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Global Optimization Methods in Geophysical Inversion

Name: Global Optimization Methods in Geophysical Inversion
Brand: Cambridge University Press
SKU: 01239684
Price: 195.79 EUR
Availability: InStock
Author: Mrinal K Sen
ISBN: 9781107011908

Mrinal K Sen

Lingua

Inglese

Libro Rigido

Codice Libristo: 01239684

Casa editrice Cambridge University Press, febbraio 2013

Providing an up-to-date overview of the most popular global optimization methods used in interpretin... Descrizione completa

Codice Libristo: 01239684

479 b

195.79 €

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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.