书目名称 | Handbook of Operations Analytics Using Data Envelopment Analysis |
编辑 | Shiuh-Nan Hwang,Hsuan-Shih Lee,Joe Zhu |
视频video | |
概述 | Editor (Zhu) is one of the most prominent researchers in the field.Only book to explore using DEA in addition to other decision techniques.Prestigious and international group of contributing authors?. |
丛书名称 | International Series in Operations Research & Management Science |
图书封面 |  |
描述 | .This handbook focuses on Data Envelopment Analysis (DEA) applications in operations analytics which are fundamental tools and techniques for improving operation functions and attaining long-term competitiveness. In fact, the handbook demonstrates that DEA can be viewed as Data Envelopment .Analytics....Chapters include a review of cross-efficiency evaluation; a case study on measuring the environmental performance of OECS countries; how to select a set of performance metrics in DEA with an application to American banks; a relational network model to take the operations of individual periods into account in measuring efficiencies; how the efficient frontier methods DEA and stochastic frontier analysis (SFA) can be used synergistically; and how to integrate DEA and multidimensional scaling...In other chapters, authors construct a dynamic three-stage network DEA model; a bootstrapping based methodology to evaluate returns to scale and convexity assumptions in DEA; hybridizing DEA and cooperative games; using DEA to represent the production technology and directional distance functions to measure band performance; an input-specific Luenberger energy and environmental productivity indi |
出版日期 | Book 2016 |
关键词 | Centralized DEA; DEA; DEA Models; Data Envelopment Analysis; Production Tradeoffs; Scale Elasticity |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4899-7705-2 |
isbn_softcover | 978-1-4939-7955-4 |
isbn_ebook | 978-1-4899-7705-2Series ISSN 0884-8289 Series E-ISSN 2214-7934 |
issn_series | 0884-8289 |
copyright | Springer Science+Business Media New York 2016 |