Téléchargez le livre : Uncertain Data Envelopment Analysis

Uncertain Data Envelopment Analysis

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Éditeur :

Springer


Collection :

Uncertainty and Operations Research

Paru le : 2014-07-24

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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.
Pages
149 pages
Collection
Uncertainty and Operations Research
Parution
2014-07-24
Marque
Springer
EAN papier
9783662438015
EAN EPUB
9783662438022
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
14
Taille du fichier
1731 Ko
Prix
52,74 €

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