Meanwhile, beyond the original realm of applications - Physics,
Computer Science, and Mathematics - CA have also become work horses
in very different disciplines such as epidemiology, immunology,
sociology, and finance. In this context of fast and impressive
progress, spurred further by the enormous attraction these topics
have on students, this book emerges as a welcome overview of the
field for its practitioners, as well as a good starting point for
detailed study on the graduate and post-graduate level. The book
contains three parts, two major parts on theory and applications,
and a smaller part on software. The theory part contains
fundamental chapters on how to design and/or apply CA for many
different areas. In the applications part a number of
representative examples of really using CA in a broad range of
disciplines is provided - this part will give the reader a good
idea of the real strength of this kind of modeling as well as the
incentive to apply CA in their own field of study. Finally, we
included a smaller section on software, to highlight the important
work that has been done to create high quality problem solving
environments that allow to quickly and relatively easily implement
a CA model and run simulations, both on the desktop and if needed,
on High Performance Computing infrastructures.
Deeply rooted in fundamental research in Mathematics and Computer
Science, Cellular Automata (CA) are recognized as an intuitive
modeling paradigm for Complex Systems. Already very basic CA, with
extremely simple micro dynamics such as the Game of Life, show an
almost endless display of complex emergent behavior. Conversely, CA
can also be designed to produce a desired emergent behavior, using
either theoretical methodologies or evolutionary techniques.
Meanwhile, beyond the original realm of applications - Physics,
Computer Science, and Mathematics - CA have also become work horses
in very different disciplines such as epidemiology, immunology,
sociology, and finance. In this context of fast and impressive
progress, spurred further by the enormous attraction these topics
have on students, this book emerges as a welcome overview of the
field for its practitioners, as well as a good starting point for
detailed study on the graduate and post-graduate level. The book
contains three parts, two major parts on theory and applications,
and a smaller part on software. The theory part contains
fundamental chapters on how to design and/or apply CA for many
different areas. In the applications part a number of
representative examples of really using CA in a broad range of
disciplines is provided - this part will give the reader a good
idea of the real strength of this kind of modeling as well as the
incentive to apply CA in their own field of study. Finally, we
included a smaller section on software, to highlight the important
work that has been done to create high quality problem solving
environments that allow to quickly and relatively easily implement
a CA model and run simulations, both on the desktop and if needed,
on High Performance Computing infrastructures.
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Computational Science - ICCS 2002 - International Conference, Amsterdam, The Netherlands, April 21-24, 2002. Proceedings, Part I (Paperback, 2002 ed.)
Peter M. A. Sloot, C.J. Kenneth Tan, Jack J. Dongarra, Alfons G. Hoekstra
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R3,175
Discovery Miles 31 750
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Ships in 10 - 15 working days
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The three-volume set, LNCS 2329, LNCS 2330, and LNCS 2331, constitutes the refereed proceedings of the Second International Conference on Computational Science, ICCS 2002, held in Amsterdam, The Netherlands, in April 2002.The three volumes present more than 350 reviewed contributed and invited papers and span the whole range of computational science, from foundational issues in computer science and mathematics to advanced applications in virtually all application fields making use of computational techniques. These proceedings give a unique account of recent results in the field.
"What joy to discern the minute in in?nity, the vast to perceive in
the small, what divinity " Jacob Bernoulli (1654-1705) in Ars
Conjectandi (1713) We are proud to present to you the proceedings
of the Sixth International C- ference on Cellular Automata for
Research and Industry (ACRI 2004), held in Amsterdam, The
Netherlands on October 25-27, 2004. Since the ?rst conference in
Italy, ACRI, which is held biennially, has become the premier
conference in the ?eld of cellular automata in Europe and beyond,
and is still growing in quality and size. This year's theme was
"From Individual to Collective Behavior," emphas- ing the
capability of Cellular Automata to simulate macroscopic processes
from individual, local interactions. Cellular Automata, in spite of
their apparent s- plicity, represent a very powerful approach to
studying spatio-temporal systems in which complex phenomena build
up out of many simple local interactions. In
thewordsofRichardFeynmanintheCharacterofPhysicalLaw(1982),"Nature
uses only the longest threads to weave her patterns, so each small
piece of her fabric reveals the organization of the entire
tapestry." John von Neumann, who is recognized as the father of
cellular automata, would have been 100 years old in 2004. ACRI 2004
wanted to commemorate this date by inviting researchers to submit
contributions related to von Neumann's work or to the emergence of
organization in systems in which collaboration between components
wins over the individual behavior.
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