000 02419nam a22003738i 4500
001 CR9780511997570
003 UkCbUP
005 20200124160259.0
006 m|||||o||d||||||||
007 cr||||||||||||
008 110111s2013||||enk o ||1 0|eng|d
020 _a9780511997570 (ebook)
020 _z9781107011908 (hardback)
040 _aUkCbUP
_beng
_erda
_cUkCbUP
050 0 0 _aQE43
_b.S46 2013
082 0 0 _a550.1/515357
_223
100 1 _aSen, Mrinal K.,
_eauthor.
245 1 0 _aGlobal optimization methods in geophysical inversion /
_cMrinal K. Sen, University of Texas, Austin, USA and Paul L. Stoffa, The University of Texas, Austin, USA.
250 _a2nd ed.
264 1 _aCambridge :
_bCambridge University Press,
_c2013.
300 _a1 online resource (xii, 289 pages) :
_bdigital, PDF file(s).
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
500 _aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
520 _aProviding an up-to-date overview of the most popular global optimization methods used in interpreting geophysical observations, this new edition includes a detailed description of the theoretical development underlying each method and a thorough explanation of the design, implementation and limitations of algorithms. New and expanded chapters provide details of recently developed methods, such as the neighborhood algorithm, particle swarm optimization, 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 _aGeological modeling.
650 0 _aGeophysics
_xMathematical models.
650 0 _aInverse problems (Differential equations)
650 0 _aMathematical optimization.
700 1 _aStoffa, Paul L.,
_d1948-
_eauthor.
776 0 8 _iPrint version:
_z9781107011908
856 4 0 _uhttps://doi.org/10.1017/CBO9780511997570
999 _c520217
_d520215