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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Physik & Astronomie Theoretische Physik Complex and Adaptive Dynamical Systems
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Complex and Adaptive Dynamical Systems
Claudius Gros (Broschiert, Englisch)
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Beschreibung
Complex system theory is rapidly developing and gaining importance, providing tools and concepts central to our modern understanding of emergent phenomena. This primer offers an introduction to this area together with detailed coverage of the mathematics involved.
All calculations are presented step by step and are straightforward to follow. This new third edition comes with new material, figures… and exercises.
Network theory, dynamical systems and information theory, the core of modern complex system sciences, are developed in the first three chapters, covering basic concepts and phenomena like small-world networks, bifurcation theory and information entropy.
Further chapters use a modular approach to address the most important concepts in complex system sciences, with the emergence and self-organization playing a central role. Prominent examples are self-organized criticality in adaptive systems, life at the edge of chaos, hypercycles and coevolutionary avalanches, synchronization phenomena, absorbing phase transitions and the cognitive system approach to the brain.
Technical course prerequisites are the standard mathematical tools for an advanced undergraduate course in the natural sciences or engineering. Each chapter comes with exercises and suggestions for further reading - solutions to the exercises are provided in the last chapter.
From the reviews of previous editions:
This is a very interesting introductory book written for a broad audience of graduate students in natural sciences and engineering. It can be equally well used both for teaching and self-education. Very well structured and every topic is illustrated by simple and motivating examples. This is a true guidebook to the world of complex nonlinear phenomena. (Ilya Pavlyukevich, Zentralblatt MATH, Vol. 1146, 2008)
"Claudius Gros's Complex and Adaptive Dynamical Systems: A Primer is a welcome addition to the literature. . A particular strength of the book is its emphasis on analytical techniques for studying complex systems. (David P. Feldman, Physics Today, July, 2009) Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
04.05.2013
Sprache
Englisch
EAN
9783642365850
Herausgeber
Springer Berlin
Sonderedition
Nein
Autor
Claudius Gros
Seitenanzahl
345
Auflage
3
Einbandart
Broschiert
Buch Untertitel
A Primer
Schlagwörter
Adaptive Systems, Self-organized Criticality, Synchronization in Cognitive Systems, Complex Networks, Cellular Automata, Complex Systems Textbook
Thema-Inhalt
PHU - Mathematische Physik
PBKD - Komplexe Analysis, komplexe Variablen, Funktionentheorie
GPFC - Kybernetik und Systemtheorie
JHBC - Sozialforschung und -statistik
PSAF - Ökologie, Biosphäre
PBW - Angewandte Mathematik
PBWR - Nichtlineare Wissenschaft
PHDT - Dynamik und Statik
Höhe
235 mm
Breite
15.5 cm
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