Ergodic dynamics: from basic theory to applications

by Hawkins, Jane

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Title Statements

Full title :Ergodic dynamics: from basic theory to applications / Jane Hawkins.

Summary

This textbook provides a broad introduction to the fields of dynamical systems and ergodic theory. Motivated by examples throughout, the author offers readers an approachable entry-point to the dynamics of ergodic systems. Modern and classical applications complement the theory on topics ranging from financial fraud to virus dynamics, offering numerous avenues for further inquiry. Starting with several simple examples of dynamical systems, the book begins by establishing the basics of measurable dynamical systems, attractors, and the ergodic theorems. From here, chapters are modular and can be selected according to interest. Highlights include the Perron-Frobenius theorem, which is presented with proof and applications that include Google PageRank. An in-depth exploration of invariant measures includes ratio sets and type III measurable dynamical systems using the von Neumann factor classification. Topological and measure theoretic entropy are illustrated and compared in detail, with an algorithmic application of entropy used to study the papillomavirus genome. A chapter on complex dynamics introduces Julia sets and proves their ergodicity for certain maps. Cellular automata are explored as a series of case studies in one and two dimensions, including Conway's Game of Life and latent infections of HIV. Other chapters discuss mixing properties, shift spaces, and toral automorphisms. Ergodic Dynamics unifies topics across ergodic theory, topological dynamics, complex dynamics, and dynamical systems, offering an accessible introduction to the area. Readers across pure and applied mathematics will appreciate the rich illustration of the theory through examples, real-world connections, and vivid color graphics. A solid grounding in measure theory, topology, and complex analysis is assumed; appendices provide a brief review of the essentials from measure theory, functional analysis, and probability.

Edition Statements

Publication Date:©2021

Publication Statements

Publisher(s):Springer Nature Switzerland AG
Place of Publication:Cham, Switzerland
Language:eng
Publication Date:©2021

The Physical Object

Description:xiv, 336 pages : : illustrations (some color) ; : 24 cm.

Edition Identifiers

ISBN:9783030592417, 3030592413
oclc:on1191214812
LC Classification:QA614.8
Dewey Decimal:515.48

The simplest examples -- Dynamical Properties of Measurable Transformations -- Attractors in Dynamical Systems -- Ergodic Theorems -- Mixing Properties of Dynamical Systems -- Shift Spaces -- Perron-Frobenius Theorem and Some Applications -- Invariant Measures -- No equivalent invariant measures: Type III maps -- Dynamics of Automorphisms of the Torus and Other Groups -- An Introduction to Entropy -- Complex Dynamics -- Maximal Entropy Measures on Julia Sets and a Computer Algorithm -- Cellular Automata -- Appendix A. Measures on Topological Spaces -- Appendix B. Integration and Hilbert Spaces -- Appendix C. Connections to Probability Theory.