Computing Statistics under Interval and Fuzzy Uncertainty

Name: Computing Statistics under Interval and Fuzzy Uncertainty
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642249044
Price: 177.88 EUR
Availability: InStock

Applications to Computer Science and Engineering

Автор: Hung T. Nguyen, Vladik Kreinovich, Berlin Wu, Gang Xiang

Език:

Корици: С твърди корици

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

Наличност: Външен склад в ограничено количество

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177.88 € 347.90 лв

In many practical situations, we are interested in statistics characterizing a population of objects...

Информация за книгата

Автор

Hung T. Nguyen, Vladik Kreinovich, Berlin Wu, Gang Xiang

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2011

страници

432

EAN

9783642249044

ISBN

3642249043

Enbook ID

01659127

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

1760

Размери

155 x 235 x 35

Пълно описание

In many practical situations, we are interested in statistics characterizing a population of objects: e.g. in the mean height of people from a certain area.§Most algorithms for estimating such statistics assume that the sample values are exact. In practice, sample values come from measurements, and measurements are never absolutely accurate. Sometimes, we know the exact probability distribution of the measurement inaccuracy, but often, we only know the upper bound on this inaccuracy. In this case, we have interval uncertainty: e.g. if the measured value is 1.0, and inaccuracy is bounded by 0.1, then the actual (unknown) value of the quantity can be anywhere between 1.0 - 0.1 = 0.9 and 1.0 + 0.1 = 1.1. In other cases, the values are expert estimates, and we only have fuzzy information about the estimation inaccuracy.§This book shows how to compute statistics under such interval and fuzzy uncertainty. The resulting methods are applied to computer science (optimal scheduling of different processors), to information technology (maintaining privacy), to computer engineering (design of computer chips), and to data processing in geosciences, radar imaging, and structural mechanics.

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Computing Statistics under Interval and Fuzzy Uncertainty

Applications to Computer Science and Engineering

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също