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Author : Claudius Gros
ISBN : 9783319162652
Genre : Science
File Size : 74.81 MB
Format : PDF
Download : 342
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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).
Type: BOOK - Published: 2015-04-01 - Publisher: Springer
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
Authors: Holly Arrow, Joseph E. McGrath, Jennifer L. Berdahl
Categories: Social Science
Type: BOOK - Published: 2000-03-21 - Publisher: SAGE Publications
`Arrow, McGrath and Berdahl's Small Groups as Complex Systems will change the way you think about research, and even the way you think about science.... The book is excellent, one of those very rare works that will have substantial impact on the field. I would use the book without hesitation
Authors: Martin Wirsing, Jean-Pierre Banatre, Matthias Hölzl, Axel Rauschmayer
Type: BOOK - Published: 2008-11-14 - Publisher: Springer
This volume presents results of three workshops of the InterLink working group, setup by the EU to look at software-intensive systems and novel computing paradigms. It covers ensemble engineering, theory and formal methods, and novel computing paradigms.
Authors: Yorghos Apostolopoulos, Kristen Hassmiller Lich, Michael K. Lemke
Type: BOOK - Published: 2020-05-29 - Publisher: Oxford University Press
Currently, population health science is an integral part of global academic curricula. For over a century, the principles of the reductionist paradigm have guided population health curricula, training, research, and action. Researchers continue to draw upon these principles when theorizing, conceptualizing, designing studies, analyzing, and devising interventions to tackle complex
Type: BOOK - Published: 2014-06-23 - Publisher: CRC Press
As the complexity of today’s networked computer systems grows, they become increasingly difficult to understand, predict, and control. Addressing these challenges requires new approaches to building these systems. Adaptive, Dynamic, and Resilient Systems supplies readers with various perspectives of the critical infrastructure that systems of networked computers rely on. It