Showing posts with label computation. Show all posts
Showing posts with label computation. Show all posts

11/10/2011

Cellular Automata Machines: A New Environment for Modeling (Scientific Computation) Review

Cellular Automata Machines: A New Environment for Modeling (Scientific Computation)
Average Reviews:

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This is a terrific book that takes a step-by-step approach to cellular automata, especially for modelling. Within the first two chapters I had already found several interesting ideas for improving my own general-purpose automata program.
The part of the book that is most dated is the discussion of a specific hardware card and software designed for IBM PCs and ATs, and a specific dialect of Forth that can be used to program automata that will run on this card. Obviously this is no longer the mainstream approach to programming automata - even massively parallel systems programming has moved away from Forth. For me, I think of it as pseudo-code instead of a program example, and the book is still very very useful.
So on the whole, I would say this is a valuable addition to the bookshelf of any automata enthusiast.

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Recently, cellular automata machines with the size, speed, andflexibility for general experimentation at a moderate cost have become available tothe scientific community. These machines provide a laboratory in which the ideaspresented in this book can be tested and applied to the synthesis of a great varietyof systems. Computer scientists and researchers interested in modeling andsimulation as well as other scientists who do mathematical modeling will find thisintroduction to cellular automata and cellular automata machines (CAM) both usefuland timely.Cellular automata are the computer scientist's counterpart to thephysicist's concept of 'field' They provide natural models for many investigationsin physics, combinatorial mathematics, and computer science that deal with systemsextended in space and evolving in time according to local laws. A cellular automatamachine is a computer optimized for the simulation of cellular automata. Itsdedicated architecture allows it to run thousands of times faster than ageneral-purpose computer of comparable cost programmed to do the same task. Inpractical terms this permits intensive interactive experimentation and opens up newfields of research in distributed dynamics, including practical applicationsinvolving parallel computation and image processing.Contents: Introduction. CellularAutomata. The CAM Environment. A Live Demo. The Rules of the Game. Our First rules.Second-order Dynamics. The Laboratory. Neighbors and Neighborhood. Running. ParticleMotion. The Margolus Neighborhood. Noisy Neighbors. Display and Analysis. PhysicalModeling. Reversibility. Computing Machinery. Hydrodynamics. Statistical Mechanics.Other Applications. Imaging Processing. Rotations. Pattern Recognition. MultipleCAMS. Perspectives and Conclusions.Tommaso Toffoli and Norman Margolus areresearchers at the Laboratory for Computer Science at MIT. Cellular AutomataMachines is included in the Scientific Computation Series, edited by DennisCannon.

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11/08/2011

Modeling Nature: Cellular Automata Simulations with Mathematica Review

Modeling Nature: Cellular Automata Simulations with Mathematica
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I have got several ideas from this book. I have never used Mathematica, but one of the most important features of the book, is the fact that is enough clear, and its code can be translated to oher languages veary easy. I recomend this book for every person interested in cellular automata applications and implementations rather that pure theory.

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This is the first volume in a suite of short, inexpensive, paperbound volumes intended for student usage as textbooks, or course supplements, and for purchase as single-copy reference works for professionals in specific disciplines, and, in some cases, for interdisciplinary use. This title focuses on cellular automata simulations while using Mathematica, thus its audience is a generally broad one, although physicists, life scientists and engineers will find this title to be of particular interest. Those familiar with Gaylord's previous book, coauthored with Paul Wellin, "Computer Simulations with Mathematica - Explorations in Complex Biological and Physical Systems", also published by TELOS, will find this new title to be an in-depth extension of some topics dealt with in that book. Modeling Nature: Cellular Automata Simulations with Mathematica, however, contains simulations not found in the Gaylord-Wellin volume. This book will have a DOS-diskette packaged with it, enabling cross-platform access to the code. These data files will also be made accessible online via the Internet at telospub.com FTP and WWW sites.

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