Markov Chain Monte Carlo Simulations...
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Book Overview This book teaches modern Markov chain Monte Carlo (MC) simulation techniques step by step. The material should be accessible to advanced ...
This book teaches modern Markov chain Monte Carlo (MC) simulation techniques step by step. The material should be accessible to advanced undergraduate students and is suitable for a course. It ranges from elementary statistics concepts (the theory behind MC simulations), through conventional Metropolis and heat bath algorithms, autocorrelations and the analysis of the performance of MC algorithms, to advanced topics including the multicanonical approach, cluster algorithms and parallel computing. Therefore, it is also of interest to researchers in the field. The book relates the theory directly to Web-based computer code. This allows readers to get quickly started with their own simulations and to verify many numerical examples easily. The present code is in Fortran 77, for which compilers are freely available. The principles taught are important for users of other programming languages, like C or C++.
Book Details Format: Hardcover | Pages: 361 | Language: English | Publisher: WORLD SCIENTIFIC PUB CO INC | ISBN: 9812389350
FormatHardcover
Pages361
LanguageEnglish
ISBN9812389350
EAN9789812389350
PublisherWORLD SCIENTIFIC PUB CO INC
Publication Date1970-01-01
AccessoriesNo Accessory
ConditionNew
Product TypeHARD COVER BOOKS
Weight1.49 Pounds
Length9.24 Inches
Width6.18 Inches
Height1.06 Inches
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