Articles liés à Linear Inverse Problems: The Maximum Entropy Connection

9789814338776: Linear Inverse Problems: The Maximum Entropy Connection
ISBN 10 : 981433877X ISBN 13 : 9789814338776
Editeur : World Scientific Publishing Co Pte Ltd, 2011

Synopsis

This 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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Revue de presse

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

Présentation de l'éditeur

This 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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2011
Langue
anglais
ISBN 10 
981433877X
ISBN 13 
9789814338776
Reliure
Coffret produits
Nombre de pages
352
Coordonnées du fabricant
non disponible
Personne responsable
non disponible