linear inverse problems: the maximum entropy connection

ISBN-13: 9789814338776 / Angielski / Twarda / 2011 / 352 str.

Henryk Gzyl

Opis

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.