Name: foundations of quantization for probability distributions
SKU: 3424282
Price: 62.41 EUR
Availability: InStock
Author: graf,luschgy
ISBN: 9783540673941

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portada foundations of quantization for probability distributions

foundations of quantization for probability distributions

Type

Physical Book

Publisher

Springer

Author

graf,luschgy

Language

English

Pages

230

ISBN

3540673946

ISBN13

9783540673941

Synopsis "foundations of quantization for probability distributions"

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.