Advances in Computer Simulation

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Beschreibung

Computer simulation has become a basic tool in many branches of physics such as statistical physics, particle physics, or materials science. The application of efficient algorithms is at least as important as good hardware in large-scale computation. This volume contains didactic lectures on such techniques based on physical insight. The emphasis is on Monte Carlo methods (introduction, cluster algorithms, reweighting and multihistogram techniques, umbrella sampling), efficient data analysis and optimization methods, but aspects of supercomputing, the solution of stochastic differential equations, and molecular dynamics are also discussed. The book addresses graduate students and researchers in theoretical and computational physics.

Inhalt
to Monte Carlo algorithms.- Cluster algorithms.- Optimized monte carlo methods.- Monte Carlo on parallel and vector computers.- Error estimates on averages of correlated data.- Stochastic differential equations.- Frustrated systems: Ground state properties via combinatorial optimization.- Molecular dynamics.

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Produktinformationen

Titel
Advances in Computer Simulation
Untertitel
Lectures Held at the Eötvös Summer School in Budapest, Hungary, 16-20 July 1996
Editor
EAN
9783662141861
ISBN
3662141868
Format
Kartonierter Einband
Herausgeber
Springer Berlin Heidelberg
Genre
Anwendungs-Software
Anzahl Seiten
180
Gewicht
283g
Größe
H235mm x B155mm x T9mm
Jahr
2013
Untertitel
Englisch
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