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Complex and adaptive dynamical systems: a primer

We are living in an ever more complex world, an epoch where human actions can accordingly acquire far-reaching potentialities. Complex and adaptive dynamical systems are ubiquitous in the world surrounding us and require us to adapt to new realities and the way of dealing with them. This primer has...

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Detalles Bibliográficos
Autor principal: Gros, Claudius
Lenguaje:eng
Publicado: Springer 2007
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-540-71874-1
http://cds.cern.ch/record/1105902
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author Gros, Claudius
author_facet Gros, Claudius
author_sort Gros, Claudius
collection CERN
description We are living in an ever more complex world, an epoch where human actions can accordingly acquire far-reaching potentialities. Complex and adaptive dynamical systems are ubiquitous in the world surrounding us and require us to adapt to new realities and the way of dealing with them. 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, providing an entry point to this both fascinating and vitally important subject. 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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spelling cern-11059022021-04-22T01:47:37Zdoi:10.1007/978-3-540-71874-1http://cds.cern.ch/record/1105902engGros, ClaudiusComplex and adaptive dynamical systems: a primerMathematical Physics and MathematicsWe are living in an ever more complex world, an epoch where human actions can accordingly acquire far-reaching potentialities. Complex and adaptive dynamical systems are ubiquitous in the world surrounding us and require us to adapt to new realities and the way of dealing with them. 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, providing an entry point to this both fascinating and vitally important subject. 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.Springeroai:cds.cern.ch:11059022007
spellingShingle Mathematical Physics and Mathematics
Gros, Claudius
Complex and adaptive dynamical systems: a primer
title Complex and adaptive dynamical systems: a primer
title_full Complex and adaptive dynamical systems: a primer
title_fullStr Complex and adaptive dynamical systems: a primer
title_full_unstemmed Complex and adaptive dynamical systems: a primer
title_short Complex and adaptive dynamical systems: a primer
title_sort complex and adaptive dynamical systems: a primer
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-540-71874-1
http://cds.cern.ch/record/1105902
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