Nonlinear Dynamics, Chaos, and Complexity: In Memory of...

Nonlinear Dynamics, Chaos, and Complexity: In Memory of Professor Valentin Afraimovich

Dimitri Volchenkov
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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). 

Категории:
Година:
2021
Издателство:
Springer
Език:
english
Страници:
198
ISBN 10:
9811590338
ISBN 13:
9789811590337
Серия:
Nonlinear Physical Science
Файл:
PDF, 6.92 MB
IPFS:
CID , CID Blake2b
english, 2021
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