Dynamic network data envelopment analysis model with fuzzy inputs and outputs: An application for Iranian Airlines
[Display omitted] •The paper develops dynamic network DEA with fuzzy data.•The proposed model is a useful tool for detecting sensitive DMUs.•The proposed model is applied for Iranian airlines. Dynamic network data envelopment analysis (DNDEA) is a non-parametric model for evaluating the relative eff...
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| Published in: | Applied soft computing Vol. 63; pp. 268 - 288 |
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| Format: | Journal Article |
| Language: | English |
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Elsevier B.V
01.02.2018
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| ISSN: | 1568-4946, 1872-9681 |
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| Abstract | [Display omitted]
•The paper develops dynamic network DEA with fuzzy data.•The proposed model is a useful tool for detecting sensitive DMUs.•The proposed model is applied for Iranian airlines.
Dynamic network data envelopment analysis (DNDEA) is a non-parametric model for evaluating the relative efficiency of decision-making units (DMUs) with network structure in several periods of time. The model uses accurate inputs/outputs data, whereas in many real-world applications, the data often fluctuate. Frontier-type models such as DNDEA models are sensitive to existence uncertainties in data. To deal with fluctuations in data which can be represented by fuzzy numbers, this paper extends the DNDEA model in a fuzzy framework. Since, the efficiency measures are expressed by membership functions rather than by certain values, hence, more information is provided for management. By using the proposed fuzzy DNDEA model, the precise efficiency scores in DNDEA model are extended to the fuzzy numbers for reflecting uncertainty in real evaluation problems. The final efficiency scores generated by the proposed model are intervals which can describe the real situation in better detail. In addition, the proposed model is a useful tool for detecting sensitive decision-making units. To illustrate the capability of the proposed fuzzy DNDEA model, a case study of airlines in Iran is used to explain how the efficiencies of system and process with fuzzy data are calculated. |
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| AbstractList | [Display omitted]
•The paper develops dynamic network DEA with fuzzy data.•The proposed model is a useful tool for detecting sensitive DMUs.•The proposed model is applied for Iranian airlines.
Dynamic network data envelopment analysis (DNDEA) is a non-parametric model for evaluating the relative efficiency of decision-making units (DMUs) with network structure in several periods of time. The model uses accurate inputs/outputs data, whereas in many real-world applications, the data often fluctuate. Frontier-type models such as DNDEA models are sensitive to existence uncertainties in data. To deal with fluctuations in data which can be represented by fuzzy numbers, this paper extends the DNDEA model in a fuzzy framework. Since, the efficiency measures are expressed by membership functions rather than by certain values, hence, more information is provided for management. By using the proposed fuzzy DNDEA model, the precise efficiency scores in DNDEA model are extended to the fuzzy numbers for reflecting uncertainty in real evaluation problems. The final efficiency scores generated by the proposed model are intervals which can describe the real situation in better detail. In addition, the proposed model is a useful tool for detecting sensitive decision-making units. To illustrate the capability of the proposed fuzzy DNDEA model, a case study of airlines in Iran is used to explain how the efficiencies of system and process with fuzzy data are calculated. |
| Author | Soltanzadeh, Elham Omrani, Hashem |
| Author_xml | – sequence: 1 givenname: Elham surname: Soltanzadeh fullname: Soltanzadeh, Elham – sequence: 2 givenname: Hashem surname: Omrani fullname: Omrani, Hashem email: h.omrani@uut.ac.ir, omrani57@gmail.com |
