Possibility multi-fuzzy soft set and its application in decision making

The soft set theory, proposed by Molodtsov, can be used as a general mathematical tool for dealing with uncertainty. By introducing a generalization parameter which itself is multi-fuzzy, we define the concept of possibility multi-fuzzy soft sets. Some operations on a possibility multi-fuzzy soft set are investigated, such as complement operation, union and intersection operations, “AND” and “OR” operations. Then similarity measure between two possibility multi-fuzzy soft sets is discussed, and its application to medical diagnosis has been shown. Finally, a practical example is provided to illustrate the validity of possibility multi-fuzzy soft sets in decision making problem.

[1]  Naim Çagman,et al.  Soft sets and soft groups , 2007, Inf. Sci..

[2]  Muhammad Irfan Ali,et al.  Another approach to soft rough sets , 2013, Knowl. Based Syst..

[3]  Pabitra Kumar Maji,et al.  FUZZY SOFT SETS , 2001 .

[4]  Congcong Meng,et al.  The multi-fuzzy soft set and its application in decision making , 2013 .

[5]  D. Molodtsov Soft set theory—First results , 1999 .

[6]  Young Bae Jun,et al.  Applications of soft sets in ideal theory of BCK/BCI-algebras , 2008, Inf. Sci..

[7]  Nasruddin Hassan,et al.  Possibility Fuzzy Soft Set , 2011, Adv. Decis. Sci..

[8]  Bijan Davvaz,et al.  Soft sets combined with fuzzy sets and rough sets: a tentative approach , 2010, Soft Comput..

[9]  Young Bae Jun,et al.  Soft BCK/BCI-algebras , 2008, Comput. Math. Appl..

[10]  Etienne E. Kerre,et al.  On the relationship between some extensions of fuzzy set theory , 2003, Fuzzy Sets Syst..

[11]  Xiaoyan Liu,et al.  On some new operations in soft set theory , 2009, Comput. Math. Appl..

[12]  Jin-Han Park,et al.  Some properties of equivalence soft set relations , 2012, Comput. Math. Appl..

[13]  Tsau Young Lin,et al.  Combination of interval-valued fuzzy set and soft set , 2009, Comput. Math. Appl..

[14]  Etienne E. Kerre,et al.  Implicators based on binary aggregation operators in interval-valued fuzzy set theory , 2005, Fuzzy Sets Syst..

[15]  Keyun Qin,et al.  On soft equality , 2010, J. Comput. Appl. Math..

[16]  T. V. Ramakrishnan,et al.  Multi-fuzzy sets: An extension of fuzzy sets , 2011 .

[17]  M. Gorzałczany A method for inference in approximate reasoning based on interval-valued fuzzy sets , 1987 .

[18]  Pinaki Majumdar,et al.  Generalised fuzzy soft sets , 2010, Comput. Math. Appl..

[19]  A. R. Roy,et al.  Soft set theory , 2003 .