Linear Inverse Problems: The Maximum Entropy Connection by Henryk Gzyl and Yurayh Velasquez
English | 2011 | ISBN: 981433877X | 352 pages | PDF | 6,8 MB
English | 2011 | ISBN: 981433877X | 352 pages | PDF | 6,8 MB
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.