Complex and Adaptive Dynamical Systems: A Primer by Claudius Gros
Complex and Adaptive Dynamical Systems: A Primer - Table of Contents
1. Graph Theory and Small-World Networks
2. Chaos, Bifurcations and Diffusion
3. Complexity and Information Theory
4. Random Boolean Networks
5. Cellular Automata and Self-Organized Criticality
6. Darwinian Evolution, Hypercycles and Game Theory
7. Synchronization Phenomena
8. Elements of Cognitive Systems Theory
What You Will Learn in Complex and Adaptive Dynamical Systems: A Primer
"Complex and Adaptive Dynamical Systems: A Primer" by "Claudius Gros" is a clear and accessible introduction to the science of complex systems, written for students and researchers in physics, mathematics, biology, and interdisciplinary fields. The book explains how rich, collective behavior can emerge from simple interacting components, using intuitive explanations supported by solid mathematical foundations. It is especially suitable for readers who want to understand complexity without being overwhelmed by excessive formalism.
The text covers core ideas such as "complex systems", "dynamical systems", "chaos theory", "network theory", and "self-organization". Topics include small-world and scale-free networks, nonlinear dynamics, bifurcations, diffusion, synchronization, information theory, and adaptive processes. Gros gradually builds concepts from basic principles to more advanced applications, helping readers connect theory with real-world systems like biological networks, neural systems, and social dynamics.
Each chapter includes exercises and references for further study, making the book well suited for both classroom use and self-learning. With its balanced mix of theory, examples, and applications, this primer offers a strong foundation for anyone interested in understanding how complexity arises and evolves in natural and artificial systems.
Book Details & Specifications
Title:
Complex and Adaptive Dynamical Systems: A Primer by Claudius Gros
Publisher:
Springer (2E)
Year:
2010
Pages:
339
Type:
PDF
Language:
English
ISBN-10 #:
364204705X
ISBN-13 #:
978-3642047053
License:
arXiv.org Non-exclusive License
Amazon:
Amazon
About the Author: Claudius Gros
The author Claudius Gros
is a Professor and holds a chair in Institute for Theoretical Physics, Goethe University Frankfurt, Germany. After completing a PhD in theoretical condensed-matter physics in 1988 at the ETH in Zurich, Switzerland, Prof. Gros went as Chester-Davies fellow to Indiana University, US, before returning to Germany. His present research interests include Cognitive System Theory and Solid State Physics, with emphasis on high-temperature superconductors.
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