Foundations of Quantization for Probability Distributions (Lecture Notes in Mathematics, 1730, Band 1730) - Softcover

Graf, Siegfried

 
9783540673941: Foundations of Quantization for Probability Distributions (Lecture Notes in Mathematics, 1730, Band 1730)
Softcover
ISBN 10: 3540673946 ISBN 13: 9783540673941
Verlag: Springer Berlin Heidelberg, 2008

Inhaltsangabe

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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Verlag
Springer Berlin Heidelberg
Erscheinungsdatum
2008
Sprache
Englisch
ISBN 10 
3540673946
ISBN 13 
9783540673941
Einband
Taschenbuch
Anzahl der Seiten
240
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Weitere beliebte Ausgaben desselben Titels

9783662168271: Foundations of Quantization for Probability Distributions

Vorgestellte Ausgabe

ISBN 10:  3662168278 ISBN 13:  9783662168271
Verlag: Springer, 2014
Softcover