Connectionists: Book announcement: Complex and Adaptive Dynamical Systems: A Primer
gros07@itp.uni-frankfurt.de
gros07 at itp.uni-frankfurt.de
Tue Aug 5 04:43:03 EDT 2008
Dear Colleagues,
It is a pleasure to announce the availability of the textbook
Complex and Adaptive Dynamical Systems: A Primer (Springer Complexity,
Softcover) ISBN: 978-3540718734
by Claudius Gros
Complex and adaptive dynamical systems are ubiquitous and the brain constitutes
a prominent example. The goal of this
book is to provide a general entry point to complex and
dynamical systems based on network architectures.
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cover-text:
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This primer has been developed with the aim of conveying a wide range of
commons-sense knowledge in the field of quantitative complex system science at
an introductory level.
The approach is modular and phenomenology driven. Examples of emerging
phenomena of generic importance treated in this book are:
- The small world phenomenon in social and scale-free networks; - Phase
transitions and self-organized criticality in adaptive systems; - Life at the
edge of chaos and coevolutionary avalanches resulting
from the unfolding of all living; - The concept of living dynamical systems
and emotional
diffusive control within cognitive system theory.
Technical course prerequisites are a basic knowledge of ordinary and partial
differential equations and of statistics. Each chapter comes with exercises and
suggestions for further reading,
solutions to the exercises are also provided.
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content:
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* Chapter 1: Graph Theory and Small-World Networks
* Chapter 2: Chaos, Bifurcations and Diffusion
* Chapter 3: Random Boolean Networks
* Chapter 4: Cellular Automata and Self-Organized Criticality
* Chapter 5: Statistical modeling of Darwinian evolution
* Chapter 6: Synchronization Phenomena
* Chapter 7: Elements of Cognitive System Theory
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Sincerely,
Claudius Gros
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Prof. Dr. Claudius Gros | email: gros07 at itp.uni-frankfurt.de
Institute for Theoretical Physics | http://itp.uni-frankfurt.de/~gros
J.W. Goethe University Frankfurt | office: +49 (069) 798-47818
Max-von-Laue-Strasse 1 | sectr.: +49 (069) 798-47817
60438 Frankfurt a.M., Germany | FAX : +49 (069) 798-47832
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