Network Data Envelopment Analysis: Foundations and Extensions By Chiang Kao
English | PDF | 2017 | 447 Pages | ISBN : 3319317164 | 6.51 MB
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.