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Nonlinear dynamics, chaos, and compl...

Volchenkov, Dimitri.

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Nonlinear dynamics, chaos, and complexity = in memory of Professor Valentin Afraimovich /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Nonlinear dynamics, chaos, and complexity/ edited by Dimitri Volchenkov.
其他題名:	in memory of Professor Valentin Afraimovich /
其他作者:	Volchenkov, Dimitri.
出版者:	Singapore :Springer Singapore : : 2021.,
面頁冊數:	viii, 198 p. :ill., digital ;24 cm.
內容註:	Professor Valentin Afraimovich -- The need for more integration between machine learning and neuroscience. Quasiperiodic Route to Transient Chaos in Vibroimpact System -- Modeling Ensembles of Nonlinear Dynamic Systems in Ultrawideb and Active Wireless Direct Chaotic Networks -- Verification of Biomedical Processes with Anomalous Diffusion, Transport and Interaction of Species -- Chaos-based communication using isochronal synchronization: considerations about the synchronization manifold.
Contained By:	Springer Nature eBook
標題:	Differentiable dynamical systems. -
電子資源:	https://doi.org/10.1007/978-981-15-9034-4
ISBN:	9789811590344

Nonlinear dynamics, chaos, and complexity = in memory of Professor Valentin Afraimovich /
Nonlinear dynamics, chaos, and complexityin memory of Professor Valentin Afraimovich /[electronic resource] :edited by Dimitri Volchenkov. - Singapore :Springer Singapore :2021. - viii, 198 p. :ill., digital ;24 cm. - Nonlinear physical science,1867-8440. - Nonlinear physical science..

Professor Valentin Afraimovich -- The need for more integration between machine learning and neuroscience. Quasiperiodic Route to Transient Chaos in Vibroimpact System -- Modeling Ensembles of Nonlinear Dynamic Systems in Ultrawideb and Active Wireless Direct Chaotic Networks -- Verification of Biomedical Processes with Anomalous Diffusion, Transport and Interaction of Species -- Chaos-based communication using isochronal synchronization: considerations about the synchronization manifold.

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)

ISBN: 9789811590344

Standard No.: 10.1007/978-981-15-9034-4doiSubjects--Topical Terms:

524351
Differentiable dynamical systems.

LC Class. No.: QA614.8

Dewey Class. No.: 515.39

Nonlinear dynamics, chaos, and complexity = in memory of Professor Valentin Afraimovich /
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