Linear Inverse Problems: The Maximum Entropy Connection
- Length: 352 pages
- Edition: Har/Cdr
- Language: English
- Publisher: World Scientific Publishing Company
- Publication Date: 2011-02-16
- ISBN-10: 981433877X
- ISBN-13: 9789814338776
- Sales Rank: #12389762 (See Top 100 Books)
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.
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