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| Cites_doi | 10.1016/S0165-0114(02)00608-5 10.1016/j.cam.2008.03.003 10.1016/j.jairtraman.2013.09.001 10.1023/A:1013771608623 10.1016/j.ejor.2011.02.001 10.1016/S0019-9958(65)90241-X 10.1016/j.eswa.2009.12.078 10.1016/j.tre.2011.09.003 10.1016/j.omega.2013.04.002 10.1023/B:FODM.0000003953.39947.b4 10.1016/j.omega.2009.10.002 10.1016/j.eswa.2012.08.047 10.1016/j.omega.2007.06.003 10.1016/S0165-0114(02)00484-0 10.1109/TFUZZ.2002.800692 10.1016/S0925-5273(03)00026-4 10.1016/j.asoc.2015.09.048 10.1016/j.trpro.2015.01.005 10.1016/S0925-5273(98)00244-8 10.1016/0165-0114(78)90029-5 10.1109/3477.552183 10.1016/j.cie.2013.07.023 10.1016/S0165-0114(99)00106-2 10.1016/j.eswa.2014.04.013 10.1016/j.cor.2014.03.002 10.1016/j.jairtraman.2016.07.014 10.1016/j.fss.2011.03.003 10.1016/0165-0114(94)90003-5 10.1016/0898-1221(92)90203-T 10.1016/S0308-521X(99)00059-1 10.1016/j.asoc.2016.04.038 10.1016/j.cie.2017.01.009 10.1016/j.asoc.2015.03.052 10.1016/j.ejor.2017.06.023 10.1080/03081060.2014.935569 10.1016/j.jclepro.2016.03.111 10.1016/0165-0114(92)90223-Q 10.1016/S0165-0114(00)00079-8 10.1016/S0165-0114(98)00137-7 10.7835/jcc-berj-2011-0063 10.1016/j.ejor.2015.10.018 |
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| References | Tlig (bib0240) 2013; 4 Lozano, Gutierrez (bib0165) 2014; 37 Voskoglou (bib0185) 2015; 3 Lertworasirikul, Fang, Joines, Nuttle (bib0100) 2003; 139 Fasanghari, Amalnick, Taghipour Anvari, Razmi (bib0195) 2015; 32 Chen, Klein (bib0125) 1997; 27 Zhou, Pedrycz, Kuang, Zhang (bib0120) 2016; 46 Hatami-Marbini, Ebrahimnejad, Lozano (bib0225) 2017; 105 (bib0070) 2014 Zerafat Angiz, Emrouznejad, Mustafa (bib0075) 2010; 37 Liou, Wang (bib0130) 1992; 50 Puri, Yadav (bib0215) 2013; 40 Khalili-Damghani, Tavana, Santos-Arteaga (bib0200) 2016; 38 Lertworasirikul, Fang, Joines, Nuttle (bib0230) 2003 Lertworasirikul (bib0030) 2001 Wen (bib0260) 2015 Hatami-Marbini, Saati, Tavana (bib0255) 2013 Sengupta (bib0025) 1992; 24 Hatami-Marbini, Emrouznejad, Tavana (bib0065) 2011; 214 Saati, Memariani (bib0265) 2005; 161 Kao, Liu (bib0135) 2003; 86 Qureshi, Harrison, Wegener (bib0245) 1999; 62 Kao, Liu (bib0035) 2000; 113 Azadi, Jafarian, Saen, Mirhedayatian (bib0050) 2015; 54 Zhu (bib0160) 2011; 4 Tone, Tsutsui (bib0005) 2014; 42 Omrani (bib0015) 2013; 66 Puri, Yadav (bib0060) 2014; 41 Wanke, Barros, Emrouznejad (bib0210) 2016; 249 Guo, Tanaka (bib0080) 2001; 119 Zadeh (bib0085) 1978; 1 Hatami-Marbini, Tavana, Emrouznejad, Saati (bib0045) 2012; 10 Egilmez, Gumus, Kucukvar, Tatari (bib0055) 2016; 129 Zadeh (bib0140) 1975; 8 Zhou, Yang, Chen, Zhu (bib0205) 2018; 264 Liu (bib0105) 2001; 120 Andre, Herrero, Riesgo (bib0250) 2010; 38 Kao, Liu (bib0040) 2011; 176 Pedrycz (bib0180) 1994; 64 Wen, Li (bib0115) 2009; 223 Nastis, Bournaris, Karpouzos (bib0220) 2017 Liu (bib0110) 2002; 1 Bray, Caggiani, Ottomanelli (bib0190) 2015; 5 Liu, Liu (bib0095) 2002; 10 Lertworasirikul, Fang, Nuttle, Joines (bib0235) 2003; 2 Omrani, Soltanzadeh (bib0010) 2016; 57 Yu, Lin (bib0155) 2008; 36 Zadeh (bib0020) 1965; 8 Lu, Wang, Hung, Lu (bib0175) 2012; 48 Tavassoli, Faramarzi, Farzipoor Saen (bib0170) 2014; 34 Ross (bib0270) 2010 Sengupta (bib0150) 1999; 62 León, Liern, Ruiz, Sirvent (bib0090) 2003; 139 Karnik, Mendel (bib0145) 2001; 122 (10.1016/j.asoc.2017.11.031_bib0070) 2014 Puri (10.1016/j.asoc.2017.11.031_bib0060) 2014; 41 Qureshi (10.1016/j.asoc.2017.11.031_bib0245) 1999; 62 Omrani (10.1016/j.asoc.2017.11.031_bib0010) 2016; 57 Wen (10.1016/j.asoc.2017.11.031_bib0115) 2009; 223 Puri (10.1016/j.asoc.2017.11.031_bib0215) 2013; 40 Liu (10.1016/j.asoc.2017.11.031_bib0095) 2002; 10 Yu (10.1016/j.asoc.2017.11.031_bib0155) 2008; 36 Khalili-Damghani (10.1016/j.asoc.2017.11.031_bib0200) 2016; 38 Karnik (10.1016/j.asoc.2017.11.031_bib0145) 2001; 122 Lertworasirikul (10.1016/j.asoc.2017.11.031_bib0230) 2003 Chen (10.1016/j.asoc.2017.11.031_bib0125) 1997; 27 Lertworasirikul (10.1016/j.asoc.2017.11.031_bib0235) 2003; 2 Lertworasirikul (10.1016/j.asoc.2017.11.031_bib0100) 2003; 139 Tone (10.1016/j.asoc.2017.11.031_bib0005) 2014; 42 Sengupta (10.1016/j.asoc.2017.11.031_bib0025) 