Intuitionistic fuzzy data envelopment analysis: An application to the banking sector in India

Expert Systems with Applications

Volumn 42, Issue 11, 2015, Pages 4982-4998

  Puri, Jolly ^a   Yadav, Shiv Prasad ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY ROORKEE   (India)

Author keywords

Bank branch efficiency; Fuzzy DEA; Intuitionistic fuzzy DEA; Optimistic and pessimistic performance; Ranking methods

Indexed keywords

DATA ENVELOPMENT ANALYSIS; DECISION MAKING; EFFICIENCY; NUMERICAL METHODS;

BANK BRANCHES; FUZZY DEA; INTUITIONISTIC FUZZY; OPTIMISTIC AND PESSIMISTIC PERFORMANCE; RANKING METHODS;

FUZZY SETS;

EID: 84924785873     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2015.02.014     Document Type: Article

References (46)

1. N. Adler, L. Friedman, and Z. Sinuany-Stern Review of ranking methods in the data envelopment analysis context European Journal of Operational Research 140 2002 249 265
2. P. Andersen, and N.C. Petersen A procedure for ranking efficient units in data envelopment analysis Management Science 39 10 1993 1261 1294
3. K. Atanassov Intuitionistic fuzzy sets Fuzzy Sets and Systems 20 1986 87 96
4. K. Atanassov More on intuitionistic fuzzy sets Fuzzy Sets and Systems 33 1989 37 46
5. H. Azizi The interval efficiency based on the optimistic and pessimistic points of view Applied Mathematical Modelling 35 2011 2384 2393
6. H. Azizi DEA efficiency analysis: A DEA approach with double frontiers International Journal of Systems Science 45 11 2014 2289 2300
7. G.J. Benston Branch banking and economics of scale The Journal of Finance 20 1965 312 331
8. A.N. Berger, G.A. Hanweck, and D.B. Humphrey Competitive viability in banking: Scale, scope, and product mix economics Journal of Monetary Economics 20 1987 501 520
9. F.E. Boran, S. Genç, M. Kurt, and D. Akay A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method Expert Systems with Applications 36 2009 11363 11368
10. J.Y. Chai, and J.N.K. Liu A new believable rough set approach for supplier selection Expert Systems with Applications 41 1 2014 92 104
11. J.Y. Chai, J.N.K. Liu, and E.W.T. Ngai Application of decision-making techniques in supplier selection: A systematic review of literature Expert Systems with Applications 40 10 2013 3872 3885
12. J.Y. Chai, J.N.K. Liu, and Z.S. Xu A new rule-based SIR approach to supplier selection under intuitionistic fuzzy environments International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 20 3 2012 451 471
13. J.Y. Chai, J.N.K. Liu, and Z.S. Xu A rule-based group decision model for warehouse evaluation under interval valued intuitionistic fuzzy environments Expert Systems with Applications 40 6 2013 1959 1970
14. J.Y. Chai, and E.W.T. Ngai Dynamic tolerant skyline operation for decision making Expert Systems with Applications 41 15 2014 6890 6903
15. A. Charnes, W.W. Cooper, and E. Rhodes Measuring the efficiency of decision making units European Journal of Operational Research 2 1978 429 444
16. T.-Y. Chen Bivariate models of optimism and pessimism in multi-criteria decision-making based on intuitionistic fuzzy sets Information Sciences 181 2011 2139 2165
17. W.W. Cooper, L.M. Seiford, and K. Tone Data envelopment analysis: A comprehensive text with models, applications, references and DEA-solver software 2nd ed. 2007 Springer New York
18. A. Das, and S. Ghosh Financial deregulation and efficiency: An empirical analysis of Indian banks during the post reform period Review of Financial Economics 15 2006 193 221
19. T. Entani, Y. Maeda, and H. Tanaka Dual models of interval DEA and its extension to interval data European Journal of Operational Research 136 2002 32 45
20. N. Gandotra, R.K. Bajaj, and N. Gupta Sorting of decision making units in data envelopment analysis with intuitionistic fuzzy weighted entropy D.C. Wyld, J. Zizka, D. Nagamalai, Advances in computer science engineering & applications Vol. 166 2012 Springer-Verlag Berlin Heidelberg 567 576
21. Grzegorzewski, P. (2003). Distances and orderings in a family of intuitionistic fuzzy numbers. In Proceedings of the EUSFLAT conference (pp. 223-227).
