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Uncertain Data Envelopment Analysis

WEN, Meilin - Personal Name;

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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Detail Information
Series Title
-
Call Number
-
Publisher
: Springer Berlin, Heidelberg., 2015
Collation
4 b/w illustrations
Language
English
ISBN/ISSN
978-3-662-43802-2
Classification
NONE
Content Type
text
Media Type
computer
Carrier Type
online resource
Edition
-
Subject(s)
Operations Research and Decision Theory
Specific Detail Info
-
Statement of Responsibility
Meilin Wen
Other Information
Cataloger
Yudi
Source
-
Validator
-
Other version/related

No other version available

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  • Uncertain Data Envelopment Analysis
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