Linear Inverse Problems: The Maximum Entropy Connection - Henryk Gzyl,Yurayh Velasquez
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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.
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 Information
| Author | Henryk Gzyl, Yurayh Velasquez |
|---|---|
| Publisher | World Scientific Publishing Company |
| Release year | 2011 |
| EAN | 9789814338776 |