By Wade D. Cook, Joe Zhu (eds.)
This instruction manual serves as a supplement to the Handbook on facts Envelopment Analysis (eds, W.W. Cooper, L.M. Seiford and J, Zhu, 2011, Springer) that allows you to expand the frontier of DEA learn. It presents a finished resource for the state-of-the artwork DEA modeling on inner constructions and community DEA. bankruptcy 1 presents a survey on two-stage community functionality decomposition and modeling innovations. bankruptcy 2 discusses the pitfalls in community DEA modeling. bankruptcy three discusses potency decompositions in community DEA below 3 sorts of buildings, specifically sequence, parallel and dynamic. bankruptcy four stories the selection of the community DEA frontier. In bankruptcy five additive potency decomposition in community DEA is mentioned. An technique in scale potency dimension in two-stage networks is gifted in bankruptcy 6. bankruptcy 7 extra discusses the dimensions potency decomposition in degree networks. bankruptcy eight bargains a bargaining video game method of modeling two-stage networks. bankruptcy nine reviews shared assets and potency decomposition in two-stage networks. bankruptcy 10 introduces an method of computing the technical potency ratings for a dynamic construction community and its sub-processes. bankruptcy eleven offers a slacks-based community DEA. bankruptcy 12 discusses a DEA modeling strategy for a two-stage community strategy the place the inputs of the second one degree contain either the outputs from the 1st level and extra inputs to the second one level. bankruptcy thirteen provides an potency dimension method for multi-stage construction platforms. bankruptcy 14 discusses community DEA types, either static and dynamic. The dialogue additionally explores a number of necessary goal services that may be utilized to the types to discover the optimum allocation of assets for approaches in the black field, which are typically invisible to DEA. bankruptcy 15 presents a entire assessment of assorted variety community DEA modeling innovations. bankruptcy sixteen offers shared assets versions for deriving mixture measures of bank-branch functionality, with accompanying part measures that make up that mixture worth. bankruptcy 17 examines a suite of producing crops working less than a unmarried umbrella, with the target being to exploit the part or functionality measures to choose what can be regarded as every one plant’s center enterprise. bankruptcy 18 considers challenge settings the place there is clusters or teams of DMUs that shape a hierarchy. the categorical case of a collection off electrical strength crops is tested during this context. bankruptcy 19 versions undesirable outputs in two-stage community DEA. bankruptcy 20 provides an software of community DEA to functionality dimension of significant League Baseball (MLB) groups. bankruptcy 21 provides an software of a two-stage community DEA version for reading the functionality of 30 U.S. airline businesses. bankruptcy 22 then provides distinctive community potency versions which are utilized to engineering platforms.
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Additional info for Data Envelopment Analysis: A Handbook on the Modeling of Internal Structures and Networks
2009b). Additive efficiency decomposition in two-stage DEA. European Journal of Operational Research, 196, 1170–1176. , Cook, W. , & Zhu, J. (2010a). Deriving the DEA frontier for two-stage processes. European Journal of Operational Research, 202, 138–142. , Sherman, H. , & Zhu, J. (2010b). DEA model with shared resources and efficiency decomposition. European Journal of Operational Research, 207, 339–349. D. Cook and J. , & Noori, H. (2012). A new methodology for evaluating sustainable product design performance with two-stage network data envelopment analysis.
Cook, W. , & Zhu, J. (2013). Network DEA pitfalls: Divisional efficiency and frontier projection under general network structures. European Journal of Operational Research, 226, 507–515. , & Sherman, H. D. (2004). Health care applications: From Hospitals to Physician, from productive efficiency to quality frontiers. In W. W. Cooper, L. M. Seiford, & J. ), Handbook on data envelopment analysis. Boston: Springer. Cook, W. , & Hababou, M. (2001). Sales performance measurement in bank branches. Omega, 29, 299–307.
We demonstrate that under the network DEA model, the above equivalence no longer holds. We further show that envelopment and multiplier network DEA models are two very different approaches using different efficiency concepts. Further, divisional efficiency obtained from the multiplier network DEA model can be infeasible on the envelopment side. We also demonstrate that the envelopment model’s divisional efficiency may actually be the overall efficiency. The rest of the chapter is organized as follows.