MARC details
| 000 -LEADER |
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| fixed length control field |
01692cam a2200253 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
136512 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
ISI Library, Kolkata |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20160202121710.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
140429t20152015njua b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9789814596190 (hardcover : alk. paper) |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
ISI Library |
| Language of cataloging |
eng |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
515.357 |
| Edition number |
23 |
| Item number |
It89 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ito, Kazufumi. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Inverse problems : |
| Remainder of title |
Tikhonov theory and algorithms / |
| Statement of responsibility, etc |
Kazufumi Ito and Bangti Jin. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
New Jersey : |
| Name of publisher, distributor, etc |
World Scientific, |
| Date of publication, distribution, etc |
2014. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
x, 319 p. : |
| Other physical details |
illustrations ; |
| Dimensions |
24 cm. |
| 490 0# - SERIES STATEMENT |
|---|
| Series statement |
Series on applied mathematics ; |
| Volume number/sequential designation |
v 22. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
1. Introduction--<br/>2. Models in inverse problems--<br/>3. Tikhonov theory for linear problems--<br/>4. Tikhonov theory for nonlinear inverse problems--<br/>5. Nonsmooth optimization--<br/>6. Direct inversion methods--<br/>7. Bayesian inference--<br/>Appendixes--<br/>Bibliography--<br/>Index. |
| 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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Inverse problems (Differential equations) |
| General subdivision |
Numerical solutions. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Jin, Bangti, |
| Relator term |
author. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
