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Network Data Envelopment Analysis

Foundations and Extensions

  • Chiang Kao

Part of the International Series in Operations Research & Management Science book series (ISOR, volume 240)

Table of contents

  1. Front Matter
    Pages i-xv
  2. Chiang Kao
    Pages 1-17
  3. Chiang Kao
    Pages 43-63
  4. Chiang Kao
    Pages 65-87
  5. Chiang Kao
    Pages 133-155
  6. Chiang Kao
    Pages 157-175
  7. Chiang Kao
    Pages 207-236
  8. Chiang Kao
    Pages 237-273
  9. Chiang Kao
    Pages 275-307
  10. Chiang Kao
    Pages 309-333
  11. Chiang Kao
    Pages 335-353
  12. Chiang Kao
    Pages 355-386
  13. Chiang Kao
    Pages 387-408
  14. Chiang Kao
    Pages 409-431
  15. Chiang Kao
    Pages 433-440
  16. Back Matter
    Pages 441-443

About this book

Introduction

This book presents the underlying theory, model development, and applications of network Data Envelopment Analysis (DEA) in a systematic way. The field of network DEA extends and complements conventional DEA by considering not only inputs and outputs when measuring system efficiency, but also the internal structure of the system being analyzed. By analyzing the efficiency of individual internal components, and more particularly by studying the effects of relationships among components which are modeled and implemented by means of various network structures, the “network DEA” approach is able to help identify and manage the specific components that contribute inefficiencies into the overall systems. This relatively new approach comprises an important analytical tool based on mathematical programming techniques, with valuable implications to production and operations management. The existing models for measuring the efficiency of systems of specific network structures are also discussed, and the relationships between the system and component efficiencies are explored. This book should be able to inspire new research and new applications based on the current state of the art.

Performance evaluation is an important task in management, and is needed to (i) better understand the past accomplishments of an organization and (ii) plan for its future development. However, this task becomes rather challenging when multiple performance metrics are involved. DEA is a powerful tool to cope with such issues. For systems or operations composed of interrelated processes, managers need to know how the performances of the various processes evaluated and how they are aggregated to form the overall performance of the system. This book provides an advanced exposition on performance evaluation of systems with network structures. It explores the network nature of most production and operation systems, and explains why network analyses are necessary.

Keywords

DEA Data Envelopment Analysis Efficiency Measurement Network DEA Network Systems Performance Evaluation

Authors and affiliations

  • Chiang Kao
    • 1
  1. 1.Dept. of Industrial & Information MgmtNational Cheng Kung UniversityTainanTaiwan

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-31718-2
  • Copyright Information Springer International Publishing Switzerland 2017
  • Publisher Name Springer, Cham
  • eBook Packages Business and Management
  • Print ISBN 978-3-319-31716-8
  • Online ISBN 978-3-319-31718-2
  • Series Print ISSN 0884-8289
  • Series Online ISSN 2214-7934
  • Buy this book on publisher's site