Chaos, Dynamics, and Fractals

£53.00

Chaos, Dynamics, and Fractals

An Algorithmic Approach to Deterministic Chaos

Differential calculus and equations Fractal geometry Chaos theory

Author: Joseph L. McCauley

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Collection: Cambridge Nonlinear Science Series

Language: English

Published by: Cambridge University Press

Published on: 26th May 1994

Format: LCP-protected ePub

Size: 8 Mb

ISBN: 9781107384927


Overview

This book develops deterministic chaos and fractals from the standpoint of iterated maps, but the emphasis makes it very different from all other books in the field. It provides the reader with an introduction to more recent developments, such as weak universality, multifractals, and shadowing, as well as to older subjects like universal critical exponents, devil's staircases and the Farey tree.

Methodology

The author uses a fully discrete method, a theoretical computer arithmetic, because finite (but not fixed) precision cannot be avoided in computation or experiment. This leads to a more general formulation in terms of symbolic dynamics and to the idea of weak universality.

Connections and Implications

The connection is made with Turing's ideas of computable numbers and it is explained why the continuum approach leads to predictions that are not necessarily realized in computation or in nature, whereas the discrete approach yields all possible histograms that can be observed or computed.

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