1992; 24 Hatami-Marbini (10.1016/j.asoc.2017.11.031_bib0255) 2013 Voskoglou (10.1016/j.asoc.2017.11.031_bib0185) 2015; 3 Tavassoli (10.1016/j.asoc.2017.11.031_bib0170) 2014; 34 Hatami-Marbini (10.1016/j.asoc.2017.11.031_bib0225) 2017; 105 Ross (10.1016/j.asoc.2017.11.031_bib0270) 2010 Saati (10.1016/j.asoc.2017.11.031_bib0265) 2005; 161 Egilmez (10.1016/j.asoc.2017.11.031_bib0055) 2016; 129 Lertworasirikul (10.1016/j.asoc.2017.11.031_bib0030) 2001 Nastis (10.1016/j.asoc.2017.11.031_bib0220) 2017 Liu (10.1016/j.asoc.2017.11.031_bib0110) 2002; 1 Zhu (10.1016/j.asoc.2017.11.031_bib0160) 2011; 4 Zhou (10.1016/j.asoc.2017.11.031_bib0205) 2018; 264 Lozano (10.1016/j.asoc.2017.11.031_bib0165) 2014; 37 Hatami-Marbini (10.1016/j.asoc.2017.11.031_bib0065) 2011; 214 Sengupta (10.1016/j.asoc.2017.11.031_bib0150) 1999; 62 Guo (10.1016/j.asoc.2017.11.031_bib0080) 2001; 119 Kao (10.1016/j.asoc.2017.11.031_bib0035) 2000; 113 Tlig (10.1016/j.asoc.2017.11.031_bib0240) 2013; 4 Liu (10.1016/j.asoc.2017.11.031_bib0105) 2001; 120 Fasanghari (10.1016/j.asoc.2017.11.031_bib0195) 2015; 32 Zadeh (10.1016/j.asoc.2017.11.031_bib0085) 1978; 1 Zhou (10.1016/j.asoc.2017.11.031_bib0120) 2016; 46 Liou (10.1016/j.asoc.2017.11.031_bib0130) 1992; 50 Zadeh (10.1016/j.asoc.2017.11.031_bib0020) 1965; 8 Azadi (10.1016/j.asoc.2017.11.031_bib0050) 2015; 54 Kao (10.1016/j.asoc.2017.11.031_bib0040) 2011; 176 Pedrycz (10.1016/j.asoc.2017.11.031_bib0180) 1994; 64 Lu (10.1016/j.asoc.2017.11.031_bib0175) 2012; 48 Bray (10.1016/j.asoc.2017.11.031_bib0190) 2015; 5 León (10.1016/j.asoc.2017.11.031_bib0090) 2003; 139 Zadeh (10.1016/j.asoc.2017.11.031_bib0140) 1975; 8 Wanke (10.1016/j.asoc.2017.11.031_bib0210) 2016; 249 Hatami-Marbini (10.1016/j.asoc.2017.11.031_bib0045) 2012; 10 Zerafat Angiz (10.1016/j.asoc.2017.11.031_bib0075) 2010; 37 Kao (10.1016/j.asoc.2017.11.031_bib0135) 2003; 86 Omrani (10.1016/j.asoc.2017.11.031_bib0015) 2013; 66 Andre (10.1016/j.asoc.2017.11.031_bib0250) 2010; 38 Wen (10.1016/j.asoc.2017.11.031_bib0260) 2015 |
| References_xml | – volume: 2 start-page: 337 year: 2003 end-page: 358 ident: bib0235 article-title: Fuzzy BCC model for data envelopment analysis publication-title: Fuzzy Optimization Decis. Making – volume: 249 start-page: 378 year: 2016 end-page: 389 ident: bib0210 article-title: Assessing productive efficiency of banks using integrated fuzzy-DEA and bootstrapping: A case of Mozambican banks publication-title: Eur. J. Operat. Res. – volume: 139 start-page: 407 year: 2003 end-page: 419 ident: bib0090 article-title: A fuzzy mathematical programming approach to the assessment of efficiency with DEA models publication-title: Fuzzy Set Syst. – volume: 36 start-page: 1005 year: 2008 end-page: 1017 ident: bib0155 article-title: Efficiency and effectiveness in railway performance using a multi-activity network DEA model publication-title: Omega – volume: 42 start-page: 124 year: 2014 end-page: 131 ident: bib0005 article-title: Dynamic DEA with network structure: A slacks-based measure approach publication-title: Omega – volume: 1 start-page: 3 year: 1978 end-page: 28 ident: bib0085 article-title: Fuzzy sets as a basis for a theory of possibility publication-title: Fuzzy Set Syst. – volume: 27 start-page: 26 year: 1997 end-page: 35 ident: bib0125 article-title: A simple approach to ranking a group of aggregated fuzzy utilities publication-title: Systems, Man, Cybernet., Part B: Cybernet. – volume: 50 start-page: 247 year: 1992 end-page: 255 ident: bib0130 article-title: Ranking fuzzy numbers with integral value publication-title: Fuzzy Set Syst. – volume: 37 start-page: 5153 year: 2010 end-page: 5157 ident: bib0075 article-title: Fuzzy assessment of performance of a decision making units using DEA: a non-radial approach publication-title: Expert Syst. Appl. – volume: 34 start-page: 146 year: 2014 end-page: 153 ident: bib0170 article-title: Efficiency and effectiveness in airline performance using a SBM-NDEA model in the presence of shared input publication-title: J. Air Transp. Manage. – year: 2010 ident: bib0270 article-title: Fuzzy logic with engineering applications – year: 2014 ident: