Convex vector functions and their subdifferential

Authors: Đinh Thế Lục, Nguyễn Xuân Tấn, Phan Nhật Tĩnh,

---

Publisher, magazine: ,

Publication year: 1998

  Lưu        Trích dẫn         Chia sẻ

Abstract

The continuity of a convex vector function on relative interior points of its domain is studied. As a corollary of this we can see that a convex vector function is Lipschitz near any relative interior point of its domain. A new concept of subdifferential of a convex function is introduced and some its properties similar to those in the scalar case are shown. The inclusive relations between generalized Jacobian and subdifferential, the convexcity of a vector function and the monotonicity of its subdifferential are also established. Further, some neccessary and sufficient conditions for the existence of efficient solutions of vector optimization problems are also proved.

Tags: Convex vector function, subdifferential, Lipschitz function, monotone function vector optimization problem.