ON THE CONVERGENCE OF HAN METHOD FOR CONVEX-PROGRAMMING WITH QUADRATIC OBJECTIVE

被引:68
作者
IUSEM, AN [1 ]
DEPIERRO, AR [1 ]
机构
[1] UNIV CAMPINAS,INST MATEMAT ESTATIST & CIENCIA COMP,BR-13081 CAMPINAS,BRAZIL
关键词
MINIMIZATION; PARALLEL PROJECTIONS;
D O I
10.1007/BF01582891
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We present an iterative method for minimizing strictly convex quadratic functions over the intersection of a finite number of convex sets. The method consists in computing projections onto the individual sets simultaneously and the new iterate is a convex combination of those projections. We give convergence proofs even for the inconsistent case, i.e. when the intersection of the sets is empty.
引用
收藏
页码:265 / 284
页数:20
相关论文
共 16 条
[1]  
[Anonymous], 1959, P AM MATH SOC, DOI DOI 10.2307/2032864
[2]   A SIMULTANEOUS PROJECTIONS METHOD FOR LINEAR INEQUALITIES [J].
DEPIERRO, AR ;
IUSEM, AN .
LINEAR ALGEBRA AND ITS APPLICATIONS, 1985, 64 (JAN) :243-253
[3]  
DEPIERRO AR, 1985, PESQUISA OPERACIONAL, V5, P1
[4]  
FLAM SD, IN PRESS RELAXED OUT
[5]  
Gabay D., 1983, AUGMENTED LAGRANGIAN, V15, P299, DOI DOI 10.1016/S0168-2024(08)70034-1
[6]  
Gubin LG., 1967, USSR COMP MATH MATH, V7, P1, DOI [10.1016/0041-5553(67)90113-9, DOI 10.1016/0041-5553(67)90113-9]
[7]   A PARALLEL ALGORITHM FOR A CLASS OF CONVEX-PROGRAMS [J].
HAN, SP ;
LOU, G .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1988, 26 (02) :345-355
[8]   A SUCCESSIVE PROJECTION METHOD [J].
HAN, SP .
MATHEMATICAL PROGRAMMING, 1988, 40 (01) :1-14
[9]  
Hildreth C., 1957, NAV RES LOG, V4, P79
[10]  
Iusem A.N., 1984, COMENTATIONES MATH U, V25, P667