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Boundaries of a complex world

The central theme of this book is the extent to which the structure of the free dynamical boundaries of a system controls the evolution of the system as a whole. Applying three orthogonal types of thinking - mathematical, constructivist and morphological, it illustrates these concepts using applicat...

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Detalles Bibliográficos
Autor principal: Ludu, Andrei
Lenguaje:eng
Publicado: Springer 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-662-49078-5
http://cds.cern.ch/record/2143608
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author Ludu, Andrei
author_facet Ludu, Andrei
author_sort Ludu, Andrei
collection CERN
description The central theme of this book is the extent to which the structure of the free dynamical boundaries of a system controls the evolution of the system as a whole. Applying three orthogonal types of thinking - mathematical, constructivist and morphological, it illustrates these concepts using applications to selected problems from the social and life sciences, as well as economics. In a broader context, it introduces and reviews some modern mathematical approaches to the science of complex systems. Standard modeling approaches (based on non-linear differential equations, dynamic systems, graph theory, cellular automata, stochastic processes, or information theory) are suitable for studying local problems. However they cannot simultaneously take into account all the different facets and phenomena of a complex system, and new approaches are required to solve the challenging problem of correlations between phenomena at different levels and hierarchies, their self-organization and memory-evolutive aspects, the growth of additional structures and are ultimately required to explain why and how such complex systems can display both robustness and flexibility. This graduate-level text also addresses a broader interdisciplinary audience, keeping the mathematical level essentially uniform throughout the book, and involving only basic elements from calculus, algebra, geometry and systems theory. .
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spelling cern-21436082021-04-21T19:44:44Zdoi:10.1007/978-3-662-49078-5http://cds.cern.ch/record/2143608engLudu, AndreiBoundaries of a complex worldEngineeringThe central theme of this book is the extent to which the structure of the free dynamical boundaries of a system controls the evolution of the system as a whole. Applying three orthogonal types of thinking - mathematical, constructivist and morphological, it illustrates these concepts using applications to selected problems from the social and life sciences, as well as economics. In a broader context, it introduces and reviews some modern mathematical approaches to the science of complex systems. Standard modeling approaches (based on non-linear differential equations, dynamic systems, graph theory, cellular automata, stochastic processes, or information theory) are suitable for studying local problems. However they cannot simultaneously take into account all the different facets and phenomena of a complex system, and new approaches are required to solve the challenging problem of correlations between phenomena at different levels and hierarchies, their self-organization and memory-evolutive aspects, the growth of additional structures and are ultimately required to explain why and how such complex systems can display both robustness and flexibility. This graduate-level text also addresses a broader interdisciplinary audience, keeping the mathematical level essentially uniform throughout the book, and involving only basic elements from calculus, algebra, geometry and systems theory. .Springeroai:cds.cern.ch:21436082016
spellingShingle Engineering
Ludu, Andrei
Boundaries of a complex world
title Boundaries of a complex world
title_full Boundaries of a complex world
title_fullStr Boundaries of a complex world
title_full_unstemmed Boundaries of a complex world
title_short Boundaries of a complex world
title_sort boundaries of a complex world
topic Engineering
url https://dx.doi.org/10.1007/978-3-662-49078-5
http://cds.cern.ch/record/2143608
work_keys_str_mv AT luduandrei boundariesofacomplexworld