bib0070 publication-title: Performance Measurement with Fuzzy Data Envelopment Analysis – volume: 8 year: 1975 ident: bib0140 article-title: The concept of a linguistic variable and its application to approximate reasoning publication-title: Inf. Sci. – volume: 161 start-page: 611 year: 2005 end-page: 622 ident: bib0265 article-title: Reducing weight flexibility in fuzzy DEA publication-title: Appl. Math. Comput. – volume: 40 start-page: 1437 year: 2013 end-page: 1450 ident: bib0215 article-title: A concept of fuzzy input mix-efficiency in fuzzy DEA and its application in banking sector publication-title: Expert Syst. Appl. – volume: 214 start-page: 457 year: 2011 end-page: 472 ident: bib0065 article-title: A taxonomy and review of the fuzzy data envelopment analysis literature: two decades in the making publication-title: Eur. J. Operat. Res. – volume: 46 start-page: 424 year: 2016 end-page: 440 ident: bib0120 article-title: Type-2 fuzzy multi-objective DEA model: an application to sustainable supplier evaluation publication-title: Appl. Soft Comput. – volume: 37 start-page: 623 year: 2014 end-page: 637 ident: bib0165 article-title: A slacks-based network DEA efficiency analysis of European airlines publication-title: Transp. Plan. Technol. – volume: 54 start-page: 274 year: 2015 end-page: 285 ident: bib0050 article-title: A new fuzzy DEA model for evaluation of efficiency and effectiveness of suppliers in sustainable supply chain management context publication-title: Comput. Oper. Res. – volume: 4 start-page: 1924 year: 2013 end-page: 1929 ident: bib0240 article-title: A fuzzy data envelopment analysis model to evaluate the Tunisian banks efficiency publication-title: Int. J. Sci. Eng. Res. – volume: 10 start-page: 1 year: 2012 end-page: 20 ident: bib0045 article-title: Efficiency measurement in fuzzy additive data envelopment analysis publication-title: Int. J. Ind. Syst. Eng. – start-page: 94 year: 2013 end-page: 108 ident: bib0255 article-title: Data envelopment analysis with fuzzy parameters: an interactive approach publication-title: Optimizing, Innovating, and Capitalizing on Information Systems for Operations – volume: 66 start-page: 1163 year: 2013 end-page: 1170 ident: bib0015 article-title: Common weights data envelopment analysis with uncertain data: a robust optimization approach publication-title: Comput. Ind. Eng. – volume: 120 start-page: 227 year: 2001 end-page: 234 ident: bib0105 article-title: Uncertain programming: a unifying optimization theory in various uncertain environments publication-title: Appl. Math. Comput. – volume: 3 start-page: 146 year: 2015 end-page: 150 ident: bib0185 article-title: Use of the triangular fuzzy numbers for student assessment publication-title: Am. J. Appl. Math. Stat. – volume: 223 start-page: 872 year: 2009 end-page: 878 ident: bib0115 article-title: Fuzzy data envelopment analysis (DEA): model and ranking method publication-title: J. Comput. Appl. Math. – volume: 41 start-page: 6419 year: 2014 end-page: 6432 ident: bib0060 article-title: A fuzzy DEA model with undesirable fuzzy outputs and its application to the banking sector in India publication-title: Expert Syst. Appl. – start-page: 1 year: 2017 end-page: 14 ident: bib0220 article-title: Fuzzy data envelopment analysis of organic farms publication-title: Operat. Res – volume: 57 start-page: 52 year: 2016 end-page: 61 ident: bib0010 article-title: Dynamic DEA models with network structure: an application for Iranian airlines publication-title: J. Air Transp. Manage. – volume: 38 start-page: 371 year: 2010 end-page: 382 ident: bib0250 article-title: A modified DEA model to estimate the importance of objectives with an application to agricultural economics publication-title: Omega – volume: 129 start-page: 622 year: 2016 end-page: 636 ident: bib0055 article-title: A fuzzy data envelopment analysis framework for dealing with uncertainty impacts of input–output life cycle assessment models on eco-efficiency assessment publication-title: J. Clean. Prod. – volume: 62 start-page: 209 year: 1999 end-page: 218 ident: bib0150 article-title: A dynamic efficiency model using data