عنوان

Decision Making and Performance Evaluation Using Data Envelopment Analysis /

(Number (ISBN

331976344X

(Number (ISBN

3319763458

(Number (ISBN

9783319763446

(Number (ISBN

9783319763453

Title Proper

Decision Making and Performance Evaluation Using Data Envelopment Analysis /

General Material Designation

[Book]

First Statement of Responsibility

by Dariush Khezrimotlagh, Yao Chen.

Place of Publication, Distribution, etc.

Cham :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

2018.

Specific Material Designation and Extent of Item

1 online resource (XXIX, 392 pages 168 illustrations, 154 illustrations in color.) :

Other Physical Details

online resource

Series Title

International Series in Operations Research & Management Science,

Volume Designation

269

ISSN of Series

0884-8289 ;

Text of Note

Includes bibliographical references and index.

Text of Note

Preface -- Chapter 1. The Gemstone Example -- Chapter 2. Possibility and Practicability -- Chapter 3. The Petroleum Example -- Chapter 4. The optimization approach -- Chapter 5. The Airport Example -- Chapter 6. The Delta Neighborhood -- Chapter 7. Data Envelopment Analysis -- Chapter 8. The Ratio of Output to Input Factors -- Chapter 9. Production Planning Problem -- Chapter 10. Context-Dependent DEA -- Chapter 11. Efficiency Change Over Different Time -- Chapter 12. Delta Neighborhood Extension.

0

Text of Note

This book offers new transparent views and step-by-step methods for performance evaluation of a set of units using Data Envelopment Analysis (DEA). The book has twelve practical chapters. Elementary concepts and definitions are gradually built in Chapters 1-6 based upon four examples of one input and one output factors, two input factors, two output factors, and four input and three output factors. Simultaneously, the mathematical foundations using linear programming are also introduced without any prerequisites. A reader with basic knowledge of mathematics and computers is able to understand the contents of the book. In addition, to prevent pre-judgment about the available concepts and definitions in the DEA literature, some new phrases are introduced and, after elucidating each phrase in detail in Chapters 1-6, they are reintroduced for industry-wide accuracy in Chapter 7. After that, some of the more advanced DEA topics are illustrated in Chapters 8-12, such as: production-planning problems, output-input ratio analysis, efficiency over different time periods, Malmquist efficiency indexes, and a delta neighborhood model. A clear overview of many of the elementary and advanced concepts of DEA is provided, including Technical Efficiency, Relative Efficiency, Cost/Revenue/Profit Efficiency, Price/Overall Efficiency, the DEA axioms, the mathematical background to measure technical efficiency and overall efficiency, the multiplier/envelopment form of basic DEA models in input/output-orientation, the multiplier/envelopment of Additive DEA model, the multiplier/envelopment of slacks-based models, and others. The book also covers a variety of DEA techniques, input-output ratio analysis, the natural relationships between DEA frontier and the ratio of output to input factors, production-planning problems, planning ideas with a centralized decision-making unit, context-dependent DEA, Malmquist efficiency index, efficiency over different time periods, and others. End-of-chapter exercises are provided for each chapter.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783319763453

International Standard Book Number

9783319763446

Business.

Industrial engineering.

Management science.

Operations research.

Production engineering.

Business & Economics-- Operations Research.

Business.

Decision making-- Mathematical models.

Industrial engineering.

Industrial management-- Decision making.

Management science.

Operational research.

Operations research.

Production engineering.

Technology & Engineering-- Industrial Engineering.

BUS049000

KJMD

KJT

Number

Edition

Class number

Khezrimotlagh, Dariush

Chen, Yao

Date of Transaction

20200823110903.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y