Uncertain Data Envelopment Analysis

Meilin Wen (Autor)

Buch | Softcover

XI, 149 Seiten

2016 | Softcover reprint of the original 1st ed. 2015
Springer Berlin (Verlag)
978-3-662-52581-4 (ISBN)

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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.

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

Erscheinungsdatum	05.03.2022
Reihe/Serie	Uncertainty and Operations Research
Zusatzinfo	XI, 149 p. 4 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	259 g
Themenwelt	Wirtschaft ► Allgemeines / Lexika
Themenwelt	Wirtschaft ► Betriebswirtschaft / Management ► Unternehmensführung / Management
Schlagworte	business and management • Congestion analysis • Credibility variable • Data envelopment analysis • Fuzzy DEA • Fuzzy simulation • Genetic Algorithm • Hybrid DEA • Management Decision Making • Operational Research • Operation Research/Decision Theory • Random Variable • Ranking criteria • Sensitivity and stability • Stochastic DEA • Uncertain DEA • Uncertain random variable
ISBN-10	3-662-52581-X / 366252581X
ISBN-13	978-3-662-52581-4 / 9783662525814
Zustand	Neuware