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Titlebook: Extension of Data Envelopment Analysis with Preference Information; Value Efficiency Tarja Joro,Pekka J. Korhonen Book 2015 Springer Scienc

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书目名称Extension of Data Envelopment Analysis with Preference Information
副标题Value Efficiency
编辑Tarja Joro,Pekka J. Korhonen
视频video
概述First book on DEA to incorporate preference or value information.Shows all methods currently available.Presents theory and practical applications
丛书名称International Series in Operations Research & Management Science
图书封面Titlebook: Extension of Data Envelopment Analysis with Preference Information; Value Efficiency Tarja Joro,Pekka J. Korhonen Book 2015 Springer Scienc
描述.This book provides an introduction to incorporating preference information in Data Envelopment Analysis (DEA) with a special emphasis in Value Efficiency Analysis. In addition to theoretical considerations, numerous illustrative examples are included. Hence, the book can be used as a teaching text as well. Only a modest mathematical background is needed to understand the main principles. The only prerequisites are a) familiarity with linear algebra, especially matrix calculus; b) knowledge of the simplex method; and c) familiarity with the use of computer software..The book is organized as follows. Chapter 1 provides motivation and introduces the basic concepts. Chapter 2 provides the basic ideas and models of Data Envelopment Analysis. The efficient frontier and production possibility set concepts play an important role in all considerations. That‘s why these concepts are considered more closely in Chapter 3. Since the approaches introduced in this study are inspired by Multiple Objective Linear Programming, the basic concepts of this field are reviewed in Chapter 4. Chapter 5 also compares and contrasts Data Envelopment Analysis and Multiple Objective Linear Programming, providi
出版日期Book 2015
关键词DEA; Data Envelopment Analysis; Non-Convex Value Efficiency; Preference Information; Production Possibil
版次1
doihttps://doi.org/10.1007/978-1-4899-7528-7
isbn_softcover978-1-4899-7889-9
isbn_ebook978-1-4899-7528-7Series ISSN 0884-8289 Series E-ISSN 2214-7934
issn_series 0884-8289
copyrightSpringer Science+Business Media New York 2015
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The Reference System: The ca-cp Plane, the unit’s projection on the efficient frontier and thus acts as a target point or a benchmark that the DMU should achieve in order to become efficient through radial output expansion and/or input reductions. Preference information can be incorporated to adjust both the efficiency scores and the targets.
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Incorporating Preference Information to Data Envelopment Analysis, the unit’s projection on the efficient frontier and thus acts as a target point or a benchmark that the DMU should achieve in order to become efficient through radial output expansion and/or input reductions. Preference information can be incorporated to adjust both the efficiency scores and the targets.
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Adrian Dunne,Tom O’Hara,John Devanemed in the other camps. Neither has Charnes nor Cooper attempted to tie the two fields together. This is unfortunate, since—despite differences in terminology—DEA and MOLP address similar problems and the corresponding models are structurally very close to each other.
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