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 and small world network topology scale free networks
- 2. Chaos, Bifurcations and Diffusion and deterministic chaos bifurcation theory diffusion
- 3. Complexity and Information Theory and shannon entropy complexity information measures
- 4. Random Boolean Networks and random boolean networks state space transitions
- 5. Cellular Automata and Self-Organized Criticality and cellular automata self organized criticality sandpile
- 6. Darwinian Evolution, Hypercycles and Game Theory and darwinian evolution hypercycles evolutionary game theory
- 7. Synchronization Phenomena and kuramoto model synchronization phase transitions
- 8. Elements of Cognitive Systems Theory and autonomous cognitive systems adaptive dynamics
What You Will Learn in Complex and Adaptive Dynamical Systems: A Primer
Complex and Adaptive Dynamical Systems: A Primer by Claudius Gros is an authoritative, interdisciplinary textbook exploring the self-organizing mechanisms behind complex physical, biological, and computational systems. Structured systematically across 8 core chapters, this volume covers graph theory, small-world network topologies, deterministic chaos, bifurcation theory, information theory, random Boolean networks, cellular automata, and evolutionary game dynamics.
Tailored for graduate students, theoretical physicists, and research scientists in computational neuroscience and complex systems, Prof. Gros unifies non-linear dynamics with adaptive self-organization. Readers are guided step-by-step through synchronization phenomena, self-organized criticality, Darwinian hypercycles, and autonomous cognitive systems theory.
Prized for its mathematical clarity, cross-disciplinary scope, and modern computational perspective, it stands as one of the best complex adaptive dynamical systems textbooks pdf available for study. It systematically equips researchers with key analytical tools for mastering complex adaptive systems with confidence.
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 German theoretical physicist and Professor of Theoretical Physics at the Institute for Theoretical Physics at Goethe University Frankfurt, Germany.
Specializing in complex systems theory, artificial intelligence, and non-equilibrium thermodynamics, Dr. Gros has published extensively on self-organized criticality, neuro-robotics, and adaptive dynamical networks.
Read or Downloadable Complex and Adaptive Dynamical Systems: A Primer
Free Applied Mathematics Books PDF | Download Academic Resources