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Uncertain Data Envelopment Analysis

Language EnglishEnglish
Book Paperback
Book Uncertain Data Envelopment Analysis Meilin Wen
Libristo code: 14563242
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, September 2016
This book is intended to present the milestones in the progression of uncertain Data envelopment ana... Full description
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48.53 €
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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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About the book

Full name Uncertain Data Envelopment Analysis
Author Meilin Wen
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 149
EAN 9783662525814
ISBN 9783662525814
Libristo code 14563242
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 2584
Dimensions 155 x 235 x 9

Categories

Economics, Finance, Business & Management > Business & Management > Management & management techniques > Management decision making
Economics, Finance, Business & Management > Business & Management > Operational research
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