國立高雄大學圖資館 |

Language: English

圖資館首頁

Login

Back

Switch To: Labeled | MARC Mode | ISBD

Monte Carlo methods /

~

Barbu, Adrian G., (1971-)

Monte Carlo methods /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Monte Carlo methods /Adrian Barbu, Song-Chun Zhu.
Author:	Barbu, Adrian G.,
other author:	Zhu, Song Chun.
Published:	Singapore :Springer,c2020.
Description:	xvi, 422 p. :ill. (some col.) ;25 cm.
Subject:	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:01041cam a2200205 a 4500 001 593920
003 OCoLC
005 20210811215323.0
008 210818s2020 si a b 001 0 eng d
020 $a 9789811329708 (hbk.) : $c NT$2978
020 $a 9811329702 (hbk.)
035 $a (OCoLC)1052875698
035 $a on1052875698
040 $a YDX $b eng $c YDX $d OCLCQ $d BDX $d YDXIT $d OCLCF $d S2H
050 4 $a QA298 $b .B37 2020
082 0 4 $a 519.282 $2 23
100 1 $a Barbu, Adrian G., $d 1971- $3 885556
245 1 0 $a Monte Carlo methods / $c Adrian Barbu, Song-Chun Zhu.
260 $a Singapore : $b Springer, $c c2020.
300 $a xvi, 422 p. : $b ill. (some col.) ; $c 25 cm.
504 $a Includes bibliographical references and index.
505 0 $a 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.
650 0 $a Monte Carlo method. $3 186286
650 0 $a Computer science $x Mathematics. $3 181991
650 0 $a Mathematical statistics. $3 181877
700 1 $a Zhu, Song Chun. $3 885557

based on 0 review(s)

Items

1 records • Pages 1 •
1

Inventory Number

No. of reservations

320000730483

西方語文圖書區(四樓)

1圖書

一般圖書

QA298 B241 2020

一般使用(Normal)

On shelf

0

1 records • Pages 1 •
1

Reviews

Add a review and share your thoughts with other readers

Export

pickup library

Change password

Login