Computational Methods For Applied Inverse Problems

Download Read Online Computational Methods For Applied Inverse Problems book
Author: Yanfei Wang
Publisher: Walter de Gruyter
ISBN: 3110259052
Size: 51.18 MB
Format: PDF
View: 2520

Computational Methods For Applied Inverse Problems by Yanfei Wang


Original Title: Computational Methods For Applied Inverse Problems

This monograph reports recent advances of inversion theory and recent developments with practical applications in frontiers of sciences, especially inverse design and novel computational methods for inverse problems. Readers who do research in applied mathematics, engineering, geophysics, biomedicine, image processing, remote sensing, and environmental science will benefit from the contents since the book incorporates a background of using statistical and non-statistical methods, e.g., regularization and optimization techniques for solving practical inverse problems.

Optimization And Regularization For Computational Inverse Problems And Applications

Download Read Online Optimization And Regularization For Computational Inverse Problems And Applications book
Author: Yanfei Wang
Publisher: Springer Science & Business Media
ISBN: 9783642137426
Size: 59.14 MB
Format: PDF, ePub
View: 5460

Optimization And Regularization For Computational Inverse Problems And Applications by Yanfei Wang


Original Title: Optimization And Regularization For Computational Inverse Problems And Applications

"Optimization and Regularization for Computational Inverse Problems and Applications" focuses on advances in inversion theory and recent developments with practical applications, particularly emphasizing the combination of optimization and regularization for solving inverse problems. This book covers both the methods, including standard regularization theory, Fejer processes for linear and nonlinear problems, the balancing principle, extrapolated regularization, nonstandard regularization, nonlinear gradient method, the nonmonotone gradient method, subspace method and Lie group method; and the practical applications, such as the reconstruction problem for inverse scattering, molecular spectra data processing, quantitative remote sensing inversion, seismic inversion using the Lie group method, and the gravitational lensing problem. Scientists, researchers and engineers, as well as graduate students engaged in applied mathematics, engineering, geophysics, medical science, image processing, remote sensing and atmospheric science will benefit from this book. Dr. Yanfei Wang is a Professor at the Institute of Geology and Geophysics, Chinese Academy of Sciences, China. Dr. Sc. Anatoly G. Yagola is a Professor and Assistant Dean of the Physical Faculty, Lomonosov Moscow State University, Russia. Dr. Changchun Yang is a Professor and Vice Director of the Institute of Geology and Geophysics, Chinese Academy of Sciences, China.

Solving The Immigrant Church Crisis

Download Read Online Solving The Immigrant Church Crisis book
Author: Ronald M. Rothenberg
Publisher: Ronald M. Rothenberg
ISBN:
Size: 69.57 MB
Format: PDF, Docs
View: 609

Solving The Immigrant Church Crisis by Ronald M. Rothenberg


Original Title: Solving The Immigrant Church Crisis

Solving the Immigrant Church Crisis: The Biblical Solution of Parallel Ministry (Acts 6:1-7) addresses the crisis of the immigrant church in which complex cultural and linguistic factors create a reticence on the part of immigrants to transfer financial and decision-making authority to succeeding generations, and this results in a culturally irrelevant ministry to those generations, an exodus of believers from the church, a spiritually immature remnant, and an inability to reach the lost. The thesis of this book is that parallel ministry, based on Acts 6:1-7, is the biblical solution to the crisis in the immigrant church. While there are at least two main aspects of this crisis, a spiritual-relational and an ecclesiastical aspect, this book focuses on the ecclesiastical aspect of defining the biblical structure of church government. Specifically, this book is for immigrant churches primarily in the United States and offers them a biblical and practical solution to the problem plaguing them for over two centuries of how to minister effectively to the succeeding generations.

Optimization And Regularization For Computational Inverse Problems And Applications

Download Read Online Optimization And Regularization For Computational Inverse Problems And Applications book
Author: Yanfei Wang
Publisher: Springer Science & Business Media
ISBN: 9783642137426
Size: 51.74 MB
Format: PDF, Mobi
View: 6906

Optimization And Regularization For Computational Inverse Problems And Applications by Yanfei Wang


Original Title: Optimization And Regularization For Computational Inverse Problems And Applications

"Optimization and Regularization for Computational Inverse Problems and Applications" focuses on advances in inversion theory and recent developments with practical applications, particularly emphasizing the combination of optimization and regularization for solving inverse problems. This book covers both the methods, including standard regularization theory, Fejer processes for linear and nonlinear problems, the balancing principle, extrapolated regularization, nonstandard regularization, nonlinear gradient method, the nonmonotone gradient method, subspace method and Lie group method; and the practical applications, such as the reconstruction problem for inverse scattering, molecular spectra data processing, quantitative remote sensing inversion, seismic inversion using the Lie group method, and the gravitational lensing problem. Scientists, researchers and engineers, as well as graduate students engaged in applied mathematics, engineering, geophysics, medical science, image processing, remote sensing and atmospheric science will benefit from this book. Dr. Yanfei Wang is a Professor at the Institute of Geology and Geophysics, Chinese Academy of Sciences, China. Dr. Sc. Anatoly G. Yagola is a Professor and Assistant Dean of the Physical Faculty, Lomonosov Moscow State University, Russia. Dr. Changchun Yang is a Professor and Vice Director of the Institute of Geology and Geophysics, Chinese Academy of Sciences, China.