envelopment analysis publication-title: Int. J. Prod. Econ. – volume: 139 start-page: 379 year: 2003 end-page: 394 ident: bib0100 article-title: Fuzzy data envelopment analysis (DEA): a possibility approach publication-title: Fuzzy Set Syst. – volume: 4 start-page: 260 year: 2011 end-page: 269 ident: bib0160 article-title: Airlines performance via two-stage network DEA approach publication-title: J. CENTRUM Catherda – volume: 86 start-page: 145 year: 2003 end-page: 154 ident: bib0135 article-title: A mathematical programming approach to fuzzy efficiency ranking publication-title: Int. J. Prod. Econ. – volume: 10 start-page: 445 year: 2002 end-page: 450 ident: bib0095 article-title: Expected value of fuzzy variable and fuzzy expected value models publication-title: Fuzzy Systems – volume: 32 start-page: 347 year: 2015 end-page: 368 ident: bib0195 article-title: A novel credibility-based group decision making method for enterprise architecture scenario analysis using data envelopment analysis publication-title: Appl. Soft Comput. – volume: 264 start-page: 1 year: 2018 end-page: 16 ident: bib0205 article-title: Data envelopment analysis application in sustainability: The origins, development and future directions publication-title: Eur. J. Operat. Res. – volume: 119 start-page: 149 year: 2001 end-page: 160 ident: bib0080 article-title: Fuzzy DEA: a perceptual evaluation method publication-title: Fuzzy Set Syst. – volume: 24 start-page: 259 year: 1992 end-page: 266 ident: bib0025 article-title: A fuzzy systems approach in data envelopment analysis publication-title: Comput. Math. Appl. – volume: 64 start-page: 21 year: 1994 end-page: 30 ident: bib0180 article-title: Why triangular membership functions? publication-title: Fuzzy Set Syst. – volume: 113 start-page: 427 year: 2000 end-page: 437 ident: bib0035 article-title: Fuzzy efficiency measures in data envelopment analysis publication-title: Fuzzy Set Syst. – volume: 48 start-page: 529 year: 2012 end-page: 544 ident: bib0175 article-title: The effect of corporate governance on airline performance: production and marketing efficiency perspectives publication-title: Transp. Res. Part E – year: 2001 ident: bib0030 article-title: Fuzzy Data Envelopment Analysis for Supply Chain Modeling and Analysis – volume: 105 start-page: 362 year: 2017 end-page: 376 ident: bib0225 article-title: Fuzzy efficiency measures in data envelopment analysis using lexicographic multiobjective approach publication-title: Comput. Ind. Eng. – volume: 62 start-page: 105 year: 1999 end-page: 116 ident: bib0245 article-title: Validation of multicriteria analysis models publication-title: Agric. Syst. – year: 2015 ident: bib0260 article-title: Uncertain Data Envelopment Analysis – volume: 8 start-page: 338 year: 1965 end-page: 353 ident: bib0020 article-title: Fuzzy sets publication-title: Inf. Control – volume: 1 start-page: 43 year: 2002 end-page: 63 ident: bib0110 article-title: Toward fuzzy optimization without mathematical ambiguity publication-title: Fuzzy Optim. Decis. Making – volume: 122 start-page: 327 year: 2001 end-page: 348 ident: bib0145 article-title: Operations on type-2 fuzzy sets publication-title: Fuzzy Set Syst. – volume: 38 start-page: 676 year: 2016 end-page: 702 ident: bib0200 article-title: A comprehensive fuzzy DEA model for emerging market assessment and selection decisions publication-title: Appl. Soft Comput. – start-page: 141 year: 2003 end-page: 158 ident: bib0230 article-title: Fuzzy data envelopment analysis (fuzzy DEA): A credibility approach publication-title: Fuzzy Sets Based Heuristics for Optimization – volume: 5 start-page: 186 year: 2015 end-page: 200 ident: bib0190 article-title: Measuring transport systems efficiency under uncertainty by fuzzy sets theory based data envelopment analysis: theoretical and practical comparison with traditional DEA model publication-title: Transp. Res. Procedia – volume: 176 start-page: 20 year: 2011 end-page: 35 ident: bib0040 article-title: Efficiencies of two-stage systems with fuzzy data publication-title: Fuzzy Set Syst. – year: 2010 ident: 10.1016/j.asoc.2017.11.031_bib0270 – volume: 3 start-page: 