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portada Chaos: From Simple Models to Complex Systems
Type
Physical Book
Author
Publisher
Language
English
Pages
480
Format
Paperback
Dimensions
24.4x17x2.5 cm
Weight
0.76 kg.
ISBN13
9789813203587
Categories

Chaos: From Simple Models to Complex Systems

Angelo Vulpiani (Author) · Fabio Cecconi (Author) · Massimo Cencini (Author) · World Scientific Publishing Company · Paperback

Chaos: From Simple Models to Complex Systems - Vulpiani, Angelo ; Cecconi, Fabio ; Cencini, Massimo

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Synopsis "Chaos: From Simple Models to Complex Systems"

Chaos: from simple models to complex systems aims to guide science and engineering students through chaos and nonlinear dynamics from classical examples to the most recent fields of research. The first part, intended for undergraduate and graduate students, is a gentle and self-contained introduction to the concepts and main tools for the characterization of deterministic chaotic systems, with emphasis to statistical approaches. The second part can be used as a reference by researchers as it focuses on more advanced topics including the characterization of chaos with tools of information theory and applications encompassing fluid and celestial mechanics, chemistry and biology.The book is novel in devoting attention to a few topics often overlooked in introductory textbooks and which are usually found only in advanced surveys such as: information and algorithmic complexity theory applied to chaos and generalization of Lyapunov exponents to account for spatiotemporal and non-infinitesimal perturbations.The selection of topics, numerous illustrations, exercises and proposals for computer experiments make the book ideal for both introductory and advanced courses.

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