Global optimization methods in geophysical inversion

One of the major goals of geophysical inversion is to find earth models that explain the geophysical observations. Thus the branch of mathematics known as optimization has found significant use in many geophysical applications. Both local and global optimization methods are used in the estimation of...

Full description

Saved in:
Bibliographic Details
Main Author: Sen, Mrinal K.
Other Authors: Stoffa, Paul L., 1948-
Format: eBook
Language: English
Published: Amsterdam ; New York : Elsevier, ©1995.
Series: Advances in exploration geophysics ; 4.
Subjects:
Geological modeling.
Geophysics > Mathematical models.
Inverse problems (Differential equations)
Mathematical optimization.
elektronické knihy
electronic books
ISBN: 9780080532561
008053256X
1281055190
9781281055194
0444817670
9780444817679
Physical Description: 1 online resource (xi, 281 pages)

Cover

Table of contents

LEADER 04136cam a2200481 a 4500
001 kn-ocn190795160
003 OCoLC
005 20240717213016.0
006 m o d
007 cr cn|||||||||
008 080114s1995 ne ob 001 0 eng d
040 |a WAU  |b eng  |e pn  |c WAU  |d KNOVL  |d IDEBK  |d OCLCQ  |d KNOVL  |d ZCU  |d OPELS  |d OKU  |d N$T  |d YDXCP  |d AU@  |d E7B  |d OCLCE  |d OCLCO  |d KNOVL  |d OCLCF  |d OCLCQ  |d UIU  |d KNOVL  |d OCLCQ  |d DEBSZ  |d OCLCQ  |d BUF  |d STF  |d D6H  |d CEF  |d RRP  |d OCLCQ  |d WYU  |d ERF  |d OCLCQ  |d LEAUB  |d OCLCQ  |d MM9  |d OCLCQ  |d OCLCO  |d UAB  |d ADU  |d ERD  |d OCLCO  |d OCLCQ  |d OCLCO  |d OCLCL  |d SXB 
020 |a 9780080532561  |q (electronic) 
020 |a 008053256X  |q (electronic) 
020 |a 1281055190 
020 |a 9781281055194 
020 |z 0444817670 
020 |z 9780444817679 
035 |a (OCoLC)190795160  |z (OCoLC)162131058  |z (OCoLC)182522121  |z (OCoLC)269430023  |z (OCoLC)647294980  |z (OCoLC)647688336  |z (OCoLC)823829874  |z (OCoLC)823899580  |z (OCoLC)824090850  |z (OCoLC)824138585  |z (OCoLC)1035658735  |z (OCoLC)1044306377  |z (OCoLC)1047748871  |z (OCoLC)1056354684  |z (OCoLC)1057995028  |z (OCoLC)1058769300  |z (OCoLC)1060897511  |z (OCoLC)1065937659  |z (OCoLC)1074324080  |z (OCoLC)1086501288  |z (OCoLC)1145378230 
042 |a dlr 
100 1 |a Sen, Mrinal K. 
245 1 0 |a Global optimization methods in geophysical inversion /  |c Mrinal Sen and Paul L. Stoffa. 
260 |a Amsterdam ;  |a New York :  |b Elsevier,  |c ©1995. 
300 |a 1 online resource (xi, 281 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Advances in exploration geophysics ;  |v 4 
504 |a Includes bibliographical references (pages 269-277) and index. 
505 0 |a Preliminary statistics -- Direct, linear and iterative-linear inverse methods -- Monte Carlo methods -- Simulated annealing methods -- Genetic algorithms -- Geophysical applications of SA and GA -- Uncertainty estimation. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a One of the major goals of geophysical inversion is to find earth models that explain the geophysical observations. Thus the branch of mathematics known as optimization has found significant use in many geophysical applications. Both local and global optimization methods are used in the estimation of material properties from geophysical data. As the title of the book suggests, the aim of this book is to describe the application of several recently developed global optimization methods to geophysical problems. & bull; The well known linear and gradient based optimization methods have been summarized in order to explain their advantages and limitations & bull; The theory of simulated annealing and genetic algorithms have been described in sufficient detail for the readers to understand the underlying fundamental principles upon which these algorithms are based & bull; The algorithms have been described using simple flow charts (the algorithms are general and can be applied to a wide variety of problems Students, researchers and practitioners will be able to design practical algorithms to solve their specific geophysical inversion problems. The book is virtually self-contained so that there are no prerequisites, except for a fundamental mathematical background that includes a basic understanding of linear algebra and calculus. 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Geological modeling. 
650 0 |a Geophysics  |x Mathematical models. 
650 0 |a Inverse problems (Differential equations) 
650 0 |a Mathematical optimization. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Stoffa, Paul L.,  |d 1948- 
776 0 8 |i Print version:  |a Sen, Mrinal K.  |t Global optimization methods in geophysical inversion.  |d Amsterdam ; New York : Elsevier, ©1995  |w (DLC) 95012651 
830 0 |a Advances in exploration geophysics ;  |v 4. 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpGOMGI003/global-optimization-methods?kpromoter=marc  |y Full text 

Similar Items