Fuzzy Optimality Conditions for Fractional Multiobjective Bilevel Problems Under Fractional Constraints
M. Bazine, Azelarabe Lahkim Bennani, Nazih Abderrazzak Gadhi · Numerical Functional Analysis and Optimization · 2011
In this article, we are concerned with fractional multiobjective optimization problems. In order to derive optimality conditions, we consider a new single level problem [12 J.J. Ye ( 2006 ). Constraint qualification and KKT conditions for bilevel programming problems . Mathematics of Operations Research 31 : 811 – 824 .[Crossref], [Web of Science ®] , [Google Scholar]], which is locally equivalent to the bilevel fractional multiobjective problem (P) at the optimal solution. Our approach consists of using another approach initiated by Mordukhovich [7 B.S. Mordukhovich ( 1976 ). Maximum principle in problems of time optimal control with nonsmooth constraints . J. Appl. Math. Mech. 40 : 960 – 969 .[Crossref], [Web of Science ®] , [Google Scholar], 8 B.S. Mordukhovich ( 1980 ). Metric approximations and necessary optimality conditions for general classes of nonsmooth extremal problems . Soviet. Math. Dokl. 22 : 526 – 530 . [Google Scholar]], which does not involve any convex approximations and convex separation arguments, called the extremal principle [5 B.S. Mordukhovich ( 2006 ). Variational Analysis and Generalized Differentiation, I: Basic Theory . Grundlehren Series (Fundamental Principles of Mathematical Sciences) , Vol. 330 , Springer , Berlin . [Google Scholar], 6 B.S. Mordukhovich ( 2006 ). Variational Analysis and Generalized Differentiation, II: Applications , Grundlehren Series (Fundamental Principles of Mathematical Sciences) , Vol. 331 , Springer , Berlin . [Google Scholar], 9 B.S. Mordukhovich ( 1994 ). Generalized differential calculus for nonsmooth and set-valued mappings . J. Math. Anal. Appl. 183 : 250 – 288 .[Crossref], [Web of Science ®] , [Google Scholar]], for the study of necessary optimality conditions in fractional vector optimization.