Uncertain Data Envelopment Analysis
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 r...
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| Ngôn ngữ: | English |
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2015
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oai:scholar.dlu.edu.vn:DLU123456789-594722023-11-11T06:41:20Z Uncertain Data Envelopment Analysis Decision Theory Operation Research Data envelopManagement Science Economics 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. 2015-12-17T07:11:57Z 2015-12-17T07:11:57Z 2015 Book 978-3-662-43802-2 978-3-662-43801-5 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/59472 en application/pdf Springer |
| institution |
Thư viện Trường Đại học Đà Lạt |
| collection |
Thư viện số |
| language |
English |
| topic |
Decision Theory Operation Research Data envelopManagement Science Economics |
| spellingShingle |
Decision Theory Operation Research Data envelopManagement Science Economics Uncertain Data Envelopment Analysis |
| description |
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. |
| format |
Book |
| title |
Uncertain Data Envelopment Analysis |
| title_short |
Uncertain Data Envelopment Analysis |
| title_full |
Uncertain Data Envelopment Analysis |
| title_fullStr |
Uncertain Data Envelopment Analysis |
| title_full_unstemmed |
Uncertain Data Envelopment Analysis |
| title_sort |
uncertain data envelopment analysis |
| publisher |
Springer |
| publishDate |
2015 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/59472 |
| _version_ |
1819778224009248768 |