Foundations of Quantization for Probability Distributions - Couverture souple

Graf, Siegfried

 
9783540673941: Foundations of Quantization for Probability Distributions
Couverture souple
ISBN 10 : 3540673946 ISBN 13 : 9783540673941
Editeur : Springer Berlin Heidelberg, 2008

Synopsis

Due to the rapidly increasing need for methods of data compression, quantization has become a flourishing field in signal and image processing and information theory. The same techniques are also used in statistics (cluster analysis), pattern recognition, and operations research (optimal location of service centers). The book gives the first mathematically rigorous account of the fundamental theory underlying these applications. The emphasis is on the asymptotics of quantization errors for absolutely continuous and special classes of singular probabilities (surface measures, self-similar measures) presenting some new results for the first time. Written for researchers and graduate students in probability theory the monograph is of potential interest to all people working in the disciplines mentioned above.

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Éditeur
Springer Berlin Heidelberg
Date d'édition
2008
Langue
anglais
ISBN 10 
3540673946
ISBN 13 
9783540673941
Reliure
Broché
Nombre de pages
240
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Autres éditions populaires du même titre

9783662168271: Foundations of Quantization for Probability Distributions

Edition présentée

ISBN 10 :  3662168278 ISBN 13 :  9783662168271
Editeur : Springer, 2014
Couverture souple