Uncertain Data Envelopment Analysis (Paperback, Softcover reprint of the original 1st ed. 2015)

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.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	Uncertainty and Operations Research
Release date:	September 2016
First published:	2015
Authors:	Meilin Wen
Dimensions:	235 x 155 x 9mm (L x W x T)
Format:	Paperback
Pages:	149
Edition:	Softcover reprint of the original 1st ed. 2015
ISBN-13:	978-3-662-52581-4
Categories:	Books > Business & Economics > Business & management > Management & management techniques > Operational research Promotions
LSN:	3-662-52581-X
Barcode:	9783662525814

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