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Monte Carlo methods /
~
Barbu, Adrian G., (1971-)
Monte Carlo methods /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Monte Carlo methods /Adrian Barbu, Song-Chun Zhu.
作者:
Barbu, Adrian G.,
其他作者:
Zhu, Song Chun.
出版者:
Singapore :Springer,c2020.
面頁冊數:
xvi, 422 p. :ill. (some col.) ;25 cm.
標題:
Monte Carlo method.
ISBN:
9789811329708 (hbk.) :
Monte Carlo methods /
Barbu, Adrian G.,1971-
Monte Carlo methods /
Adrian Barbu, Song-Chun Zhu. - Singapore :Springer,c2020. - xvi, 422 p. :ill. (some col.) ;25 cm.
Includes bibliographical references and index.
1 Introduction to Monte Carlo Methods -- 2 Sequential Monte Carlo -- 3 Markov Chain Monte Carlo -- the Basics -- 4 Metropolis Methods and Variants -- 5 Gibbs Sampler and its Variants -- 6 Cluster Sampling Methods -- 7 Convergence Analysis of MCMC -- 8 Data Driven Markov Chain Monte Carlo -- 9 Hamiltonian and Langevin Monte Carlo -- 10 Learning with Stochastic Gradient -- 11 Mapping the Energy Landscape.
ISBN: 9789811329708 (hbk.) :NT$2978Subjects--Topical Terms:
186286
Monte Carlo method.
LC Class. No.: QA298 / .B37 2020
Dewey Class. No.: 519.282
Monte Carlo methods /
LDR
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Adrian Barbu, Song-Chun Zhu.
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Springer,
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xvi, 422 p. :
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ill. (some col.) ;
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Includes bibliographical references and index.
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1 Introduction to Monte Carlo Methods -- 2 Sequential Monte Carlo -- 3 Markov Chain Monte Carlo -- the Basics -- 4 Metropolis Methods and Variants -- 5 Gibbs Sampler and its Variants -- 6 Cluster Sampling Methods -- 7 Convergence Analysis of MCMC -- 8 Data Driven Markov Chain Monte Carlo -- 9 Hamiltonian and Langevin Monte Carlo -- 10 Learning with Stochastic Gradient -- 11 Mapping the Energy Landscape.
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Monte Carlo method.
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Zhu, Song Chun.
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885557
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