東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Uncertain data envelopment analysis

Wen, Meilin.

Linked to FindBook

Google Book

Amazon

博客來

Uncertain data envelopment analysis

Record Type:	Electronic resources : Monograph/item
Title/Author:	Uncertain data envelopment analysis/ by Meilin Wen.
Author:	Wen, Meilin.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg : : 2015.,
Description:	xi, 149 p. :ill., digital ;24 cm.
[NT 15003449]:	Uncertain Theories -- Introduction to DEA -- Stochastic DEA -- Fuzzy DEA -- Uncertain DEA -- Hybrid DEA.
Contained By:	Springer eBooks
Subject:	Data envelopment analysis. -
Online resource:	http://dx.doi.org/10.1007/978-3-662-43802-2
ISBN:	9783662438022 (electronic bk.)

Uncertain data envelopment analysis
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:

630049
Data envelopment analysis.

LC Class. No.: HA31.38

Dewey Class. No.: 519.72

Uncertain data envelopment analysis
LDR:02012nmm a2200337 a 4500 001 1993958
003 DE-He213
005 20150507165645.0
006 m d
007 cr nn 008maaau
008 151019s2015 gw s 0 eng d
020 $a 9783662438022 (electronic bk.)
020 $a 9783662438015 (paper)
024 7 $a 10.1007/978-3-662-43802-2 $2 doi
035 $a 978-3-662-43802-2
040 $a GP $c GP
041 0 $a eng
050 4 $a HA31.38
072 7 $a KJT $2 bicssc
072 7 $a KJMD $2 bicssc
072 7 $a BUS049000 $2 bisacsh
082 0 4 $a 519.72 $2 23
090 $a HA31.38 $b .W467 2015
100 1 $a Wen, Meilin. $3 2132536
245 1 0 $a Uncertain data envelopment analysis $h [electronic resource] / $c by Meilin Wen.
260 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer, $c 2015.
300 $a xi, 149 p. : $b ill., digital ; $c 24 cm.
490 1 $a Uncertainty and operations research, $x 2195-996X
505 0 $a Uncertain Theories -- Introduction to DEA -- Stochastic DEA -- Fuzzy DEA -- Uncertain DEA -- Hybrid DEA.
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.
650 0 $a Data envelopment analysis. $3 630049
650 1 4 $a Economics/Management Science. $3 890844
650 2 4 $a Operation Research/Decision Theory. $3 1620900
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Uncertainty and operations research. $3 2132537
856 4 0 $u http://dx.doi.org/10.1007/978-3-662-43802-2
950 $a Business and Economics (Springer-11643)