Complex neutrosophic set

Complex fuzzy sets and complex intuitionistic fuzzy sets cannot handle imprecise, indeterminate, inconsistent, and incomplete information of periodic nature. To overcome this difficulty, we introduce complex neutrosophic set. A complex neutrosophic set is a neutrosophic set whose complex-valued truth membership function, complex-valued indeterminacy membership function, and complex-valued falsehood membership functions are the combination of real-valued truth amplitude term in association with phase term, real-valued indeterminate amplitude term with phase term, and real-valued false amplitude term with phase term, respectively. Complex neutrosophic set is an extension of the neutrosophic set. Further set theoretic operations such as complement, union, intersection, complex neutrosophic product, Cartesian product, distance measure, and δ-equalities of complex neutrosophic sets are studied here. A possible application of complex neutrosophic set is presented in this paper. Drawbacks and failure of the current methods are shown, and we also give a comparison of complex neutrosophic set to all such methods in this paper. We also showed in this paper the dominancy of complex neutrosophic set to all current methods through the graph.

[1]  A. A. Salama,et al.  Generalized Neutrosophic Set and Generalized Neutrosophic Topological Spaces , 2013 .

[2]  Zhang Guang-Quan,et al.  Fuzzy continuous function and its properties , 1991 .

[3]  J. Buckley,et al.  Fuzzy complex analysis I: differentiation , 1991 .

[4]  Abdul Razak Salleh,et al.  Complex intuitionistic fuzzy sets , 2012 .

[5]  Florentin Smarandache,et al.  Introduction to Develop Some Software Programs for Dealing with Neutrosophic Sets , 2014 .

[6]  Zun-Quan Xia,et al.  Multicriteria fuzzy decision-making methods based on intuitionistic fuzzy sets , 2007, J. Comput. Syst. Sci..

[7]  Florentin Smarandache,et al.  A unifying field in logics : neutrosophic logic : neutrosophy, neutrosophic set, neutrosophic probability , 2020 .

[8]  Francisco Gallego Lupiáñez,et al.  On neutrosophic topology , 2008, Kybernetes.

[9]  Krassimir T. Atanassov,et al.  Intuitionistic fuzzy sets , 1986 .

[10]  Jie Lu,et al.  A Method for Multiple Periodic Factor Prediction Problems Using Complex Fuzzy Sets , 2012, IEEE Transactions on Fuzzy Systems.

[11]  A. A. Salama,et al.  Correlation Coefficients of Neutrosophic Sets by Centroid Method , 2013 .

[12]  Rajshekhar Sunderraman,et al.  Single Valued Neutrosophic Sets , 2010 .

[13]  Jun Ye,et al.  Similarity measures between interval neutrosophic sets and their applications in multicriteria decision-making , 2014, J. Intell. Fuzzy Syst..

[14]  Jun Ye Single valued neutrosophic cross-entropy for multicriteria decision making problems , 2014 .

[15]  F. Smarandache A Unifying Field in Logics: Neutrosophic Logic. , 1999 .

[16]  Janusz Kacprzyk,et al.  Medical Diagnostic Reasoning Using a Similarity Measure for Intuitionistic Fuzzy Sets , 2004 .

[17]  Robert LIN,et al.  NOTE ON FUZZY SETS , 2014 .

[18]  Jun Ye Vector Similarity Measures of Simplified Neutrosophic Sets and Their Application in Multicriteria Decision Making , 2014 .

[19]  Kai-Yuan Cai,et al.  Operation Properties and δ-Equalities of Complex Fuzzy Sets , 2011 .

[20]  C. Pappis Value approximation of fuzzy systems variables , 1991 .

[21]  Zhang Guang-quan Fuzzy limit theory of fuzzy complex numbers , 1992 .

[22]  I. Turksen Interval valued fuzzy sets based on normal forms , 1986 .

[23]  Vladik Kreinovich,et al.  Complex fuzzy sets: towards new foundations , 2000, Ninth IEEE International Conference on Fuzzy Systems. FUZZ- IEEE 2000 (Cat. No.00CH37063).

[24]  A. A. Salama,et al.  Neutrosophic Set and Neutrosophic Topological Spaces , 2012 .

[25]  Yanqing Zhang,et al.  Interval Neutrosophic Sets and Logic: Theory and Applications in Computing , 2005, ArXiv.

[26]  D. Hong,et al.  A note on the value similarity of fuzzy systems variables , 1994 .

[27]  J. Mendel Fuzzy logic systems for engineering: a tutorial , 1995, Proc. IEEE.

[28]  Hans-Jürgen Zimmermann,et al.  Fuzzy Set Theory - and Its Applications , 1985 .

[29]  Jun Ye,et al.  Multicriteria decision-making method using the correlation coefficient under single-valued neutrosophic environment , 2013, Int. J. Gen. Syst..

[30]  Pinaki Majumdar,et al.  On similarity and entropy of neutrosophic sets , 2013, J. Intell. Fuzzy Syst..

[31]  J. Buckley Fuzzy complex analysis II: integration , 1992 .

[32]  F. Smarandache,et al.  Correlation Coefficient of Interval Neutrosophic Set , 2013 .

[33]  Abraham Kandel,et al.  Complex fuzzy sets , 2002, IEEE Trans. Fuzzy Syst..

[34]  Yanhui Guo,et al.  New neutrosophic approach to image segmentation , 2009, Pattern Recognit..

[35]  Tharam S. Dillon,et al.  Operation properties and delta-equalities of complex fuzzy sets , 2009, Int. J. Approx. Reason..

[36]  Scott Dick,et al.  ANCFIS: A Neurofuzzy Architecture Employing Complex Fuzzy Sets , 2011, IEEE Transactions on Fuzzy Systems.

[37]  Ming Zhang,et al.  A neutrosophic approach to image segmentation based on watershed method , 2010, Signal Process..

[38]  Kai-Yuan Cai,et al.  Robustness of fuzzy reasoning and δ-equalities of fuzzy sets , 2001, IEEE Trans. Fuzzy Syst..

[39]  Etienne E. Kerre,et al.  On the position of intuitionistic fuzzy set theory in the framework of theories modelling imprecision , 2007, Inf. Sci..

[40]  A. A. Salama,et al.  Correlation of Neutrosophic Data , 2012 .

[41]  J. Buckley Fuzzy complex numbers , 1989 .

[42]  Abraham Kandel,et al.  Complex fuzzy logic , 2003, IEEE Trans. Fuzzy Syst..

[43]  H. Zimmermann,et al.  Fuzzy Set Theory and Its Applications , 1993 .

[44]  Ioannis K. Vlachos,et al.  Intuitionistic fuzzy information - Applications to pattern recognition , 2007, Pattern Recognit. Lett..