Geophysical Inversion Theory and Global Optimization Methods - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Geophysical Inversion Theory and Global Optimization Methods write by Caiyun Liu. This book was released on 2018-04-01. Geophysical Inversion Theory and Global Optimization Methods available in PDF, EPUB and Kindle. Geophysical inversion is an ill-posed problem. Classical local search method for inversion is depend on initial guess and easy to be trapped in local optimum. The global optimization is a group of novel methods to deal with the problems mentioned above. The book introduces the geophysical inversion theory, including the classical solving approaches firstly. Then, it introduces several typical global inversion approaches including particle swarm optimization (PSO), differential evolution (DE), and multiobjective optimization methods, as well as some examples to inverse the geophysical data, such as gravity, MT sounding, well logging, self-potential, seismic data, using these global optimization approaches.
Global Optimization Methods in Geophysical Inversion
Global Optimization Methods in Geophysical Inversion - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Global Optimization Methods in Geophysical Inversion write by Mrinal K. Sen. This book was released on 2013-02-21. Global Optimization Methods in Geophysical Inversion available in PDF, EPUB and Kindle. An up-to-date overview of global optimization methods used to formulate and interpret geophysical observations, for researchers, graduate students and professionals.
Global Optimization Methods in Geophysical Inversion
Global Optimization Methods in Geophysical Inversion - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Global Optimization Methods in Geophysical Inversion write by Mrinal K. Sen. This book was released on 2013-02-21. Global Optimization Methods in Geophysical Inversion available in PDF, EPUB and Kindle. Providing an up-to-date overview of the most popular global optimization methods used in interpreting geophysical observations, this new edition includes a detailed description of the theoretical development underlying each method and a thorough explanation of the design, implementation and limitations of algorithms. New and expanded chapters provide details of recently developed methods, such as the neighborhood algorithm, particle swarm optimization, hybrid Monte Carlo and multi-chain MCMC methods. Other chapters include new examples of applications, from uncertainty in climate modeling to whole Earth studies. Several different examples of geophysical inversion, including joint inversion of disparate geophysical datasets, are provided to help readers design algorithms for their own applications. This is an authoritative and valuable text for researchers and graduate students in geophysics, inverse theory and exploration geoscience, and an important resource for professionals working in engineering and petroleum exploration.
Seismic Inversion
Seismic Inversion - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Seismic Inversion write by Gerard T. Schuster. This book was released on 2017-07-01. Seismic Inversion available in PDF, EPUB and Kindle. This book describes the theory and practice of inverting seismic data for the subsurface rock properties of the earth. The primary application is for inverting reflection and/or transmission data from engineering or exploration surveys, but the methods described also can be used for earthquake studies. Seismic Inversion will be of benefit to scientists and advanced students in engineering, earth sciences, and physics. It is desirable that the reader has some familiarity with certain aspects of numerical computation, such as finite-difference solutions to partial differential equations, numerical linear algebra, and the basic physics of wave propagation. For those not familiar with the terminology and methods of seismic exploration, a brief introduction is provided. To truly understand the nuances of seismic inversion, we have to actively practice what we preach (or teach). Therefore, computational labs are provided for most of the chapters, and some field data labs are given as well.
Geophysical Inversion
Geophysical Inversion - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Geophysical Inversion write by J. Bee Bednar. This book was released on 1992-01-01. Geophysical Inversion available in PDF, EPUB and Kindle. This collection of papers on geophysical inversion contains research and survey articles on where the field has been and where it's going, and what is practical and what is not. Topics covered include seismic tomography, migration and inverse scattering.
