Ergodic Dynamics

Name: Ergodic Dynamics
Brand: Springer Nature Switzerland AG
SKU: 9783030592448
Price: 51.78 EUR
Availability: InStock

From Basic Theory to Applications

Автор: Jane Hawkins

Език:

Корици: С меки корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад

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51.78 € 101.28 лв

This textbook provides a broad introduction to the fields of dynamical systems and ergodic theory. M...

Информация за книгата

Автор

Jane Hawkins

Език

Английски език

Корици

Книга - С меки корици

Издадена

2022

страници

336

EAN

9783030592448

Enbook ID

38503377

Издател

Springer Nature Switzerland AG

Теглоt

661

Размери

155 x 235 x 18

Пълно описание

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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Ergodic Dynamics

From Basic Theory to Applications

Информация за книгата

Пълно описание

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