Foundations of Quantization for Probability Distributions

Name: Foundations of Quantization for Probability Distributions
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540673941
Price: 1374 CZK
Availability: InStock

Autor: Siegfried Graf, Harald Luschgy

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnost: Skladem u dodavatele

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Due to the rapidly increasing need for methods of data compression, quantization has become a flouri...

Informace o knize

Autor

Siegfried Graf, Harald Luschgy

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2000

Stránek

230

EAN

9783540673941

ISBN

3540673946

Enbook ID

01567354

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

1150

Rozměry

155 x 235 x 14

Kompletní popis

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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Foundations of Quantization for Probability Distributions

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