Yanfei Wang & Anatoly G. Yagola 
Optimization and Regularization for Computational Inverse Problems and Applications [PDF ebook] 

Ajutor

‘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.

€96.29
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Cuprins

Introduction.- Regularization Theory and Recent Developments.- Nonstandard Regularization and Advanced Optimization Theory and Methods.- Numerical Inversion in Geoscience and Quantitative Remote Sensing.

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Limba Engleză ● Format PDF ● Pagini 400 ● ISBN 9783642137426 ● Mărime fișier 3.9 MB ● Editor Yanfei Wang & Anatoly G. Yagola ● Editura Springer Berlin ● Oraș Heidelberg ● Țară DE ● Publicat 2011 ● Descărcabil 24 luni ● Valută EUR ● ID 5238668 ● Protecție împotriva copiilor DRM social

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