146 issue: 4 year: 2015 ident: 10.1016/j.asoc.2017.11.031_bib0185 article-title: Use of the triangular fuzzy numbers for student assessment publication-title: Am. J. Appl. Math. Stat. – volume: 139 start-page: 407 issue: 2 year: 2003 ident: 10.1016/j.asoc.2017.11.031_bib0090 article-title: A fuzzy mathematical programming approach to the assessment of efficiency with DEA models publication-title: Fuzzy Set Syst. doi: 10.1016/S0165-0114(02)00608-5 – volume: 223 start-page: 872 issue: 2 year: 2009 ident: 10.1016/j.asoc.2017.11.031_bib0115 article-title: Fuzzy data envelopment analysis (DEA): model and ranking method publication-title: J. Comput. Appl. Math. doi: 10.1016/j.cam.2008.03.003 – year: 2001 ident: 10.1016/j.asoc.2017.11.031_bib0030 – volume: 34 start-page: 146 year: 2014 ident: 10.1016/j.asoc.2017.11.031_bib0170 article-title: Efficiency and effectiveness in airline performance using a SBM-NDEA model in the presence of shared input publication-title: J. Air Transp. Manage. doi: 10.1016/j.jairtraman.2013.09.001 – volume: 8 year: 1975 ident: 10.1016/j.asoc.2017.11.031_bib0140 article-title: The concept of a linguistic variable and its application to approximate reasoning publication-title: Inf. Sci. – volume: 1 start-page: 43 issue: 1 year: 2002 ident: 10.1016/j.asoc.2017.11.031_bib0110 article-title: Toward fuzzy optimization without mathematical ambiguity publication-title: Fuzzy Optim. Decis. Making doi: 10.1023/A:1013771608623 – volume: 214 start-page: 457 issue: 3 year: 2011 ident: 10.1016/j.asoc.2017.11.031_bib0065 article-title: A taxonomy and review of the fuzzy data envelopment analysis literature: two decades in the making publication-title: Eur. J. Operat. Res. doi: 10.1016/j.ejor.2011.02.001 – volume: 8 start-page: 338 issue: 3 year: 1965 ident: 10.1016/j.asoc.2017.11.031_bib0020 article-title: Fuzzy sets publication-title: Inf. Control doi: 10.1016/S0019-9958(65)90241-X – volume: 37 start-page: 5153 issue: 7 year: 2010 ident: 10.1016/j.asoc.2017.11.031_bib0075 article-title: Fuzzy assessment of performance of a decision making units using DEA: a non-radial approach publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2009.12.078 – volume: 48 start-page: 529 year: 2012 ident: 10.1016/j.asoc.2017.11.031_bib0175 article-title: The effect of corporate governance on airline performance: production and marketing efficiency perspectives publication-title: Transp. Res. Part E doi: 10.1016/j.tre.2011.09.003 – volume: 120 start-page: 227 year: 2001 ident: 10.1016/j.asoc.2017.11.031_bib0105 article-title: Uncertain programming: a unifying optimization theory in various uncertain environments publication-title: Appl. Math. Comput. – volume: 42 start-page: 124 year: 2014 ident: 10.1016/j.asoc.2017.11.031_bib0005 article-title: Dynamic DEA with network structure: A slacks-based measure approach publication-title: Omega doi: 10.1016/j.omega.2013.04.002 – volume: 2 start-page: 337 issue: 4 year: 2003 ident: 10.1016/j.asoc.2017.11.031_bib0235 article-title: Fuzzy BCC model for data envelopment analysis publication-title: Fuzzy Optimization Decis. Making doi: 10.1023/B:FODM.0000003953.39947.b4 – volume: 38 start-page: 371 issue: 5 year: 2010 ident: 10.1016/j.asoc.2017.11.031_bib0250 article-title: A modified DEA model to estimate the importance of objectives with an application to agricultural economics publication-title: Omega doi: 10.1016/j.omega.2009.10.002 – volume: 40 start-page: 1437 issue: 5 year: 2013 ident: 10.1016/j.asoc.2017.11.031_bib0215 article-title: A concept of fuzzy input mix-efficiency in fuzzy DEA and its application in banking sector publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2012.08.047 – volume: 36 start-page: 1005 year: 2008 ident: 10.1016/j.asoc.2017.11.031_bib0155 article-title: Efficiency and effectiveness in railway performance using a multi-activity network DEA model publication-title: Omega doi: 10.1016/j.omega.2007.06.003 – volume: 10 start-page: 1 issue: 1 year: 2012 ident: 10.1016/j.asoc.2017.11.031_bib0045 article-title: Efficiency measurement in fuzzy additive data envelopment analysis publication-title: