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001			u374575
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007			cr nn 008mamaa
008			110629s2011 gw | s |||| 0|eng d
020			_a9783642137426 _9978-3-642-13742-6
040			_cMX-MeUAM
050		4	_aQA71-90
082	0	4	_a518 _223
082	0	4	_a518 _223
100	1		_aWang, Yanfei. _eeditor.
245	1	0	_aOptimization and Regularization for Computational Inverse Problems and Applications _h[recurso electrónico] / _cedited by Yanfei Wang, Changchun Yang, Anatoly G. Yagola.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2011.
300			_a400p. 36 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aIntroduction -- Regularization Theory and Recent Developments -- Nonstandard Regularization and Advanced Optimization Theory and Methods -- Numerical Inversion in Geoscience and Quantitative Remote Sensing.
520			_a"Optimization and Regularization for Computational Inverse Problems and Applications" focuses on advances in inversion theory and recent developments with practical applications, particularly emphasizing the combination of optimization and regularization for solving inverse problems. This book covers both the methods, including standard regularization theory, Fejer processes for linear and nonlinear problems, the balancing principle, extrapolated regularization, nonstandard regularization, nonlinear gradient method, the nonmonotone gradient method, subspace method and Lie group method; and the practical applications, such as the reconstruction problem for inverse scattering, molecular spectra data processing, quantitative remote sensing inversion, seismic inversion using the Lie group method, and the gravitational lensing problem. Scientists, researchers and engineers, as well as graduate students engaged in applied mathematics, engineering, geophysics, medical science, image processing, remote sensing and atmospheric science will benefit from this book. Dr. Yanfei Wang is a Professor at the Institute of Geology and Geophysics, Chinese Academy of Sciences, China. Dr. Sc. Anatoly G. Yagola is a Professor and Assistant Dean of the Physical Faculty, Lomonosov Moscow State University, Russia. Dr. Changchun Yang is a Professor and Vice Director of the Institute of Geology and Geophysics, Chinese Academy of Sciences, China.
650		0	_aMathematics.
650		0	_aRemote sensing.
650		0	_aComputer science _xMathematics.
650		0	_aEngineering mathematics.
650	1	4	_aMathematics.
650	2	4	_aComputational Mathematics and Numerical Analysis.
650	2	4	_aAppl.Mathematics/Computational Methods of Engineering.
650	2	4	_aRemote Sensing/Photogrammetry.
700	1		_aYang, Changchun. _eeditor.
700	1		_aYagola, Anatoly G. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642137419
856	4	0	_zLibro electrónico _uhttp://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-3-642-13742-6
596			_a19
942			_cLIBRO_ELEC
999			_c202455 _d202455