Książka Uncertain Data Envelopment Analysis Meilin Wen

Uncertain Data Envelopment Analysis

Autor: Meilin Wen
Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 8-11 dni
212.42
This book is intended to present the milestones in the progression of uncertain Data envelopment ana...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2016
strony
149
EAN
9783662525814
ISBN
9783662525814
Enbook ID
14563242
Waga
2584
Wymiary
155 x 235 x 9

Pełny opis

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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