Linear Inverse Problems: The Maximum Entropy Connection (With Cd-rom)

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.

Format: Hardcover
No of Pages: 352
Imprint: World Scientific
Publication date: 20110217
Series: Series On Advances In Mathematics For Applied Sciences