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Uncertain Data Envelopment Analysis on Hardback by Meilin Wen
Uncertain Data Envelopment Analysis on Hardback by Meilin Wen
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Uncertain Data Envelopment Analysis

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Description

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.
Release date Australia
August 7th, 2014
Author
Audience
  • Professional & Vocational
Illustrations
4 Illustrations, black and white; XI, 149 p. 4 illus.
Pages
149
Dimensions
155x235x11
ISBN-13
9783662438015
Product ID
22442379

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