AI SearchGlobal optimization methods in geophysical inversion / (Record no. 109368)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02700cam a2200265 i 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 121116s2013 enk b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781107011908 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | SDU |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QE43 |
| Item number | S474 G 2013 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Sen, Mrinal K. |
| 245 10 - TITLE STATEMENT | |
| Title | Global optimization methods in geophysical inversion / |
| Statement of responsibility, etc. | Mrinal K. Sen, University of Texas, Austin, USA and Paul L. Stoffa, The University of Texas, Austin, USA. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York : |
| Name of publisher, distributor, etc. | Cambridge University Press, |
| Date of publication, distribution, etc. | 2013 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 289 p. |
| 505 ## - Formatted Contents Note | |
| Formatted contents note | HKBU Library |
| 520 ## - SUMMARY | |
| Summary | "Making inferences about systems in the Earth's subsurface from remotely-sensed, sparse measurements is a challenging task. Geophysical inversion aims to find models which explain geophysical observations - a model-based inversion method attempts to infer model parameters by iteratively fitting observations with theoretical predictions from trial models. Global optimization often enables the solution of non-linear models, employing a global search approach to find the absolute minimum of an objective function, so that predicted data best fits the observations. This new edition provides an up-to-date overview of the most popular global optimization methods, including a detailed description of the theoretical development underlying each method, and a thorough explanation of the design, implementation, and limitations of algorithms. A new chapter provides details of recently-developed methods, such as the neighborhood algorithm, and particle swarm optimization. An expanded chapter on uncertainty estimation includes a succinct description on how to use optimization methods for model space exploration to characterize uncertainty, and now discusses other new methods such as hybrid Monte Carlo and multi-chain MCMC methods. Other chapters include new examples of applications, from uncertainty in climate modeling to whole earth studies. Several different examples of geophysical inversion, including joint inversion of disparate geophysical datasets, are provided to help readers design algorithms for their own applications. This is an authoritative and valuable text for researchers and graduate students in geophysics, inverse theory, and exploration geoscience, and an important resource for professionals working in engineering and petroleum exploration. "-- |
| 650 #0 - SUBJECT | |
| Topical term | Geological modeling. |
| 650 #0 - SUBJECT | |
| Topical term | Geophysics |
| General subdivision | Mathematical models. |
| 650 #0 - SUBJECT | |
| Topical term | Inverse problems (Differential equations) |
| 650 #0 - SUBJECT | |
| Topical term | Mathematical optimization. |
| 650 #7 - SUBJECT | |
| Topical term | SCIENCE / Geophysics. |
| 700 1# - PERSONAL NAME | |
| Personal name | Stoffa, Paul L., |
| Dates associated with a name | 1948- |
| 900 ## - Accession Number | |
| Accession Number | = C.1 SDU |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | English Books |
| Source of classification or shelving scheme | Library of Congress Classification |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| -- | 210850 |
| 650 #0 - SUBJECT | |
| -- | 210851 |
| 650 #0 - SUBJECT | |
| -- | 210852 |
| 650 #0 - SUBJECT | |
| -- | 205854 |
| 650 #7 - SUBJECT | |
| -- | 210853 |
| 700 1# - PERSONAL NAME | |
| -- | 210854 |
| 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 | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Available for Loans | General Books | MATRIX Library | MATRIX Library | General Eng/FL.3 | 03/10/2025 | Donation | QE43 S474 G 2013 | 1000377562 | 03/10/2025 | C.1 | 03/10/2025 | English Books |