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Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Physik & Astronomie Allg. & Lexika Basic Concepts in Computational Physics
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Basic Concepts in Computational Physics
Benjamin A. Stickler (Gebundene Ausgabe, Englisch)
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Beschreibung
With the development of ever more powerful computers a new branch of physics and engineering evolved over the last few decades: Computer Simulation or Computational Physics. It serves two main purposes:- Solution of complex mathematical problems such as, differential equations, minimization/optimization, or high-dimensional sums/integrals.- Direct simulation of physical processes, as for instance,… molecular dynamics or Monte-Carlo simulation of physical/chemical/technical processes.Consequently, the book is divided into two main parts: Deterministic methods and stochastic methods. Based on concrete problems, the first part discusses numerical differentiation and integration, and the treatment of ordinary differential equations. This is augmented by notes on the numerics of partial differential equations. The second part discusses the generation of random numbers, summarizes the basics of stochastics which is then followed by the introduction of various Monte-Carlo (MC) methods. Specific emphasis is on MARKOV chain MC algorithms. All this is again augmented by numerous applications from physics. The final two chapters on Data Analysis and Stochastic Optimization share the two main topics as a common denominator. The book offers a number of appendices to provide the reader with more detailed information on various topics discussed in the main part. Nevertheless, the reader should be familiar with the most important concepts of statistics and probability theory albeit two appendices have been dedicated to provide a rudimentary discussion. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
30.12.2013
Sprache
Englisch
EAN
9783319024349
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Benjamin A. Stickler
Seitenanzahl
377
Einbandart
Gebundene Ausgabe
Schlagwörter
Calculation Stochastic Methods, Textbook Computational Physics, Textbook Numerical Physics, Monte Carlo Method, Calculation Deterministic Methods, Data Analysis Experiment, Numerical Solution Equation
Thema-Inhalt
PHU - Mathematische Physik
TBJ - Mathematik für Ingenieure
PBKS - Numerische Mathematik
PNRP - Quanten- und theoretische Chemie
PHS - Statistische Physik
PHDT - Dynamik und Statik
PHS - Statistische Physik
Höhe
235 mm
Breite
15.5 cm
-.-
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