Int. J. Ind. Syst. Eng. – volume: 139 start-page: 379 issue: 2 year: 2003 ident: 10.1016/j.asoc.2017.11.031_bib0100 article-title: Fuzzy data envelopment analysis (DEA): a possibility approach publication-title: Fuzzy Set Syst. doi: 10.1016/S0165-0114(02)00484-0 – volume: 10 start-page: 445 issue: 4 year: 2002 ident: 10.1016/j.asoc.2017.11.031_bib0095 article-title: Expected value of fuzzy variable and fuzzy expected value models publication-title: Fuzzy Systems doi: 10.1109/TFUZZ.2002.800692 – volume: 86 start-page: 145 issue: 2 year: 2003 ident: 10.1016/j.asoc.2017.11.031_bib0135 article-title: A mathematical programming approach to fuzzy efficiency ranking publication-title: Int. J. Prod. Econ. doi: 10.1016/S0925-5273(03)00026-4 – year: 2014 ident: 10.1016/j.asoc.2017.11.031_bib0070 – volume: 38 start-page: 676 year: 2016 ident: 10.1016/j.asoc.2017.11.031_bib0200 article-title: A comprehensive fuzzy DEA model for emerging market assessment and selection decisions publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2015.09.048 – volume: 5 start-page: 186 year: 2015 ident: 10.1016/j.asoc.2017.11.031_bib0190 article-title: Measuring transport systems efficiency under uncertainty by fuzzy sets theory based data envelopment analysis: theoretical and practical comparison with traditional DEA model publication-title: Transp. Res. Procedia doi: 10.1016/j.trpro.2015.01.005 – start-page: 1 year: 2017 ident: 10.1016/j.asoc.2017.11.031_bib0220 article-title: Fuzzy data envelopment analysis of organic farms publication-title: Operat. Res – volume: 4 start-page: 1924 year: 2013 ident: 10.1016/j.asoc.2017.11.031_bib0240 article-title: A fuzzy data envelopment analysis model to evaluate the Tunisian banks efficiency publication-title: Int. J. Sci. Eng. Res. – volume: 62 start-page: 209 year: 1999 ident: 10.1016/j.asoc.2017.11.031_bib0150 article-title: A dynamic efficiency model using data envelopment analysis publication-title: Int. J. Prod. Econ. doi: 10.1016/S0925-5273(98)00244-8 – year: 2015 ident: 10.1016/j.asoc.2017.11.031_bib0260 – volume: 1 start-page: 3 issue: 1 year: 1978 ident: 10.1016/j.asoc.2017.11.031_bib0085 article-title: Fuzzy sets as a basis for a theory of possibility publication-title: Fuzzy Set Syst. doi: 10.1016/0165-0114(78)90029-5 – volume: 27 start-page: 26 issue: 1 year: 1997 ident: 10.1016/j.asoc.2017.11.031_bib0125 article-title: A simple approach to ranking a group of aggregated fuzzy utilities publication-title: Systems, Man, Cybernet., Part B: Cybernet. doi: 10.1109/3477.552183 – volume: 66 start-page: 1163 issue: 4 year: 2013 ident: 10.1016/j.asoc.2017.11.031_bib0015 article-title: Common weights data envelopment analysis with uncertain data: a robust optimization approach publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2013.07.023 – volume: 119 start-page: 149 issue: 1 year: 2001 ident: 10.1016/j.asoc.2017.11.031_bib0080 article-title: Fuzzy DEA: a perceptual evaluation method publication-title: Fuzzy Set Syst. doi: 10.1016/S0165-0114(99)00106-2 – volume: 161 start-page: 611 issue: 2 year: 2005 ident: 10.1016/j.asoc.2017.11.031_bib0265 article-title: Reducing weight flexibility in fuzzy DEA publication-title: Appl. Math. Comput. – volume: 41 start-page: 6419 issue: 14 year: 2014 ident: 10.1016/j.asoc.2017.11.031_bib0060 article-title: A fuzzy DEA model with undesirable fuzzy outputs and its application to the banking sector in India publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2014.04.013 – volume: 54 start-page: 274 year: 2015 ident: 10.1016/j.asoc.2017.11.031_bib0050 article-title: A new fuzzy DEA model for evaluation of efficiency and effectiveness of suppliers in sustainable supply chain management context publication-title: Comput. Oper. Res. doi: 10.1016/j.cor.2014.03.002 – volume: 57 start-page: 52 year: 2016 ident: 10.1016/j.asoc.2017.11.031_bib0010 article-title: Dynamic DEA models with network structure: an application for Iranian airlines publication-title: J. Air Transp. Manage. doi: 10.1016/j.jairtraman.2016.07.014 – volume: 176 start-page: 20 issue: 1 year: 2011 ident: 10.1016/j.asoc.2017.11.031_bib0040 article-title: Efficiencies of