SUPERLINEAR PRIMAL-DUAL AFFINE SCALING ALGORITHMS FOR LCP

被引:13
作者
MONTEIRO, RDC
WRIGHT, SJ
机构
[1] ARGONNE NATL LAB,DIV MATH & COMP SCI,ARGONNE,IL 60439
[2] GEORGIA INST TECHNOL,SCH IND & SYST ENGN,ATLANTA,GA 30332
基金
美国国家科学基金会;
关键词
INTERIOR-POINT METHODS; PRIMAL-DUAL AFFINE SCALING; LINEAR PROGRAMMING; LINEAR COMPLEMENTARITY;
D O I
10.1007/BF01585562
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We describe an interior-point algorithm for monotone linear complementarity problems in which primal-dual affine scaling is used to generate the search directions. The algorithm is shown to have global and superlinear convergence with Q-order up to (but not including) two. The technique is shown to be consistent with a potential-reduction algorithm, yielding the first potential-reduction algorithm that is both globally and superlinearly convergent.
引用
收藏
页码:311 / 333
页数:23
相关论文
共 23 条
[1]  
JI J, 1991, TR9123 RIC U DEP MAT
[2]  
JI J, 1991, PREDICTION CORRECTOR
[3]   HOMOTOPY CONTINUATION METHODS FOR NONLINEAR COMPLEMENTARITY-PROBLEMS [J].
KOJIMA, M ;
MEGIDDO, N ;
NOMA, T .
MATHEMATICS OF OPERATIONS RESEARCH, 1991, 16 (04) :754-774
[4]   A POLYNOMIAL-TIME ALGORITHM FOR A CLASS OF LINEAR COMPLEMENTARITY-PROBLEMS [J].
KOJIMA, M ;
MIZUNO, S ;
YOSHISE, A .
MATHEMATICAL PROGRAMMING, 1989, 44 (01) :1-26
[5]  
KOJIMA M, 1991, LECTURE NOTES COMPUT, V538
[6]   LARGE-STEP INTERIOR POINT ALGORITHMS FOR LINEAR COMPLEMENTARITY PROBLEMS [J].
Kojima, Masakazu ;
Kurita, Yoshifumi ;
Mizuno, Shinji .
SIAM JOURNAL ON OPTIMIZATION, 1993, 3 (02) :398-412
[8]   QUADRATIC CONVERGENCE IN A PRIMAL-DUAL METHOD [J].
MEHROTRA, S .
MATHEMATICS OF OPERATIONS RESEARCH, 1993, 18 (03) :741-751
[9]   A PRIMAL DUAL AFFINE-SCALING POTENTIAL-REDUCTION ALGORITHM FOR LINEAR-PROGRAMMING [J].
MIZUNO, S ;
NAGASAWA, A .
MATHEMATICAL PROGRAMMING, 1993, 62 (01) :119-131
[10]  
MIZUNO S, 1993, MATH OPER RES, V18, P945