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Title: Improved interval DEA models with common weight (English)
Author: Sun, Jiasen
Author: Miao, Yajun
Author: Wu, Jie
Author: Cui, Lianbiao
Author: Zhong, Runyang
Language: English
Journal: Kybernetika
ISSN: 0023-5954 (print)
ISSN: 1805-949X (online)
Volume: 50
Issue: 5
Year: 2014
Pages: 774-785
Summary lang: English
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Category: math
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Summary: The traditional data envelopment analysis (DEA) model can evaluate the relative efficiencies of a set of decision making units (DMUs) with exact values. But it cannot handle imprecise data. Imprecise data, for example, can be expressed in the form of the interval data or mixtures of interval data and exact data. In order to solve this problem, this study proposes three new interval DEA models from different points of view. Two examples are presented to illustrate and validate these models. (English)
Keyword: data envelopment analysis (DEA)
Keyword: interval data
Keyword: interval DEA model
Keyword: common weight
MSC: 90B50
MSC: 90C08
idZBL: Zbl 1308.90078
idMR: MR3301860
DOI: 10.14736/kyb-2014-5-0774
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Date available: 2015-01-13T09:36:06Z
Last updated: 2016-01-03
Stable URL: http://hdl.handle.net/10338.dmlcz/144106
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Reference: [1] Angiz, M. Z., Emrouznejad, L. A., Mustafa, A., Al-Eraqi, A. S.: Aggregating preference ranking with fuzzy data envelopment analysis..Knowledge-Based Systems 23 (2010), 512-519. 10.1016/j.knosys.2010.03.008
Reference: [2] Braglia, M., Petroni, A.: Evaluating and selecting investments in industrial robots..Int. J. Product. Res. 37 (1999), 4157-4178. Zbl 0948.90551, 10.1080/002075499189718
Reference: [3] Charnes, A., Cooper, W. W., Rhodes, E.: Measuring the efficiency of decision making units..Eur. J. Oper. Res. 2 (1978), 429-444. Zbl 0425.90086, MR 0525905, 10.1016/0377-2217(78)90138-8
Reference: [4] Co, H. C., Chew, K. S.: Performance and R&D expenditures in American and Japanese manufacturing firms..Int. J. Product. Res. 35 (1997), 3333-3348. Zbl 0943.90516, 10.1080/002075497194101
Reference: [5] Cooper, W. W., Park, K. S., Yu, G.: An illustrative application of IDEA (imprecise data envelopment analysis) to a Korean mobile telecommunication company..Oper. Res. 49 (2011), 807-820. Zbl 1163.90539, 10.1287/opre.49.6.807.10022
Reference: [6] Despotis, D. K., Smirlis, Y. G.: Data envelopment analysis with imprecise data..Eur. J. Oper. Res. 140 (2002), 24-36. Zbl 1030.90055, MR 1894083, 10.1016/S0377-2217(01)00200-4
Reference: [7] Haghighat, M. S., Khorram, E.: The maximum and minimum number of efficient units in DEA with interval data..Appl. Math. Comput. 163 (2004), 919-930. Zbl 1116.90380, MR 2121837, 10.1016/j.amc.2004.04.018
Reference: [8] Jahanshahloo, G. R., Lofti, F. Hosseinzadeh, Moradi, M.: Sensitivity and stability analysis in DEA with interval data..Appl. Math. Comput. 156 (2004), 463-477. MR 2087523, 10.1016/j.amc.2003.08.005
Reference: [9] Jahanshahloo, G. R., Matin, R. K., Vencheh, A. H.: On return to scale offully effcient DMUs in data envelopment analysis under interval data..Appl. Math. Comput. 154 (2004), 31-40. MR 2066177, 10.1016/S0096-3003(03)00687-8
Reference: [10] Jahanshahloo, G. R., Matin, R. K., Vencheh, A. H.: On FDH effciency analysis with interval data..Appl. Math. Comput. 159 (2004), 47-55. MR 2094956, 10.1016/j.amc.2003.08.127
Reference: [11] Kim, S. H., Park, C. G., Park, K. S.: An application ofdata envelopment analysis in telephone offices evaluation with partial data..Comput. Oper. Res. 26 (1999), 59-72. 10.1016/S0305-0548(98)00041-0
Reference: [12] Lai, M. C., Huang, H. C., Wang, W. K.: Designing a knowledge-based system for benchmarking: A DEA approach..Knowledge-Based Syst. 24 (2011), 662-671. 10.1016/j.knosys.2011.02.006
Reference: [13] Lee, Y. K., Park, K. S., Kim, S. H.: Identification of inefficiencies in an additive model based IDEA (imprecise data envelopment analysis)..Comput. Oper. Res. 29 (2002), 1661-1676. MR 1906726, 10.1016/S0305-0548(01)00049-1
Reference: [14] Sun, S.: Assessing computer numerical control machines using data envelopment analysis..Int. J. Product. Res. 40 (2002), 2011-2039. Zbl 1048.90509, 10.1080/00207540210123634
Reference: [15] Wang, R. T., Ho, C. T. B., Oh, K.: Measuring production and marketing efficiency using grey relation analysis and data envelopment analysis..Int. J. Product. Res. 48 (2010), 183-199. Zbl 1197.90270, 10.1080/00207540802446803
Reference: [16] Wang, Y. M., Greatbanks, R., Yang, J. B.: Interval efficiency assessment using data envelopment analysis..Fuzzy Sets and Systems 153 (2005), 347-370. Zbl 1122.91339, MR 2149373
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