Optimization and Regularization for Computational Inverse Problems and Applications

• Corporate Author: SpringerLink (Online service)
• Other Authors: Wang, Yanfei (Editor), Yang, Changchun (Editor), Yagola, Anatoly G. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Subjects: Mathematics.; Remote sensing.; Computer mathematics.; Applied mathematics.; Engineering mathematics.; Computational Mathematics and Numerical Analysis.; Appl.Mathematics/Computational Methods of Engineering.; Remote Sensing/Photogrammetry.

"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...

Table of Contents:

• Introduction
• Regularization Theory and Recent Developments
• Nonstandard Regularization and Advanced Optimization Theory and Methods
• Numerical Inversion in Geoscience and Quantitative Remote Sensing.