RELAXED OUTER PROJECTIONS, WEIGHTED AVERAGES AND CONVEX FEASIBILITY

被引:54
作者
FLAM, SD
ZOWE, J
机构
[1] UNIV BERGEN,DEPT ECON,N-5008 BERGEN,NORWAY
[2] UNIV BAYREUTH,DEPT MATH,W-8580 BAYREUTH,GERMANY
来源
BIT | 1990年 / 30卷 / 02期
关键词
Block-iterations; Convex Feasibility Problem; F.2.2; I.3.5; Outer Projections; Relaxations; Row-action Methods;
D O I
10.1007/BF02017349
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
A new algorithmic scheme is proposed for finding a common point of finitely many closed convex sets. The scheme uses weighted averages (convex combinations) of relaxed projections onto approximating halfspaces. By varying the weights we generalize Cimmino's and Auslender's methods as well as more recent versions developed by Iusem & De Pierro and Aharoni & Censor. Our approach offers great computational flexibility and encompasses a wide variety of known algorithms as special instances. Also, since it is "block-iterative", it lends itself to parallel processing. © 1990 BIT Foundations.
引用
收藏
页码:289 / 300
页数:12
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