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Uncertain data envelopment analysis[...

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Uncertain data envelopment analysis[electronic resource] /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	519.72
書名/作者:	Uncertain data envelopment analysis/ by Meilin Wen.
作者:	Wen, Meilin.
出版者:	Berlin, Heidelberg : : Springer Berlin Heidelberg :, 2015.
面頁冊數:	xi, 149 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Data envelopment analysis.
標題:	Economics/Management Science.
標題:	Operation Research/Decision Theory.
ISBN:	9783662438022 (electronic bk.)
ISBN:	9783662438015 (paper)
內容註:	Uncertain Theories -- Introduction to DEA -- Stochastic DEA -- Fuzzy DEA -- Uncertain DEA -- Hybrid DEA.
摘要、提要註:	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.
電子資源:	http://dx.doi.org/10.1007/978-3-662-43802-2

Uncertain data envelopment analysis[electronic resource] /
Wen, Meilin.

Uncertain data envelopment analysis[electronic resource] /by Meilin Wen. - Berlin, Heidelberg :Springer Berlin Heidelberg :2015. - xi, 149 p. :ill., digital ;24 cm. - Uncertainty and operations research,2195-996X. - Uncertainty and operations research..

Uncertain Theories -- Introduction to DEA -- Stochastic DEA -- Fuzzy DEA -- Uncertain DEA -- Hybrid DEA.

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.

ISBN: 9783662438022 (electronic bk.)

Standard No.: 10.1007/978-3-662-43802-2doiSubjects--Topical Terms:

521701
Data envelopment analysis.

LC Class. No.: HA31.38

Dewey Class. No.: 519.72

Uncertain data envelopment analysis[electronic resource] /
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520 $a 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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