Optimization and Regularization for Computational Inverse Problems and Applications PDF
By:Yanfei Wang,Anatoly G. Yagola,Changchun Yang
Published on 2011-06-29 by Springer Science & Business Media
|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.
This Book was ranked at 33 by Google Books for keyword Science Math Physics novel.
Book ID of Optimization and Regularization for Computational Inverse Problems and Applications's Books is PuaL9ha73a0C, Book which was written byYanfei Wang,Anatoly G. Yagola,Changchun Yanghave ETAG "027emScLpZM"
Book which was published by Springer Science & Business Media since 2011-06-29 have ISBNs, ISBN 13 Code is 9783642137426 and ISBN 10 Code is 3642137423
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Book which have "400 Pages" is Printed at BOOK under CategoryMathematics
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