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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Physik & Astronomie Theoretische Physik Statistical Physics of Complex Systems
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Statistical Physics of Complex Systems
Eric Bertin (Taschenbuch, Englisch)
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Beschreibung
This course-tested primer provides graduate students and non-specialists with a basic understanding of the concepts and methods of statistical physics and demonstrates their wide range of applications to interdisciplinary topics in the field of complex system sciences, including selected aspects of theoretical modeling in biology and the social sciences.
Generally speaking, the goals of… statistical physics may be summarized as follows: on the one hand to study systems composed of a large number of interacting units, and on the other to predict the macroscopic, collective behavior of the system considered from the perspective of the microscopic laws governing the dynamics of the individual entities. These two goals are essentially also shared by what is now called 'complex systems science,' and as such, systems studied in the framework of statistical physics may be considered to be among the simplest examples of complex systems – while also offering a rather well developed mathematical treatment.
The second edition has been significantly revised and expanded, featuring in particular three new chapters addressing non-conserved particles, evolutionary population dynamics, networks, properties of both individual and coupled simple dynamical systems, and convergence theorems, as well as short appendices that offer helpful hints on how to perform simple stochastic simulations in practice.
Yet, the original spirit of the book – to remain accessible to a broad, non-specialized readership – has been kept throughout: the format is a set of concise, modular and self-contained topical chapters, avoiding technicalities and jargon as much as possible, and complemented by a wealth of worked-out examples, so as to make this work useful as a self-study text or as textbook for short courses.
From the reviews of the first edition:
“… a good introduction to basic concepts of statistical physics and complex systems for students and researchers with an interest in complex systems in other fields … .” Georg Hebermehl, Zentralblatt MATH, Vol. 1237, 2012
“… this short text remains very refreshing for the mathematician.” Dimitri Petritis, Mathematical Reviews, Issue 2012k Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
25.10.2016
Sprache
Englisch
EAN
9783319423388
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Eric Bertin
Seitenanzahl
172
Auflage
2
Einbandart
Taschenbuch
Buch Untertitel
A Concise Introduction
Schlagwörter
Central Limit Theorem, Chaotic Deterministic Systems, Complex Systems Modeling, Complex Systems Textbook, Extreme Value Statistics and Rare Events, Interdisciplinary Physics, Statistical Physics Primer, Stochastic and Deterministic Dynamical Systems
Thema-Inhalt
PHS - Statistische Physik
PHDT - Dynamik und Statik
GPFC - Kybernetik und Systemtheorie
PBW - Angewandte Mathematik
PHS - Statistische Physik
Höhe
235 mm
Breite
15.5 cm
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