Complex and Adaptive Dynamical Systems

A Primer

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Complex and Adaptive Dynamical Systems
Claudius Gros, Claudius Gros
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October 5, 2021 | History

Complex and Adaptive Dynamical Systems

A Primer

  • 1 Want to read

Complex system theory is rapidly developing and gaining importance, providing tools and concepts central to our modern understanding of emergent phenomena. This primer offers an introduction to this area together with detailed coverage of the mathematics involved.All calculations are presented step by step and are straightforward to follow. This new third edition comes with new material, figures and exercises.Network theory, dynamical systems and information theory, the core of modern complex system sciences, are developed in the first three chapters, covering basic concepts and phenomena like small-world networks, bifurcation theory and information entropy.Further chapters use a modular approach to address the most important concepts in complex system sciences, with the emergence and self-organization playing a central role.

Prominent examples are self-organized criticality in adaptive systems, life at the edge of chaos, hypercycles and coevolutionary avalanches, synchronization phenomena, absorbing phase transitions and the cognitive system approach to the brain.Technical course prerequisites are the standard mathematical tools for an advanced undergraduate course in the natural sciences or engineering. Each chapter comes with exercises and suggestions for further reading - solutions to the exercises are provided in the last chapter.From the reviews of previous editions:This is a very interesting introductory book written for a broad audience of graduate students in natural sciences and engineering. It can be equally well used both for teaching and self-education. Very well structured and every topic is illustrated by simple and motivating examples. This is a true guidebook to the world of complex nonlinear phenomena. (Ilya Pavlyukevich, Zentralblatt MATH, Vol.

1146, 2008)"Claudius Gros's Complex and Adaptive Dynamical Systems: A Primer is a welcome addition to the literature. . A particular strength of the book is its emphasis on analytical techniques for studying complex systems. (David P. Feldman, Physics Today, July, 2009)

Publish Date
Language
English
Pages
345

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Edition Availability
Cover of: Complex and Adaptive Dynamical Systems
Complex and Adaptive Dynamical Systems: A Comprehensive Introduction
2024, Springer International Publishing AG
in English
Cover of: Complex and Adaptive Dynamical Systems
Complex and Adaptive Dynamical Systems: A Primer
Apr 14, 2015, Springer
paperback
Cover of: Complex and Adaptive Dynamical Systems
Complex and Adaptive Dynamical Systems: A Primer
2015, Springer London, Limited
in English
Cover of: Complex and Adaptive Dynamical Systems
Complex and Adaptive Dynamical Systems: A Primer
Apr 25, 2013, Springer
paperback
Cover of: Complex and Adaptive Dynamical Systems
Complex and Adaptive Dynamical Systems: A Primer
2013, Springer London, Limited
in English
Cover of: Complex and Adaptive Dynamical Systems
Complex and Adaptive Dynamical Systems: A Primer
Apr 23, 2013, Springer
paperback
Cover of: Complex and Adaptive Dynamical Systems
Complex and Adaptive Dynamical Systems: A Primer
Jul 23, 2011, Springer
paperback
Cover of: Complex and Adaptive Dynamical Systems
Complex and Adaptive Dynamical Systems: A Primer
2008, Springer
in English
Cover of: Complex and Adaptive Dynamical Systems
Complex and Adaptive Dynamical Systems: A Primer
February 2008, Springer
Paperback in English - 1 edition

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Book Details


Classifications

Library of Congress
QC1-75

Edition Identifiers

Open Library
OL34519428M
ISBN 13
9783642365867

Work Identifiers

Work ID
OL10081911W

Source records

Better World Books record

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October 5, 2021 Created by ImportBot Imported from Better World Books record