A novel soft rough fuzzy set: Z-soft rough fuzzy ideals of hemirings and corresponding decision making

This paper introduces the notion of Z-soft rough fuzzy sets of hemirings, which is an extended notion of soft rough sets and rough fuzzy sets. It is pointed out that this novel concept removes the limiting condition that full soft sets require in Feng-soft rough fuzzy sets and Meng-soft rough fuzzy sets. We study roughness in hemirings with respect to a ZS-approximation space. Some new soft rough fuzzy operations over hemirings are explored. In particular, Z-lower and Z-upper soft rough fuzzy ideals (k-ideals, h-ideals, strong h-ideals) are investigated. Finally, we put forth an approach for decision making problem based on Z-soft rough fuzzy sets and give an example. Corresponding decision making methods based on Z-soft rough fuzzy sets are analysed.

[1]  Bingzhen Sun,et al.  Soft fuzzy rough sets and its application in decision making , 2011, Artificial Intelligence Review.

[2]  Jianming Zhan,et al.  A novel soft rough set: Soft rough hemirings and corresponding multicriteria group decision making , 2017, Appl. Soft Comput..

[3]  Naim Çagman,et al.  Soft set theory and uni-int decision making , 2010, Eur. J. Oper. Res..

[4]  Jianming Zhan,et al.  A new rough set theory: rough soft hemirings , 2015, J. Intell. Fuzzy Syst..

[5]  Zhaowen Li,et al.  The relationship among soft sets, soft rough sets and topologies , 2013, Soft Computing.

[6]  Guoqiu Wen,et al.  Soft coverings and their parameter reductions , 2015, Appl. Soft Comput..

[7]  Naim Çag ˘ man,et al.  Soft set theory and uni-int decision making , 2010 .

[8]  Wieslaw A. Dudek,et al.  (alpha, Beta)-fuzzy Ideals of Hemirings , 2009, Comput. Math. Appl..

[9]  Xiangzhi Kong,et al.  A commentary on "A novel soft rough set: Soft rough hemirings and corresponding multicriteria group decision making" , 2017, Appl. Soft Comput..

[10]  Yiyu Yao,et al.  Three-way decisions with probabilistic rough sets , 2010, Inf. Sci..

[11]  Jianming Zhan,et al.  Fuzzy h-ideals of hemirings , 2007, Inf. Sci..

[12]  Jianming Zhan,et al.  Applications of Falling Fuzzy h-bi-(h-quasi-)ideals to Hemirings Based on Probability Spaces , 2015, J. Multiple Valued Log. Soft Comput..

[13]  Liqun Gao,et al.  Letter to the editor: Comment on A fuzzy soft set theoretic approach to decision making problems , 2009 .

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

[15]  William Zhu,et al.  Relationship among basic concepts in covering-based rough sets , 2009, Inf. Sci..

[16]  Eric C. C. Tsang,et al.  The parameterization reduction of soft sets and its applications , 2005 .

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

[18]  Jerzy W. Grzymala-Busse,et al.  Rough Sets , 1995, Commun. ACM.

[19]  Dan Meng,et al.  Soft rough fuzzy sets and soft fuzzy rough sets , 2011, Comput. Math. Appl..

[20]  Yiyu Yao,et al.  Quantitative rough sets based on subsethood measures , 2014, Inf. Sci..

[21]  Jianming Zhan,et al.  Applications of Soft Union Sets in $$h$$h-Hemiregular and $$h$$h-$$Intra$$Intra-hemiregular Hemirings , 2015 .

[22]  Jianming Zhan,et al.  Applications of a new soft set to h-hemiregular hemirings via (M, N)-SI-h-ideals , 2014, J. Intell. Fuzzy Syst..

[23]  Bingzhen Sun,et al.  Fuzzy rough set model on two different universes and its application , 2011 .

[24]  Zhoujun Li,et al.  A novel variable precision (θ, σ)-fuzzy rough set model based on fuzzy granules , 2014, Fuzzy Sets Syst..

[25]  Zhaowen Li,et al.  Roughness of fuzzy soft sets and related results , 2015, Int. J. Comput. Intell. Syst..

[26]  Feng Feng,et al.  Application of level soft sets in decision making based on interval-valued fuzzy soft sets , 2010, Comput. Math. Appl..

[27]  A. R. Roy,et al.  A fuzzy soft set theoretic approach to decision making problems , 2007 .

[28]  William Zhu,et al.  Rough matroids based on relations , 2013, Inf. Sci..

[29]  Degang Chen,et al.  Rough approximation of a fuzzy concept on a hybrid attribute information system and its uncertainty measure , 2014, Inf. Sci..

[30]  Guoqiu Wen,et al.  An approach to fuzzy soft sets in decision making based on grey relational analysis and Dempster-Shafer theory of evidence: An application in medical diagnosis , 2015, Artif. Intell. Medicine.

[31]  Jianhua Dai,et al.  On the union and intersection operations of rough sets based on various approximation spaces , 2015, Inf. Sci..

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

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

[34]  Qin Liu,et al.  An approach to decision making based on intuitionistic fuzzy rough sets over two universes , 2013, J. Oper. Res. Soc..

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

[36]  Jianming Zhan,et al.  Applications of Soft Intersection Set Theory to h-hemiregular and h-semisimple Hemirings , 2015, J. Multiple Valued Log. Soft Comput..

[37]  Zhi Kong,et al.  An efficient decision making approach in incomplete soft set , 2014 .

[38]  Muhammad Irfan Ali,et al.  A note on soft sets, rough soft sets and fuzzy soft sets , 2011, Appl. Soft Comput..

[39]  Young Bae Jun,et al.  Soft sets and soft rough sets , 2011, Inf. Sci..

[40]  A. R. Roy,et al.  An application of soft sets in a decision making problem , 2002 .

[41]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

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