Some existing entropy measures are analyzed and compared for intuitionistic fuzzy sets. Then these entropy measures are classfied according to whether they measure both fuzziness and intuitionism or not. By some numerical examples, their advantages and shortcomings are compared. Based on the above, a new entropy measure is proposed. The results provide a theoretical basis for the choice of entropy measures in practical applications of intuitionistic fuzzy sets.
WEI Cuiping, LIANG Xia ,ZHANG Yuzhong.
A COMPARATIVE ANALYSIS AND IMPROVEMENT OF ENTROPY MEASURE FOR INTUITIONISTIC FUZZY SETS. Journal of Systems Science and Mathematical Sciences, 2012, 32(11): 1437-1448 https://doi.org/10.12341/jssms12001