Computational Methods for Applied Inverse Problems

1. Auflage 2012
ISBN: 978-3-11-025904-9
Verlag: De Gruyter

Buch, Englisch, Band 56, 530 Seiten, Format (B × H): 175 mm x 246 mm, Gewicht: 1104 g

Reihe: Inverse and Ill-Posed Problems Series

Nowadays inverse problems and applications in science and engineering represent an extremely active research field. The subjects are related to mathematics, physics, geophysics, geochemistry, oceanography, geography and remote sensing, astronomy, biomedicine, and other areas of applications.

This monograph reports recent advances of inversion theory and recent developments with practical applications in frontiers of sciences, especially inverse design and novel computational methods for inverse problems. The practical applications include inverse scattering, chemistry, molecular spectra data processing, quantitative remote sensing inversion, seismic imaging, oceanography, and astronomical imaging.

The book serves as a reference book and readers who do research in applied mathematics, engineering, geophysics, biomedicine, image processing, remote sensing, and environmental science will benefit from the contents since the book incorporates a background of using statistical and non-statistical methods, e.g., regularization and optimization techniques for solving practical inverse problems.

Zielgruppe

Applied Mathematicians, Geoscientists, Professionals Working in Image Processing; Academic Libraries

Autoren/Hrsg.

Yang, Changchun

Wang, Yanfei

Yagola, Anatoly G.

Weitere Mitwirkende

Press, Higher Education

Bai, Y.

Bao, G.

Cao, J. J.

Cheng, H.

Dai, Y. H.

Dong, C. Z.

Dulikravich, G. S.

Egorov, I. N.

Fu, C. L.

Gelius, L. J.

Hao, L. L.

Huang, X. H.

Kabanikhin, S. I.

Kochikov, I. V.

Kuramshina, G. M.

Li, G. S.

Li, P. J.

Li, Z. H.

Liu, J. J.

Liu, X. D.

Ma, Y. J.

Nair, M. T.

Panteleev, V. L.

Pinheiro, L. M.

Shishlenin, M. A.

Song, H. B.

Song, Y.

Stepanova, A. V.

Sun, T.

Wang, Y. F.

Xiang, Z. H.

Xiao, T. Y.

Xu, H. L.

Yagola, A. G.

Yang, C. C.

Yang, H.

Zang, B.

Zhang, H.

Zotov, L. V.

Fachgebiete

• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Naturwissenschaften Physik Physik Allgemein Theoretische Physik, Mathematische Physik, Computerphysik
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Computeranwendungen in der Mathematik
• Naturwissenschaften Physik Angewandte Physik Geophysik
• Geowissenschaften Geologie Geophysik
• Mathematik | Informatik EDV | Informatik Informatik Mathematik für Informatiker

Über Autor(innen)

Yanfei Wang, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing, China; Anatoly G. Yagola, Lomonosov Moscow State University, Russia; Changchun Yang, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing, China.