Computational Analysis Of One-dimensional Cellular Automata
Seiten
1995
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-02-2221-5 (ISBN)
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-02-2221-5 (ISBN)
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An introduction to the analysis of cellular automata (CA) in terms of an approach in which CA rules are viewed as elements of a nonlinear operator algebra, which can be expressed in component form much as ordinary vectors are in vector algebra. The actual mathematics used is not complicated.
Cellular automata provide one of the most interesting avenues into the study of complex systems in general, as well as having an intrinsic interest of their own. Because of their mathematical simplicity and representational robustness they have been used to model economic, political, biological, ecological, chemical, and physical systems. Almost any system which can be treated in terms of a discrete representation space in which the dynamics is based on local interaction rules can be modelled by a cellular automata.The aim of this book is to give an introduction to the analysis of cellular automata (CA) in terms of an approach in which CA rules are viewed as elements of a nonlinear operator algebra, which can be expressed in component form much as ordinary vectors are in vector algebra. Although a variety of different topics are covered, this viewpoint provides the underlying theme. The actual mathematics used is not hard, and the material should be accessible to anyone with a junior level university background, and a certain degree of mathematical maturity.
Cellular automata provide one of the most interesting avenues into the study of complex systems in general, as well as having an intrinsic interest of their own. Because of their mathematical simplicity and representational robustness they have been used to model economic, political, biological, ecological, chemical, and physical systems. Almost any system which can be treated in terms of a discrete representation space in which the dynamics is based on local interaction rules can be modelled by a cellular automata.The aim of this book is to give an introduction to the analysis of cellular automata (CA) in terms of an approach in which CA rules are viewed as elements of a nonlinear operator algebra, which can be expressed in component form much as ordinary vectors are in vector algebra. Although a variety of different topics are covered, this viewpoint provides the underlying theme. The actual mathematics used is not hard, and the material should be accessible to anyone with a junior level university background, and a certain degree of mathematical maturity.
The operator algebra of cellular automata; cellular automata arithmetic; fixed points and cycles; commutation of CA rules; additive rules - I. basic analysis; additive rules - II. cycle structures and entropy; additive rules - III. computation of predecessors; the binary difference rule; computation of pre-images; the garden of Eden; time series simulation; surjectivity of cellular automata rules.
| Erscheint lt. Verlag | 1.12.1995 |
|---|---|
| Reihe/Serie | World Scientific Series on Nonlinear Science Series A ; 15 |
| Verlagsort | Singapore |
| Sprache | englisch |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| Mathematik / Informatik ► Mathematik ► Logik / Mengenlehre | |
| ISBN-10 | 981-02-2221-1 / 9810222211 |
| ISBN-13 | 978-981-02-2221-5 / 9789810222215 |
| Zustand | Neuware |
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