Carte Uncertain Data Envelopment Analysis Meilin Wen

Uncertain Data Envelopment Analysis

Autor: Meilin Wen
Limbă: engleză
Legare: Carte broșată
Disponibilitate: În depozitul extern
Expediem în 8-11 zile
277.38 lei
This book is intended to present the milestones in the progression of uncertain Data envelopment ana...

Informații despre carte

Autor
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2016
Pagini
149
EAN
9783662525814
ISBN
9783662525814
Enbook ID
14563242
Greutate
2584
Dimensiuni
155 x 235 x 9

Descriere completă

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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