ON THE CONVERGENCE PROPERTIES OF A SMOOTHING APPROACH FOR MATHEMATICAL PROGRAMS WITH SYMMETRIC CONE COMPLEMENTARITY CONSTRAINTS
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Indexed by:期刊论文
First Author:Zhang, Yi
Correspondence Author:Zhang, Y (reprint author), East China Univ Sci & Technol, Sch Sci, Shanghai 200237, Peoples R China.
Co-author:Zhang, Liwei,Wu, Jia
Journal:JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION
Included Journals:SCIE
Volume:14
Issue:3
Page Number:981-1005
ISSN No.:1547-5816
Key Words:Mathematical program with symmetric cone complementarity constraints;
C-stationary point; parametric smoothing approach; rate of convergence
Abstract:This paper focuses on a class of mathematical programs with symmetric cone complementarity constraints (SCMPCC). The explicit expression of C-stationary condition and SCMPCC-linear independence constraint qualification (denoted by SCMPCC-LICQ) for SCMPCC are first presented. We analyze a parametric smoothing approach for solving this program in which SCMPCC is replaced by a smoothing problem P-epsilon depending on a (small) parameter epsilon. We are interested in the convergence behavior of the feasible set, stationary points, solution mapping and optimal value function of problem P-epsilon when epsilon -> 0 under SCMPCC-LICQ. In particular, it is shown that the convergence rate of Hausdorff distance between feasible sets F-epsilon and F is of order O(vertical bar epsilon vertical bar) and the solution mapping and optimal value of P-epsilon are outer semi-continuous and locally Lipschitz continuous at epsilon = 0 respectively. Moreover, any accumulation point of stationary points of P-epsilon is a C-stationary point of SCMPCC under SCMPCC-LICQ.
Date of Publication:2018-07-01
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