Extension of data envelopment analysis with preference information :
نام عام مواد
[Book]
ساير اطلاعات عنواني
value efficiency /
نام نخستين پديدآور
Tarja Joro, Pekka J. Korhonen
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource (xii, 191 pages) :
ساير جزييات
color illustrations.
فروست
عنوان فروست
International Series in Operations Research & Management Science,
مشخصه جلد
volume 218
شاپا ي ISSN فروست
0884-8289 ;
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index
یادداشتهای مربوط به مندرجات
متن يادداشت
Introduction -- Data Envelopment Analysis -- Production Possibility Set and Efficiency -- Multiple Objective Linear Programming -- Comparison of Data Envelopment Analysis and Multiple Objective Linear Programming -- Incorporating Preference Information to Data Envelopment Analysis -- Value Efficiency Analysis -- Value Efficiency Analysis in Practice -- Extensions to Value Efficiency Analysis.-Non-Convex Value Efficiency Analysis -- Applications of Value Efficiency Analysis -- Conclusion
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
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, providing some cornerstones for approaches presented later in the book. Chapter 6 discusses the traditional approaches to take into account preference information in DEA. In Chapter 7, Value Efficiency is introduced, and Chapter 8 discusses practical aspects. Some extensions are presented in Chapter 9, and in Chapter 10 Value Efficiency is extended to cover the case when a production possibility set is not convex. Three implemented applications are reviewed in Chapter 11
ویراست دیگر از اثر در قالب دیگر رسانه
شماره استاندارد بين المللي کتاب و موسيقي
9781489975270
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Data envelopment analysis.
رده بندی ديویی
شماره
519
.
5
ويراست
23
رده بندی کنگره
شماره رده
HA31
.
38
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )