Linear Inverse Problems: The Maximum Entropy Connection (With Cd-rom)
the Maximum Entropy Connection (With Cd-Rom)
Will be published approx. on 17. February 2011
Book
Paperback/Softback
352 pages
978-981-4338-77-6 (ISBN)
Description
The book describes a useful tool for solving linear inverse problems subject to convex constraints. The method of maximum entropy in the mean automatically takes care of the constraints. It consists of a technique for transforming a large dimensional inverse problem into a small dimensional non-linear variational problem.A variety of mathematical aspects of the maximum entropy method are explored as well.
More details
Series
Language
English
Place of publication
Singapore
Singapore
Target group
College/higher education
Professional and scholarly
Researchers in mathematical modeling
Dimensions
Height: 231 mm
Width: 160 mm
Thickness: 23 mm
Weight
658 gr
ISBN-13
978-981-4338-77-6 (9789814338776)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Persons
Content
A Collection of Linear Inverse Problems; The Basics about Linear Inverse Problems; Regularization in Hilbert Spaces; Maxent and Linear Problems; Finite Dimensional Problems; Numerical Examples; Some Infinite Dimensional Problems; Tomography and Reconstruction from Marginals; Inversion of Laplace Transforms; Maxentropic Characterization of Some Probability Distributions; An Inverse Problem in Astronomy.