Linear Inverse Problems: The Maximum Entropy Connection: 83

Gzyl, Henryk; Velasquez, Yurayh

ISBN 10: 981433877X ISBN 13: 9789814338776

Casa editrice: World Scientific Pub Co Inc, 2011

Riassunto

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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Recensione

This book serves as lecture notes and is suitable for a graduate-level course on inverse problems. It covers a broad subject, gives explanations in sufficient detail, and helps readers learn to apply the presented methods. --Mathematical Reviews

This monograph provides a thorough survey of maximum entropy methods for linear inverse problems. It is well written. This text can be recommended to experts as well as graduate students interested in the stochastic connection in inverse problems. --Zentralblatt MATH

Dettagli dell'edizione

• Editore: World Scientific Pub Co Inc
• Data di pubblicazione: 2011
• Lingua: Inglese
• ISBN 10: 981433877X
• ISBN 13: 9789814338776
• Rilegatura: Pacchetto di prodotti
• Numero di pagine: 326
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile