Inverse Problems Tikhonov Theory And Algorithms is popular PDF and ePub book, written by Ito Kazufumi in 2014-08-28, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Inverse Problems Tikhonov Theory And Algorithms can be Read Online from any device for your convenience.
Inverse Problems Tikhonov Theory And Algorithms Book PDF Summary
Inverse problems arise in practical applications whenever one needs to deduce unknowns from observables. This monograph is a valuable contribution to the highly topical field of computational inverse problems. Both mathematical theory and numerical algorithms for model-based inverse problems are discussed in detail. The mathematical theory focuses on nonsmooth Tikhonov regularization for linear and nonlinear inverse problems. The computational methods include nonsmooth optimization algorithms, direct inversion methods and uncertainty quantification via Bayesian inference.The book offers a comprehensive treatment of modern techniques, and seamlessly blends regularization theory with computational methods, which is essential for developing accurate and efficient inversion algorithms for many practical inverse problems.It demonstrates many current developments in the field of computational inversion, such as value function calculus, augmented Tikhonov regularization, multi-parameter Tikhonov regularization, semismooth Newton method, direct sampling method, uncertainty quantification and approximate Bayesian inference. It is written for graduate students and researchers in mathematics, natural science and engineering.
Detail Book of Inverse Problems Tikhonov Theory And Algorithms PDF
- Author : Ito Kazufumi
- Release : 28 August 2014
- Publisher : World Scientific
- ISBN : 9789814596213
- Genre : Mathematics
- Total Page : 332 pages
- Language : English
- PDF File Size : 20,7 Mb
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