Title :
Intuitionistic Fuzzy Interaction Bonferroni Means and Its Application to Multiple Attribute Decision Making
Author :
Yingdong He ; Zhen He ; Huayou Chen
Author_Institution :
Coll. of Manage. & Econ., Tianjin Univ., Tianjin, China
Abstract :
The Bonferroni mean (BM) was originally presented by Bonferroni and had been generalized by many researchers for its capacity to capture the interrelationship between input arguments. Nevertheless, the existing intuitionistic fuzzy BMs only consider the effects of membership function or nonmembership function of different intuitionistic fuzzy sets (IFSs). As complements to the existing generalizations of BM under intuitionistic fuzzy environment, this paper also considers the interactions between the membership function and nonmembership function of different IFSs and develops the intuitionistic fuzzy interaction BM and the weighted intuitionistic fuzzy interaction BM. We investigate the properties of these new extensions of BM and discuss their special cases. Furthermore, the detailed steps of multiple attribute decision making with the presented operators under intuitionistic fuzzy environment are investigated and an example is illustrated to show the validity and feasibility of the new approach.
Keywords :
decision making; fuzzy set theory; IFS; intuitionistic fuzzy BM; intuitionistic fuzzy environment; intuitionistic fuzzy interaction Bonferroni means; intuitionistic fuzzy set; multiple attribute decision making; nonmembership function; weighted intuitionistic fuzzy interaction BM; Complexity theory; Context; Cybernetics; Decision making; Educational institutions; Fuzzy sets; Bonferroni mean; intuitionistic fuzzy interaction Bonferroni mean; intuitionistic fuzzy sets; multiple attribute decision making;
Journal_Title :
Cybernetics, IEEE Transactions on
DOI :
10.1109/TCYB.2014.2320910