The Resource Complex and adaptive dynamical systems : a primer, Claudius Gros

Complex and adaptive dynamical systems : a primer, Claudius Gros

Label
Complex and adaptive dynamical systems : a primer
Title
Complex and adaptive dynamical systems
Title remainder
a primer
Statement of responsibility
Claudius Gros
Creator
Author
Subject
Genre
Language
eng
Summary
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 teaching 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)
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Gros, Claudius
Dewey number
515/.352
Illustrations
illustrations
Index
index present
LC call number
QA614.8
LC item number
.G76 2015eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Springer complexity
http://library.link/vocab/subjectName
  • Differentiable dynamical systems
  • Adaptive control systems
  • Adaptive control systems
  • Differentiable dynamical systems
  • Sistemas dinâmicos
  • Technology & Engineering
  • Mathematics
  • Science
  • Technology & Engineering
  • Cybernetics & systems theory
  • Applied mathematics
  • Nonlinear science
  • Dynamics & vibration
  • Science
  • Mathematical physics
Label
Complex and adaptive dynamical systems : a primer, Claudius Gros
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-16265-2
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Graph Theory and Small-World Networks -- Bifurcations and Chaos in Dynamical Systems -- Dissipation, Noise and Adaptive Systems -- Self-Organization and Pattern Formation -- Complexity and Information Theory -- Cellular Automata and Self-Organized Criticality -- Random Boolean Networks -- Darwinian Evolution, Hypercycles and Game Theory -- Synchronization Phenomena -- Elements of Cognitive System Theory -- Solutions -- Index
Dimensions
unknown
Edition
Fourth edition.
Extent
1 online resource (xvi, 422 pages)
File format
unknown
Form of item
online
Isbn
9783319162645
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-16265-2
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)906708597
  • (OCoLC)ocn906708597
Label
Complex and adaptive dynamical systems : a primer, Claudius Gros
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-16265-2
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Graph Theory and Small-World Networks -- Bifurcations and Chaos in Dynamical Systems -- Dissipation, Noise and Adaptive Systems -- Self-Organization and Pattern Formation -- Complexity and Information Theory -- Cellular Automata and Self-Organized Criticality -- Random Boolean Networks -- Darwinian Evolution, Hypercycles and Game Theory -- Synchronization Phenomena -- Elements of Cognitive System Theory -- Solutions -- Index
Dimensions
unknown
Edition
Fourth edition.
Extent
1 online resource (xvi, 422 pages)
File format
unknown
Form of item
online
Isbn
9783319162645
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-16265-2
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)906708597
  • (OCoLC)ocn906708597

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