22. D. Hancock Bank profitability, interest rates and monetary policy Journal of Money, Credit and Banking 17 1985 189 202
23. A. Hatami-Marbini, A. Emrouznejad, and M. Tavana A taxonomy and review of the fuzzy data envelopment analysis literature: Two decades in the making European Journal of Operational Research 214 2011 457 472
24. A. Hatami-Marbini, S. Saati, and A. Makui An application of fuzzy numbers ranking in performance analysis Journal of Applied Sciences 9 9 2009 1770 1775
25. D.B. Humphrey Costs and scale economies in bank intermediation R.C. Aspinwall, R.A. Eisenbeis, Handbook for banking strategy 1985 John Wiley and Sons New York 745 783
26. C. Kao, and S.T. Liu Fuzzy efficiency measures in data envelopment analysis Fuzzy Sets and Systems 113 2000 427 437
27. E.J. Leightner, and C.A.K. Lovell The impact of financial liberalization on the performance of Thai banks Journal of Economics and Business 50 1998 115 132
28. S. Lertworasirikul, S.C. Fang, J.A. Joines, and H.L.W. Nuttle Fuzzy data envelopment analysis: A possibility approach Fuzzy Sets and Systems 139 2 2003 379 394
29. G.S. Mahapatra, and T.K. Roy Reliability evaluation using triangular intuitionistic fuzzy number International Journal of Mathematical and Statistical Sciences 1 1 2009 31 38
30. H. Morita, and N.K. Avkiran Selecting inputs and outputs in data envelopment analysis by designing statistical experiments Journal of the Operational Research Society of Japan 52 2 2009 163 173
31. A. Nagoorgani, and K. Ponnalagu A new approach on solving intuitionistic fuzzy linear programming problem Applied Mathematical Sciences 6 70 2012 3467 3474
32. J. Puri, and S.P. Yadav A concept of fuzzy input mix-efficiency in fuzzy DEA and its application in banking sector Expert Systems with Applications 40 2013 1437 1450
33. J. Puri, and S.P. Yadav A fuzzy DEA model with undesirable fuzzy outputs and its application to the banking sector in India Expert Systems with Applications 41 2014 6419 6432
34. S.H. Razavi Hajiagha, H. Akrami, E.K. Zavadskas, and S.S. Hashemi An intuitionistic fuzzy data envelopment analysis for efficiency evaluation under uncertainty: Case of a finance and credit institution E a M: Ekonomie a Management 161 2013 128 137
35. B.D. Rouyendegh The DEA and intuitionistic fuzzy TOPSIS approach to departments' performances: A pilot study Journal of Applied Mathematics 2011 1 16 10.1155/2011/712194
36. S. Saati, A. Memariani, and G.R. Jahanshahloo Efficiency analysis and ranking of DMUs with fuzzy data Fuzzy Optimization and Decision Making 1 2002 255 267
37. C.W. Sealy, and J. Lindley Inputs, outputs and a theory of production and cost at depository financial institutions Journal of Finance 32 1977 1252 1266
38. J.K. Sengupta A fuzzy systems approach in data envelopment analysis Computers & Mathematics with Applications 24 8-9 1992 259 266
39. Y.M. Wang, and K.S. Chin Fuzzy data envelopment analysis: A fuzzy expected value approach Expert Systems with Applications 38 2011 11678 11685
40. Y.M. Wang, K.S. Chin, and J.B. Yang Measuring the performance of decision-making units using geometric average efficiency Journal of the Operational Research Society 58 2007 929 937
41. Y.M. Wang, Y. Luo, and L. Liang Fuzzy data envelopment analysis based upon fuzzy arithmetic with an application to performance assessment of manufacturing enterprises Expert Systems with Applications 36 3 2009 5205 5211
42. M. Wen, and H. Li Fuzzy data envelopment analysis (DEA): Model and ranking method Journal of Computational and Applied Mathematics 223 2009 872 878
43. J. Ye Expected value method for intuitionistic trapezoidal fuzzy multicriteria decision-making problems Expert Systems with Applications 38 9 2011 11730 11734
44. L.A. Zadeh Fuzzy sets Information Control 8 1965 338 353
45. D. Zhang, J. Zhang, K.K. Lai, and Y. Lu A novel approach to supplier selection based on vague sets group decision Expert Systems with Applications 36 2009 9557 9563
46. H.J. Zimmermann Fuzzy set theory and its applications 4th ed. 1996 Kluwer Boston