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Geophysical Inversion Theory and Global Optimization Methods

2018-04-01 Science
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Release : 2018-04-01
Genre : Science
Kind : eBook
Book Rating : 263/5 ( reviews)

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Book Synopsis Geophysical Inversion Theory and Global Optimization Methods by : Caiyun Liu

Download or read book Geophysical Inversion Theory and Global Optimization Methods written by Caiyun Liu. This book was released on 2018-04-01. Available in PDF, EPUB and Kindle. Book excerpt: 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

2013-02-21 Mathematics
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Release : 2013-02-21
Genre : Mathematics
Kind : eBook
Book Rating : 906/5 ( reviews)

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Book Synopsis Global Optimization Methods in Geophysical Inversion by : Mrinal K. Sen

Download or read book Global Optimization Methods in Geophysical Inversion written by Mrinal K. Sen. This book was released on 2013-02-21. Available in PDF, EPUB and Kindle. Book excerpt: 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

2013-02-21 Science
Download Global Optimization Methods in Geophysical Inversion PDF Online Free

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Release : 2013-02-21
Genre : Science
Kind : eBook
Book Rating : 519/5 ( reviews)

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Book Synopsis Global Optimization Methods in Geophysical Inversion by : Mrinal K. Sen

Download or read book Global Optimization Methods in Geophysical Inversion written by Mrinal K. Sen. This book was released on 2013-02-21. Available in PDF, EPUB and Kindle. Book excerpt: 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

2017-07-01 Science
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Release : 2017-07-01
Genre : Science
Kind : eBook
Book Rating : 41X/5 ( reviews)

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Book Synopsis Seismic Inversion by : Gerard T. Schuster

Download or read book Seismic Inversion written by Gerard T. Schuster. This book was released on 2017-07-01. Available in PDF, EPUB and Kindle. Book excerpt: 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

1992-01-01 Science
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Release : 1992-01-01
Genre : Science
Kind : eBook
Book Rating : 735/5 ( reviews)

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Book Synopsis Geophysical Inversion by : J. Bee Bednar

Download or read book Geophysical Inversion written by J. Bee Bednar. This book was released on 1992-01-01. Available in PDF, EPUB and Kindle. Book excerpt: 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.

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