Data Envelopment Analysis - Theory and Applications

Author: Duan Yongrui
Publisher:
Publish Date: 2006-12-01
Features: This book is a specialized work on Data Envelopment Analysis (DEA) models, theory, and applications, summarizing the author's recent research. Chapter 1 classifies and summarizes existing systematic evaluation methods, as well as the applications and problems of DEA. Chapter 2 studies the relative effectiveness evaluation of complex systems with independent subsystems, establishing models such as the C2WH-ISS model that reflects decision-making preferences, the C2G2S-ISS model assuming scale economies for evaluating pure technical efficiency, the CIG-ISS model allowing intra-group cooperation, and the CIAG-ISS model allowing both intra-group and inter-group cooperation. Chapter 3 focuses on the convexity constraint of production possibility sets, establishing a quasi-concave DEA model that allows intra-group cooperation when decision-making units are not mutually independent. Chapter 4 investigates relative effectiveness evaluation of decision-making units and saturation by establishing an L-R type fuzzy DEA model. Chapters 6 to 8 explore the application of the models in this book to evaluations in manufacturing, universities, and banking. This book is suitable for researchers and practitioners in fields related to decision-making, evaluation, and optimization, such as economics, management, and mathematics. It can also serve as a reference for senior undergraduate students, graduate students, and teachers.