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Advances in Computer Simulation [[electronic resource] ] : Lectures Held at the Eötvös Summer School in Budapest, Hungary, 16–20 July 1996 / / edited by Janos Kertesz, Imre Kondor



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Titolo: Advances in Computer Simulation [[electronic resource] ] : Lectures Held at the Eötvös Summer School in Budapest, Hungary, 16–20 July 1996 / / edited by Janos Kertesz, Imre Kondor Visualizza cluster
Pubblicazione: Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1998
Edizione: 1st ed. 1998.
Descrizione fisica: 1 online resource (VIII, 168 p. 35 illus.)
Disciplina: 530/.01/13
Soggetto topico: Computer simulation
Physics
Statistical physics
Dynamical systems
Atoms
Simulation and Modeling
Mathematical Methods in Physics
Numerical and Computational Physics, Simulation
Complex Systems
Atomic, Molecular, Optical and Plasma Physics
Statistical Physics and Dynamical Systems
Persona (resp. second.): KerteszJanos
KondorImre
Note generali: Bibliographic Level Mode of Issuance: Monograph
Nota di contenuto: 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.
Sommario/riassunto: 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.
Titolo autorizzato: Advances in computer simulation  Visualizza cluster
ISBN: 3-540-69675-X
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910257407003321
Lo trovi qui: Univ. Federico II
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Serie: Lecture Notes in Physics, . 0075-8450 ; ; 501