Title of article :
Linear and conic scalarizations for obtaining properly efficient solutions in multiobjective optimization
Author/Authors :
Karimi, Masoud Department of Mathematics - Faculty of Science - Razi University, Kermanshah, Iran , Karimi, Balal Department of Mathematics - Karaj Branch - Islamic Azad University, Karaj, Iran
Abstract :
The existence of equivalent scalar problems for properly efficient point of a given multiobjective optimization problem over arbitrary cones is studied by so many authors. This paper emphasizes two scalarizations, i.e., linear scalarization and conic scalarization, and studies geometrical viewpoint on the relationship between proper efficiency and these scalarizations. We also show that conic scalarization is a generalization of linear scalarization based on augmented dual cone which provides a new type of trade-off for properly efficient solutions.
Keywords :
Multiobjective optimization , Proper efficiency , linear scalarization , conic scalarization
Journal title :
Mathematical Sciences