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Nonlinear dynamics, chaos, and complexity: in memory of professor Valentin Afraimovich

This book demonstrates how mathematical methods and techniques can be used in synergy and create a new way of looking at complex systems. It becomes clear nowadays that the standard (graph-based) network approach, in which observable events and transportation hubs are represented by nodes and relati...

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Detalles Bibliográficos
Autor principal: Volchenkov, Dimitri
Lenguaje:eng
Publicado: Springer 2021
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-981-15-9034-4
http://cds.cern.ch/record/2749387
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author Volchenkov, Dimitri
author_facet Volchenkov, Dimitri
author_sort Volchenkov, Dimitri
collection CERN
description This book demonstrates how mathematical methods and techniques can be used in synergy and create a new way of looking at complex systems. It becomes clear nowadays that the standard (graph-based) network approach, in which observable events and transportation hubs are represented by nodes and relations between them are represented by edges, fails to describe the important properties of complex systems, capture the dependence between their scales, and anticipate their future developments. Therefore, authors in this book discuss the new generalized theories capable to describe a complex nexus of dependences in multi-level complex systems and to effectively engineer their important functions. The collection of works devoted to the memory of Professor Valentin Afraimovich introduces new concepts, methods, and applications in nonlinear dynamical systems covering physical problems and mathematical modelling relevant to molecular biology, genetics, neurosciences, artificial intelligence as well as classic problems in physics, machine learning, brain and urban dynamics. The book can be read by mathematicians, physicists, complex systems scientists, IT specialists, civil engineers, data scientists, urban planners, and even musicians (with some mathematical background). .
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spelling cern-27493872021-04-21T16:44:00Zdoi:10.1007/978-981-15-9034-4http://cds.cern.ch/record/2749387engVolchenkov, DimitriNonlinear dynamics, chaos, and complexity: in memory of professor Valentin AfraimovichNonlinear SystemsThis book demonstrates how mathematical methods and techniques can be used in synergy and create a new way of looking at complex systems. It becomes clear nowadays that the standard (graph-based) network approach, in which observable events and transportation hubs are represented by nodes and relations between them are represented by edges, fails to describe the important properties of complex systems, capture the dependence between their scales, and anticipate their future developments. Therefore, authors in this book discuss the new generalized theories capable to describe a complex nexus of dependences in multi-level complex systems and to effectively engineer their important functions. The collection of works devoted to the memory of Professor Valentin Afraimovich introduces new concepts, methods, and applications in nonlinear dynamical systems covering physical problems and mathematical modelling relevant to molecular biology, genetics, neurosciences, artificial intelligence as well as classic problems in physics, machine learning, brain and urban dynamics. The book can be read by mathematicians, physicists, complex systems scientists, IT specialists, civil engineers, data scientists, urban planners, and even musicians (with some mathematical background). .Springeroai:cds.cern.ch:27493872021
spellingShingle Nonlinear Systems
Volchenkov, Dimitri
Nonlinear dynamics, chaos, and complexity: in memory of professor Valentin Afraimovich
title Nonlinear dynamics, chaos, and complexity: in memory of professor Valentin Afraimovich
title_full Nonlinear dynamics, chaos, and complexity: in memory of professor Valentin Afraimovich
title_fullStr Nonlinear dynamics, chaos, and complexity: in memory of professor Valentin Afraimovich
title_full_unstemmed Nonlinear dynamics, chaos, and complexity: in memory of professor Valentin Afraimovich
title_short Nonlinear dynamics, chaos, and complexity: in memory of professor Valentin Afraimovich
title_sort nonlinear dynamics, chaos, and complexity: in memory of professor valentin afraimovich
topic Nonlinear Systems
url https://dx.doi.org/10.1007/978-981-15-9034-4
http://cds.cern.ch/record/2749387
work_keys_str_mv AT volchenkovdimitri nonlineardynamicschaosandcomplexityinmemoryofprofessorvalentinafraimovich