Inverse problems: Tikhonov theory and algorithms (Record no. 191787)

MARC details
000 -LEADER
fixed length control field 01925 a2200181 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 141102b2014 xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789814596190
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 515.357
Item number I8I6
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Ito, Kazufumi
9 (RLIN) 304294
245 ## - TITLE STATEMENT
Title Inverse problems: Tikhonov theory and algorithms
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New Jersey
Name of publisher, distributor, etc World Scientific Publishing Co. Pte. Ltd.
Date of publication, distribution, etc 2014
300 ## - PHYSICAL DESCRIPTION
Extent x, 319 p.
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Series on Applied Mathematics, Vol. 22
9 (RLIN) 304295
520 ## - SUMMARY, ETC.
Summary, etc Inverse problems arise in practical applications whenever one needs to deduce unknowns from observables. This monograph is a valuable contribution to the highly topical field of computational inverse problems. Both mathematical theory and numerical algorithms for model-based inverse problems are discussed in detail. The mathematical theory focuses on nonsmooth Tikhonov regularization for linear and nonlinear inverse problems. The computational methods include nonsmooth optimization algorithms, direct inversion methods and uncertainty quantification via Bayesian inference.<br/><br/>The book offers a comprehensive treatment of modern techniques, and seamlessly blends regularization theory with computational methods, which is essential for developing accurate and efficient inversion algorithms for many practical inverse problems.<br/><br/>It demonstrates many current developments in the field of computational inversion, such as value function calculus, augmented Tikhonov regularization, multi-parameter Tikhonov regularization, semismooth Newton method, direct sampling method, uncertainty quantification and approximate Bayesian inference. It is written for graduate students and researchers in mathematics, natural science and engineering.<br/>(http://www.worldscientific.com/worldscibooks/10.1142/9120)
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Inverse problems (Differential equations) - Numerical solutions
9 (RLIN) 304296
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Jin, Bangti
9 (RLIN) 306629
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Item location Total Checkouts Full call number Barcode Date last seen Cost, replacement price Koha item type
    Dewey Decimal Classification     Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library General Stacks 03/11/2014 Kushal Books 6107.68 Rack 28-A / Slot 1377 (0 Floor, East Wing)   515.357 I8I6 186626 03/11/2014 7634.60 Books