Rank Deficient And Discrete Ill Posed Problems

Download Read Online Rank Deficient And Discrete Ill Posed Problems book
Author: Per Christian Hansen
Publisher: SIAM
ISBN: 0898714036
Size: 11.84 MB
Format: PDF, ePub, Mobi
View: 3051

Rank Deficient And Discrete Ill Posed Problems by Per Christian Hansen


Original Title: Rank Deficient And Discrete Ill Posed Problems

Here is an overview of modern computational stabilization methods for linear inversion, with applications to a variety of problems in audio processing, medical imaging, tomography, seismology, astronomy, and other areas. Rank-deficient problems involve matrices that are either exactly or nearly rank deficient. Such problems often arise in connection with noise suppression and other problems where the goal is to suppress unwanted disturbances of the given measurements. Discrete ill-posed problems arise in connection with the numerical treatment of inverse problems, where one typically wants to compute information about some interior properties using exterior measurements. Examples of inverse problems are image restoration and tomography, where one needs to improve blurred images or reconstruct pictures from raw data. This book describes, in a common framework, new and existing numerical methods for the analysis and solution of rank-deficient and discrete ill-posed problems. The emphasis is on insight into the stabilizing properties of the algorithms and on the efficiency and reliability of the computations. The setting is that of numerical linear algebra rather than abstract functional analysis, and the theoretical development is complemented with numerical examples and figures that illustrate the features of the various algorithms.

Adaptation In Natural And Artificial Systems

Download Read Online Adaptation In Natural And Artificial Systems book
Author: John Henry Holland
Publisher: MIT Press
ISBN: 9780262581110
Size: 18.77 MB
Format: PDF, ePub, Docs
View: 1528

Adaptation In Natural And Artificial Systems by John Henry Holland


Original Title: Adaptation In Natural And Artificial Systems

List of figures. Preface to the 1992 edition. Preface. The general setting. A formal framework. lustrations. Schemata. The optimal allocation of trials. Reproductive plans and genetic operators. The robustness of genetic plans. Adaptation of codings and representations. An overview. Interim and prospectus. Glossary of important symbols.

Accuracy And Stability Of Numerical Algorithms

Download Read Online Accuracy And Stability Of Numerical Algorithms book
Author: Nicholas J. Higham
Publisher: SIAM
ISBN: 9780898718027
Size: 25.79 MB
Format: PDF, ePub
View: 7487

Accuracy And Stability Of Numerical Algorithms by Nicholas J. Higham


Original Title: Accuracy And Stability Of Numerical Algorithms

Accuracy and Stability of Numerical Algorithms gives a thorough, up-to-date treatment of the behavior of numerical algorithms in finite precision arithmetic. It combines algorithmic derivations, perturbation theory, and rounding error analysis, all enlivened by historical perspective and informative quotations. This second edition expands and updates the coverage of the first edition (1996) and includes numerous improvements to the original material. Two new chapters treat symmetric indefinite systems and skew-symmetric systems, and nonlinear systems and Newton's method. Twelve new sections include coverage of additional error bounds for Gaussian elimination, rank revealing LU factorizations, weighted and constrained least squares problems, and the fused multiply-add operation found on some modern computer architectures.

Bio Inspired Computing And Applications

Download Read Online Bio Inspired Computing And Applications book
Author: De-Shuang Huang
Publisher: Springer Science & Business Media
ISBN: 3642245528
Size: 45.76 MB
Format: PDF
View: 1696

Bio Inspired Computing And Applications by De-Shuang Huang


Original Title: Bio Inspired Computing And Applications

The three-volume set LNCS 6838, LNAI 6839, and LNBI 6840 constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Intelligent Computing, ICIC 2011, held in Zhengzhou, China, in August 2011. This volume contains 93 revised full papers, from a total of 281 presentations at the conference - carefully reviewed and selected from 832 initial submissions. The papers address all issues in Advanced Intelligent Computing, especially Methodologies and Applications, including theories, methodologies, and applications in science and technology. They include a range of techniques such as artificial intelligence, pattern recognition, evolutionary computing, informatics theories and applications, computational neuroscience and bioscience, soft computing, human computer interface issues, etc.

Recent Books :