Uncertain Data Envelopment Analysis

Name: Uncertain Data Envelopment Analysis
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783662525814
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Autor: Meilin Wen

Jazyk:

Vazba: Brožovaná

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

Dostupnost: Skladem u dodavatele

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This book is intended to present the milestones in the progression of uncertain Data envelopment ana...

Informace o knize

Autor

Meilin Wen

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2016

Stránek

149

EAN

9783662525814

ISBN

9783662525814

Enbook ID

14563242

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

2584

Rozměry

155 x 235 x 9

Kompletní popis

This book is intended to present the milestones in the progression of uncertain Data envelopment analysis (DEA). Chapter 1 gives some basic introduction to uncertain theories, including probability theory, credibility theory, uncertainty theory and chance theory. Chapter 2 presents a comprehensive review and discussion of basic DEA models. The stochastic DEA is introduced in Chapter 3, in which the inputs and outputs are assumed to be random variables. To obtain the probability distribution of a random variable, a lot of samples are needed to apply the statistics inference approach. Chapter 4 and 5 provide two uncertain DEA methods to evaluate the DMUs with limited or insufficient statistical data, named fuzzy DEA and uncertain DEA. In order to evaluate the DMUs in which uncertainty and randomness appear simultaneously, the hybrid DEA based on chance theory is presented in Chapter 6.

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Uncertain Data Envelopment Analysis

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