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  • 张立卫 ( 教授 )

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First order necessary optimality conditions for mathematical programs with second-order cone complementarity constraints

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论文类型:期刊论文
第一作者:Zhang, Yi
通讯作者:Zhang, Y (reprint author), E China Univ Sci & Technol, Sch Sci, Dept Math, Shanghai 200237, Peoples R China.
合写作者:Wu, Jia,Zhang, Liwei
发表时间:2015-10-01
发表刊物:JOURNAL OF GLOBAL OPTIMIZATION
收录刊物:SCIE、EI、Scopus
卷号:63
期号:2
页面范围:253-279
ISSN号:0925-5001
关键字:Mathematical program with second-order cone complementarity constraints; Necessary optimality conditions; S-,M-,C-,A-stationary points; Constraint qualifications
摘要:This paper is to develop first order necessary optimality conditions for a mathematical program with second-order cone complementarity constraints (MPSCC) which includes the mathematical program with (vector) complementarity constraints (MPCC) as a special case. Like the case of MPCC, Robinson's constraint qualification fails at every feasible point of MPSCC if we treat the MPSCC as an ordinary optimization problem. Using the formulas of regular and limiting coderivatives and generalized Clarke's Jacobian of the projection operator onto second-order cones from the literature, we present the S-, M-, C- and A-stationary conditions for a MPSCC problem. Moreover, several constraint qualifications including MPSCC-Abadie CQ, MPSCC-LICQ, MPSCC-MFCQ and MPSCC-GMFCQ are proposed, under which a local minimizer of MPSCC is shown to be a S-, M-, C- or A-stationary point.

 

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