Journal of the Operations Research Society of China ›› 2018, Vol. 6 ›› Issue (2): 267-288.doi: 10.1007/s40305-018-0201-y

Special Issue: Continuous Optimization

• Continuous Optimization • Previous Articles     Next Articles

Second-Order Optimality Conditions for Multiobjective Optimization Whose Order Induced by Second-Order Cone

Li-Wei Zhang1 · Ji-Hong Zhang1 · Yu-Le Zhang1   

  1. School of Mathematical Sciences, Dalian University of Technology, Dalian 116024, Liaoning,China
  • Online:2018-06-30 Published:2018-06-30
  • Supported by:

    This work was supported by the National Natural Science Foundation of China (Nos. 11571059,11731013 and 91330206).

Abstract:

This paper is devoted to developing first-order necessary, second-order necessary, and second-order sufficient optimality conditions for a multiobjective optimization problem whose order is induced by a finite product of second-order cones (here named as Q-multiobjective optimization problem). For an abstract-constrained Q-multiobjective optimization problem, we derive two basic necessary optimality theorems for weak efficient solutions and a second-order sufficient optimality theorem for efficient solutions. For Q-multiobjective optimization problem with explicit constraints, we demonstrate first-order and second-order necessary optimality conditions under Robinson constraint qualification as well as second-order sufficient optimality conditions under upper second-order regularity for the explicit constraints. As applications, we obtain optimality conditions for polyhedral conic, second-order conic, and semi-definite conic Q-multiobjective optimization problems.

Key words: Second-order cone-induced multiobjective optimization ·, Optimality conditions ·, Polyhedral cone ·, Second-order cone ·, Semi-definite cone