Generalized Rough Sets pp 131-149 | Cite as
Soft Interval-Valued Intuitionistic Fuzzy Rough Sets
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Abstract
The vagueness or the representation of imperfect knowledge has been a problem for a long time for the mathematicians. There are many mathematical tools for dealing with uncertainties; some of them are fuzzy set theory, rough set theory, and soft set theory. In this chapter, the concept of soft interval-valued intuitionistic fuzzy rough sets is introduced. Also some properties based on soft interval-valued intuitionistic fuzzy rough sets are presented. Also a soft interval-valued intuitionistic fuzzy rough set-based multi-criteria group decision-making scheme is presented. The proposed scheme is illustrated by an example regarding the car selection problem.
Keywords
Soft set Rough set Soft rough set Soft fuzzy rough set Soft interval-valued intuitionistic fuzzy rough set Decision-makingReferences
- 1.Aktas, H., Cagman, N.: Soft sets and soft groups. Inf. Sci. 177(13), 2726–2735 (2007)CrossRefMATHMathSciNetGoogle Scholar
- 2.Ali, M.I., Feng, F., Liu, X., Min, W.K., Shabir, M.: On some new operations in soft set theory. Comput. Math. Appl. 57, 1547–1553 (2009)CrossRefMATHMathSciNetGoogle Scholar
- 3.Atanassov, K.: Intuitionistic fuzzy sets. Fuzzy Sets Syst. 20, 87–96 (1986)CrossRefMATHMathSciNetGoogle Scholar
- 4.Atanassov, K., Gargov, G.: Interval valued intuitionistic fuzzy sets. Fuzzy Sets Syst. 31, 343–349 (1989)CrossRefMATHMathSciNetGoogle Scholar
- 5.Chen, D., Tsang, E.C.C., Yeung, D.S., Wang, X.: The parameterization reduction of soft Sets and its applications. Comput. Math. Appl. 49, 757–763 (2005)CrossRefMATHMathSciNetGoogle Scholar
- 6.Dubois, D., Prade, H.: Rough fuzzy sets and fuzzy rough sets. Int. J. Gen Syst. 17, 191–209 (1990)CrossRefMATHGoogle Scholar
- 7.Feng, F., Jun, Y.B., Zhao, X.: Soft semi rings. Comput. Math. Appl. 56, 2621–2628 (2008)CrossRefMATHMathSciNetGoogle Scholar
- 8.Feng, F., Jun, Y.B., Liu, X., Li, L.: An adjustable approach to fuzzy soft set based decision making. J. Comput. Appl. Math. 234, 10–20 (2010)CrossRefMATHMathSciNetGoogle Scholar
- 9.Feng, F., Li, C.X., Davvaz, B., Ali, M.I.: Soft sets combined with fuzzy sets and rough sets: a tentative approach. Soft. Comput. 14, 899–911 (2010)CrossRefMATHGoogle Scholar
- 10.Feng, F.: Soft rough sets applied to multi criteria group decision making. Ann. Fuzzy Math. Inf. 2, 69–80 (2011)MATHGoogle Scholar
- 11.Jiang, Y., Tang, Y, Chen, Q.,Liu, H.,Tang, J.: Interval valued intuitionistic fuzzy soft sets and their properties. Comput. Math. Appl. 60, 906–918 (2010)Google Scholar
- 12.Jun, Y.B.: Soft BCK/BCI-algebras. Comput. Math. Appl. 56, 1408–1413 (2008)CrossRefMATHMathSciNetGoogle Scholar
- 13.Kong, Z., Gao, L., Wang, L., Li, S.: The normal parameter reduction of soft sets and its algorithm. Comput. Math. Appl. 56, 3029–3037 (2008)CrossRefMATHMathSciNetGoogle Scholar
- 14.Maji, P.K., Biswas, R., Roy, A.R.: Soft set theory. Comput. Math. Appl. 45, 555–562 (2003)CrossRefMATHMathSciNetGoogle Scholar
- 15.Maji, P.K., Biswas, R., Roy, A.R.: Fuzzy soft sets. J. Fuzzy Math. 9, 589–602 (2001)MATHMathSciNetGoogle Scholar
- 16.Maji, P.K., Biswas, R., Roy, A.R.: Intuitionistic fuzzy soft sets. J. Fuzzy Math. 12, 677–692 (2004)MathSciNetGoogle Scholar
- 17.Meng, D., Zhang, X., Qin, K.: Soft rough fuzzy sets and soft fuzzy rough sets. Comput. Math. Appl. 62, 4635–4645 (2011)CrossRefMATHMathSciNetGoogle Scholar
- 18.Molodtsov, D.: Soft set theory-first results. Comput. Math. Appl. 37, 19–31 (1999)CrossRefMATHMathSciNetGoogle Scholar
- 19.Pawlak, Z.: Rough sets. Int. J. Comput. Inf. Sci. 11, 341–356 (1982)CrossRefMATHMathSciNetGoogle Scholar
- 20.Roy, A.R., Maji, P.K.: A fuzzy soft set theoretic approach to decision making problems. J. Comput. Appl. Math. 203, 412–418 (2007)CrossRefMATHGoogle Scholar
- 21.Sun, Q.M., Zhang, Z. L., Liu, J.: Soft sets and soft modules. In: Wang, G., Li, T., Grzymala-Busse, J.W., Miao, D., Skowron, A., Yao Y., (eds.) Proceedings of the Third International Conference on Rough Sets and Knowledge Technology, RSKT 2008. Lecture notes in Computer Science, vol. 5009, pp. 403–409. Springer, Berlin (2008)Google Scholar
- 22.Xiao, Z., Gong, K., Zou, Y.: A combined forecasting approach based on fuzzy soft sets. J. Comput. Appl. Math. 228, 326–333 (2009)CrossRefMATHMathSciNetGoogle Scholar
- 23.Yang, X.B., Lin, T.Y., Yang, J.Y., Li, Y., Yu, D.J.: Combination of interval valued fuzzy set and soft set. Comput. Math. Appl. 58, 521–527 (2009)CrossRefMATHMathSciNetGoogle Scholar
- 24.Yang, X.B., Yu, D.J., Yang, J.Y., Wu, C.: Generalization of soft set theory: from crisp to fuzzy case. In: Cao B.Y. (ed.) Proceeding of the Second International Conference on Fuzzy Information and Engineering. Advances on Soft Computing, vol. 40, pp. 345–354. Springer, Berlin (2007)Google Scholar
- 25.Yao, Y.Y.: A comparative study of fuzzy sets and rough sets. Inf. Sci. 109, 227–242 (1998)CrossRefMATHGoogle Scholar
- 26.Zadeh, L.A.: Fuzzy sets. Inf. Control 8, 338–353 (1965)CrossRefMATHMathSciNetGoogle Scholar
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