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Ergodic Dynamics

From Basic Theory to Applications

Language EnglishEnglish
Book Paperback
Book Ergodic Dynamics Jane Hawkins
Libristo code: 38503377
Publishers Springer Nature Switzerland AG, January 2022
This textbook provides a broad introduction to the fields of dynamical systems and ergodic theory. M... Full description
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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.

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About the book

Full name Ergodic Dynamics
Author Jane Hawkins
Language English
Binding Book - Paperback
Date of issue 2022
Number of pages 336
EAN 9783030592448
Libristo code 38503377
Weight 661
Dimensions 155 x 235 x 18
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