A New Approach to Solve Intuitionistic Fuzzy Optimization Problem Using Possibility, Necessity, and Credibility Measures

Corresponding to chance constraints, real-life possibility, necessity, and credibility measures on intuitionistic fuzzy set are defined. For the first time the mathematical and graphical representations of different types of measures in trapezoidal intuitionistic fuzzy environment are defined in this paper. We have developed intuitionistic fuzzy chance constraints model (CCM) based on possibility and necessity measures. We have also proposed a new method for solving an intuitionistic fuzzy CCM using chance operators. To validate the proposed method, we have discussed three different approaches to solve the intuitionistic fuzzy linear programming (IFLPP) using possibility, necessity and credibility measures. Numerical and graphical representations of optimal solutions of the given example at different possibility and necessity, levels have been discussed.

[1]  Manoranjan Maiti,et al.  Multi-objective solid transportation problem in imprecise environments , 2013, Journal of Transportation Security.

[2]  J. Buckley Possibility and necessity in optimization , 1988 .

[3]  Harish Garg,et al.  Intuitionistic fuzzy optimization technique for solving multi-objective reliability optimization problems in interval environment , 2014, Expert Syst. Appl..

[4]  P. Senthil Kumar,et al.  Algorithmic Approach for Solving Intuitionistic Fuzzy Transportation Problem , 2012 .

[5]  Jiuping Xu,et al.  Fuzzy-Like Multiple Objective Decision Making , 2011, Studies in Fuzziness and Soft Computing.

[6]  Barun Das,et al.  A two warehouse supply-chain model under possibility/ necessity/credibility measures , 2007, Math. Comput. Model..

[7]  Manoranjan Maiti,et al.  A single period inventory model with imperfect production and stochastic demand under chance and imprecise constraints , 2008, Eur. J. Oper. Res..

[8]  Jun Ye,et al.  Expected value method for intuitionistic trapezoidal fuzzy multicriteria decision-making problems , 2011, Expert Syst. Appl..

[9]  K. Maity,et al.  Possibility and necessity representations of fuzzy inequality and its application to two warehouse production-inventory problem , 2011 .

[10]  Samarjit Kar,et al.  Fuzzy production inventory model for deteriorating items with shortages under the effect of time dependent learning and forgetting: a possibility / necessity approach , 2013 .

[11]  Shib Sankar Sana,et al.  A multi-periods production-inventory model with capacity constraints for multi-manufacturers - A global optimality in intuitionistic fuzzy environment , 2014, Appl. Math. Comput..

[12]  Masatoshi Sakawa,et al.  Fuzzy random bilevel linear programming through expectation optimization using possibility and necessity , 2012, Int. J. Mach. Learn. Cybern..

[13]  Jaroslav Ramík,et al.  Duality in fuzzy linear programming with possibility and necessity relations , 2006, Fuzzy Sets Syst..

[14]  Mojgan Esmailzadeh,et al.  New distance between triangular intuitionistic fuzzy numbers , 2013 .

[15]  Aparna Mehra,et al.  Linear programming with Triangular Intuitionistic Fuzzy Number , 2011, EUSFLAT Conf..

[16]  J. Craggs Applied Mathematical Sciences , 1973 .

[17]  Jiuying Dong,et al.  A possibility degree method for interval-valued intuitionistic fuzzy multi-attribute group decision making , 2014, J. Comput. Syst. Sci..

[18]  Plamen P. Angelov,et al.  Optimization in an intuitionistic fuzzy environment , 1997, Fuzzy Sets Syst..

[19]  Yujia Liu,et al.  An approach for multiple attribute group decision making problems with interval-valued intuitionistic trapezoidal fuzzy numbers , 2013, Comput. Ind. Eng..

[20]  Sutapa Pramanik,et al.  A multi objective solid transportation problem in fuzzy, bi-fuzzy environment via genetic algorithm , 2014, Int. J. Adv. Oper. Manag..

[21]  Maged George Iskander,et al.  A suggested approach for possibility and necessity dominance indices in stochastic fuzzy linear programming , 2005, Appl. Math. Lett..

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

[23]  Hsien-Chung Wu,et al.  Fuzzy optimization problemsbased on the embedding theorem and possibility and necessity measures , 2004, Math. Comput. Model..

[24]  K. Prabakaran,et al.  A NEW APPROACH ON SOLVING INTUITIONISTIC FUZZY LINEAR PROGRAMMING PROBLEM , 2015 .

[25]  Weldon A. Lodwick,et al.  The construction of consistent possibility and necessity measures , 2002, Fuzzy Sets Syst..

[26]  R. Parvathi,et al.  Intuitionistic Fuzzy Simplex Method , 2012 .

[27]  Vinod Mishra,et al.  Optimization of Process Parameters to Achieve Nano Level Surface Quality on Polycarbonate , 2012 .

[28]  Manoranjan Maiti,et al.  Production , Manufacturing and Logistics Possibility and necessity constraints and their defuzzification — A multi-item production-inventory scenario via optimal control theory , 2006 .