two-stage systems with fuzzy data publication-title: Fuzzy Set Syst. doi: 10.1016/j.fss.2011.03.003 – volume: 64 start-page: 21 issue: 1 year: 1994 ident: 10.1016/j.asoc.2017.11.031_bib0180 article-title: Why triangular membership functions? publication-title: Fuzzy Set Syst. doi: 10.1016/0165-0114(94)90003-5 – start-page: 94 year: 2013 ident: 10.1016/j.asoc.2017.11.031_bib0255 article-title: Data envelopment analysis with fuzzy parameters: an interactive approach – volume: 24 start-page: 259 issue: 8 year: 1992 ident: 10.1016/j.asoc.2017.11.031_bib0025 article-title: A fuzzy systems approach in data envelopment analysis publication-title: Comput. Math. Appl. doi: 10.1016/0898-1221(92)90203-T – volume: 62 start-page: 105 issue: 2 year: 1999 ident: 10.1016/j.asoc.2017.11.031_bib0245 article-title: Validation of multicriteria analysis models publication-title: Agric. Syst. doi: 10.1016/S0308-521X(99)00059-1 – volume: 46 start-page: 424 year: 2016 ident: 10.1016/j.asoc.2017.11.031_bib0120 article-title: Type-2 fuzzy multi-objective DEA model: an application to sustainable supplier evaluation publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2016.04.038 – volume: 105 start-page: 362 year: 2017 ident: 10.1016/j.asoc.2017.11.031_bib0225 article-title: Fuzzy efficiency measures in data envelopment analysis using lexicographic multiobjective approach publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2017.01.009 – volume: 32 start-page: 347 year: 2015 ident: 10.1016/j.asoc.2017.11.031_bib0195 article-title: A novel credibility-based group decision making method for enterprise architecture scenario analysis using data envelopment analysis publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2015.03.052 – volume: 264 start-page: 1 issue: 1 year: 2018 ident: 10.1016/j.asoc.2017.11.031_bib0205 article-title: Data envelopment analysis application in sustainability: The origins, development and future directions publication-title: Eur. J. Operat. Res. doi: 10.1016/j.ejor.2017.06.023 – volume: 37 start-page: 623 issue: 7 year: 2014 ident: 10.1016/j.asoc.2017.11.031_bib0165 article-title: A slacks-based network DEA efficiency analysis of European airlines publication-title: Transp. Plan. Technol. doi: 10.1080/03081060.2014.935569 – start-page: 141 year: 2003 ident: 10.1016/j.asoc.2017.11.031_bib0230 article-title: Fuzzy data envelopment analysis (fuzzy DEA): A credibility approach – volume: 129 start-page: 622 year: 2016 ident: 10.1016/j.asoc.2017.11.031_bib0055 article-title: A fuzzy data envelopment analysis framework for dealing with uncertainty impacts of input–output life cycle assessment models on eco-efficiency assessment publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2016.03.111 – volume: 50 start-page: 247 issue: 3 year: 1992 ident: 10.1016/j.asoc.2017.11.031_bib0130 article-title: Ranking fuzzy numbers with integral value publication-title: Fuzzy Set Syst. doi: 10.1016/0165-0114(92)90223-Q – volume: 122 start-page: 327 issue: 2 year: 2001 ident: 10.1016/j.asoc.2017.11.031_bib0145 article-title: Operations on type-2 fuzzy sets publication-title: Fuzzy Set Syst. doi: 10.1016/S0165-0114(00)00079-8 – volume: 113 start-page: 427 issue: 3 year: 2000 ident: 10.1016/j.asoc.2017.11.031_bib0035 article-title: Fuzzy efficiency measures in data envelopment analysis publication-title: Fuzzy Set Syst. doi: 10.1016/S0165-0114(98)00137-7 – volume: 4 start-page: 260 year: 2011 ident: 10.1016/j.asoc.2017.11.031_bib0160 article-title: Airlines performance via two-stage network DEA approach publication-title: J. CENTRUM Catherda doi: 10.7835/jcc-berj-2011-0063 – volume: 249 start-page: 378 issue: 1 year: 2016 ident: 10.1016/j.asoc.2017.11.031_bib0210 article-title: Assessing productive efficiency of banks using integrated fuzzy-DEA and bootstrapping: A case of Mozambican banks publication-title: Eur. J. Operat. Res. doi: 10.1016/j.ejor.2015.10.018 |
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| Title | Dynamic network data envelopment analysis model with fuzzy inputs and outputs: An application for Iranian Airlines |
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