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Chapman and Hall/CRC Conjugate Gradient Methods for Ill-Posed Problems - Mathematical Analysis

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Description

This Chapman and Hall/CRC Research Note provides a comprehensive examination of conjugate gradient methods and their variants applied to ill-posed problems in Hilbert space. The volume synthesises developments from the past decade, offering a unifying analytical framework for regularisation techniques essential across numerous scientific and technical fields. Applications span astronomical and geophysical imaging, signal analysis, computerised tomography, inverse heat transfer problems, and beyond. Designed for researchers and mathematicians working with self-adjoint operator equations, this text bridges theoretical foundations with practical implementations for addressing challenges in inverse problems across natural sciences, engineering, and applied mathematics.

Key Features

Comprehensive treatment of conjugate gradient method variants for solving ill-posed problems in self-adjoint operator equations within Hilbert space.

Covers diverse applications including astronomical imaging, geophysical data analysis, signal processing, and computerised tomography regularisation.

Presents unifying analytical frameworks developed over the past decade of research in conjugate gradient methodology.

Part of the Chapman and Hall/CRC Research Notes in Mathematics Series, offering peer-reviewed depth for advanced mathematical study.

Addresses inverse heat transfer problems and other technical science applications requiring regularisation techniques.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
26 April 1995
Listed Since
05 February 2007

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No barcode data available

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