Linear Inverse Problems The Maximum Entropy Connection 1st Edition by Henryk Gzyl, Yurayh Velasquez ISBN 981433877X 9789814338776
Original price was: $50.00.$35.00Current price is: $35.00.
Linear Inverse Problems The Maximum Entropy Connection 1st Edition by Henryk Gzyl, Yurayh Velásquez – Ebook PDF Instant Download/Delivery: 981433877X, 9789814338776
Full download Linear Inverse Problems The Maximum Entropy Connection 1st Edition after payment
Product details:
ISBN 10: 981433877X
ISBN 13: 9789814338776
Author: Henryk Gzyl, Yurayh Velásquez
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.
Table of contents:
-
Introduction
-
A collection of linear inverse problems
-
The basics about linear inverse problems
-
Regularization in Hilbert spaces: Deterministic and stochastic approaches
-
Maxentropic approach to linear inverse problems
-
Finite dimensional problems
-
Some simple numerical examples and moment problems
-
Some infinite dimensional problems
-
Tomography, reconstruction from marginals and transportation problems
-
Numerical inversion of Laplace transforms
-
Maxentropic characterization of probability distributions
-
Is an image worth a thousand words?
People also search for:
the convex geometry of linear inverse problems
total deep variation for linear inverse problems
neumann networks for linear inverse problems in imaging
non linear inverse problems
polynomial preconditioners for regularized linear inverse problems
Tags: Henryk Gzyl, Yurayh Velasquez, Linear Inverse Problems, Maximum Entropy Connection