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An up-to-date overview of global optimization methods used to formulate and interpret geophysical observations, for researchers, graduate students and professionals.
List of contents
Preface; 1. Preliminary statistics; 2. Direct, linear, and iterative-linear inverse methods; 3. Monte Carlo methods; 4. Simulated annealing methods; 5. Genetic algorithms; 6. Other global optimization methods; 7. Geophysical applications of SA and GA; 8. Uncertainty estimation; References; Index.
About the author
Mrinal K. Sen is a Jackson Chair Professor in Applied Seismology at the University of Texas, Austin, and in January 2012, while on sabbatical leave, became Director of the National Geophysical Research Institute at Hyderabad, India. His research areas include seismic wave propagation, inverse problems, seismic imaging, reservoir characterization and computational geophysics, and he is an expert on seismic wave propagation including anisotropy and fractures, developing analytic and numerical techniques for forward and inverse modeling. Professor Sen is the principal author of two books on geophysical inversion, the co-author of over 100 papers in peer-reviewed journals and has been an instructor on several industry short courses. He serves on several national and international committees, and is an Associate Editor of leading journals such as Geophysics, the Journal of Seismic Exploration and the International Journal of Geophysics.Paul L. Stoffa has held the Shell Distinguished Chair in Geophysics at the Department of Geological Sciences, University of Texas, Austin, since 1997, and was Director of the Institute for Geophysics at the same institution from 1994 to 2008. His areas of expertise are in multichannel seismic acquisition, signal processing, acoustic and elastic wave propagation, modeling, imaging and inversion of geophysical data, and along with his knowledge of parallel computers, he works on developing new seismic data acquisition and processing methods that can be used to address complex geologic problems. Dr Stoffa has published over 100 research articles in refereed journals. A member of the Society of Exploration Geophysicists (SEG), the American Geophysical Union (AGU) and the European Association of Geoscientists and Engineers (EAGE), he is also a recipient of the Society of Brazilian Geophysicists' Foreign Geophysicist Recognition Award.
Summary
This up-to-date new edition provides an overview of global optimization methods, and includes succinct descriptions of background theory, advanced concepts and examples of geophysical inversion, enabling readers to formulate their own applications. A valuable resource for researchers, graduate students and professionals in geophysics, inverse theory, exploration geoscience and engineering.
