Fractal-Based Methods in Analysis

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The idea of modeling the behaviour of phenomena at multiple scales has become a useful tool in both pure and applied mathematics. Fractal-based techniques lie at the heart of this area, as fractals are inherently multiscale objects; they very often describe nonlinear phenomena better than traditional mathematical models. In many cases they have been used for solving inverse problems arising in models described by systems of differential equations and dynamical systems.

"Fractal-Based Methods in Analysis" draws together, for the first time in book form, methods and results from almost twenty years of research in this topic, including new viewpoints and results in many of the chapters. For each topic the theoretical framework is carefully explained using examples and applications.

The second chapter on basic iterated function systems theory is designed to be used as the basis for a course and includes many exercises. This chapter, along with the three background appendices on topological and metric spaces, measure theory, and basic results from set-valued analysis, make the book suitable for self-study or as a source book for a graduate course. The other chapters illustrate many extensions and applications of fractal-based methods to different areas. This book is intended for graduate students and researchers in applied mathematics, engineering and social sciences.

Herb Kunze is a professor of mathematics at the University of Guelph in Ontario. Davide La Torre is an associate professor of mathematics in the Department of Economics, Management and Quantitative Methods of the University of Milan. Franklin Mendivil is a professor of mathematics at Acadia University in Nova Scotia. Edward Vrscay is a professor in the department of Applied Mathematics at the University of Waterloo in Ontario. The major focus of their research is on fractals and the applications of fractals.

Author(s): Herb Kunze, Davide La Torre, Franklin Mendivil, Edward R. Vrscay (auth.)
Edition: 1
Publisher: Springer US
Year: 2012

Language: English
Pages: 408
Tags: Dynamical Systems and Ergodic Theory;Mathematical Methods in Physics;Approximations and Expansions;Mathematical Modeling and Industrial Mathematics;Ordinary Differential Equations

Front Matter....Pages i-xv
What do we mean by “Fractal-Based Analysis”?....Pages 1-19
Basic IFS Theory....Pages 21-85
IFS on Spaces of Functions....Pages 87-123
Iterated Function Systems, Multifunctions, and Measure-Valued Functions....Pages 125-147
IFS on Spaces of Measures....Pages 149-212
The Chaos Game....Pages 213-241
Inverse Problems and Fractal-Based Methods....Pages 243-314
Further Developments and Extensions....Pages 315-355
Back Matter....Pages 357-408