DEA under big data: data enabled analytics and network data envelopment analysis
作者： Joe Zhu
DOI: 10.1007/S10479-020-03668-8
关键词:
摘要: … on how great and versatile DEA has been, but rather on how DEA has been evolving. As … of operations analytics, DEA is evolving into data enabled analytics. DEA can be viewed as a …
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sci-hub.st 参考文章(104)
Liang Liang, Wade D. Cook, Joe Zhu, DEA models for two-stage processes: Game approach and efficiency decomposition Naval Research Logistics. ,vol. 55, pp. 643- 653 ,(2008) , 10.1002/NAV.20308
Chiang Kao, Network data envelopment analysis: A review European Journal of Operational Research. ,vol. 239, pp. 1- 16 ,(2014) , 10.1016/J.EJOR.2014.02.039
Sebastián Lozano, Ester Gutiérrez, A slacks-based network DEA efficiency analysis of European airlines Transportation Planning and Technology. ,vol. 37, pp. 623- 637 ,(2014) , 10.1080/03081060.2014.935569
Wade D. Cook, Larry M. Seiford, Data envelopment analysis (DEA) - Thirty years on European Journal of Operational Research. ,vol. 192, pp. 1- 17 ,(2009) , 10.1016/J.EJOR.2008.01.032
Yongjun Shen, Elke Hermans, Tom Brijs, Geert Wets, Koen Vanhoof, Road safety risk evaluation and target setting using data envelopment analysis and its extensions. Accident Analysis & Prevention. ,vol. 48, pp. 430- 441 ,(2012) , 10.1016/J.AAP.2012.02.020
Sreekanth Mallikarjun, Efficiency of US airlines: A strategic operating model Journal of Air Transport Management. ,vol. 43, pp. 46- 56 ,(2015) , 10.1016/J.JAIRTRAMAN.2014.12.004
Chiang Kao, Efficiency measurement for hierarchical network systems Omega-international Journal of Management Science. ,vol. 51, pp. 121- 127 ,(2015) , 10.1016/J.OMEGA.2014.09.008
Wade D. Cook, Julie Harrison, Raha Imanirad, Paul Rouse, Joe Zhu, Data Envelopment Analysis with Nonhomogeneous DMUs Operations Research. ,vol. 61, pp. 666- 676 ,(2013) , 10.1287/OPRE.2013.1173
Kaoru Tone, Miki Tsutsui, Dynamic DEA with network structure: A slacks-based measure approach Omega-international Journal of Management Science. ,vol. 42, pp. 124- 131 ,(2014) , 10.1016/J.OMEGA.2013.04.002
Wade D. Cook, Rodney H. Green, Evaluating power plant efficiency: a hierarchical model Computers & Operations Research. ,vol. 32, pp. 813- 823 ,(2005) , 10.1016/J.COR.2003.08.019