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Complex and Adaptive Dynamical Systems

A Primer

  • Claudius Gros

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Claudius Gros
    Pages 1-42
  3. Claudius Gros
    Pages 79-110
  4. Claudius Gros
    Pages 111-141
  5. Claudius Gros
    Pages 143-179
  6. Claudius Gros
    Pages 217-252
  7. Claudius Gros
    Pages 293-320
  8. Claudius Gros
    Pages 321-361
  9. Claudius Gros
    Pages 363-409
  10. Back Matter
    Pages 411-422

About this book

Introduction

This primer offers readers an introduction to the central concepts that form our modern understanding of complex and emergent behavior, together with detailed coverage of accompanying mathematical methods. All calculations are presented step by step and are easy to follow.

This new fourth edition has been fully reorganized and includes new chapters, figures and exercises. The core aspects of modern complex system sciences are presented in the first chapters, covering network theory, dynamical systems, bifurcation and catastrophe theory, chaos and adaptive processes, together with the principle of self-organization in reaction-diffusion systems and social animals. Modern information theoretical principles are treated in further chapters, together with the concept of self-organized criticality, gene regulation networks, 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 includes exercises and suggestions for further reading, and the solutions to all 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 teac

hing and self-education. Very well structured and every topic is illustrated with 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’ 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)

 

Keywords

Complex Systems Textbook Complexity Measures and Information Theory Emergent Phenomena Graph Topologies and Random Networks Nonlinear Dynamics Textbook Random Walks, Diffusion and Lévy Flights Self-organization and Pattern Formation Self-organized Criticality Synchronization in Complex Networks

Authors and affiliations

  • Claudius Gros
    • 1
  1. 1.Institute for Theoretical PhysicsThe Goethe University FrankfurtFrankfurtGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-16265-2
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Physics and Astronomy
  • Print ISBN 978-3-319-16264-5
  • Online ISBN 978-3-319-16265-2
  • Buy this book on publisher's site