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Noisy Information and Computational Complexity

Name: Noisy Information and Computational Complexity
Brand: Cambridge University Press
SKU: 02028179
Price: 66.89 EUR
Availability: InStock
Author: Leszek Plaskota
ISBN: 9780521349444

Leszek Plaskota

Idioma

Inglés

Libro Tapa blanda

Código Libristo: 02028179

Editores Cambridge University Press, marzo 2012

In this volume, which was originally published in 1996, noisy information is studied in the context... Descripción completa

Código Libristo: 02028179

164 b

66.89 €

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In this volume, which was originally published in 1996, noisy information is studied in the context of computational complexity; in other words the text deals with the computational complexity of mathematical problems for which information is partial, noisy and priced. The author develops a general theory of computational complexity of continuous problems with noisy information and gives a number of applications; deterministic as well as stochastic noise is considered. He presents optimal algorithms, optimal information, and complexity bounds in different settings: worst case, average case, mixed worst-average and average-worst, and asymptotic. The book integrates the work of researchers in such areas as computational complexity, approximation theory and statistics, and includes many fresh results as well. About two hundred exercises are supplied with a view to increasing the reader's understanding of the subject. The text will be of interest to professional computer scientists, statisticians, applied mathematicians, engineers, control theorists, and economists.