ERROR-BOUNDS FOR ANALYTIC SYSTEMS AND THEIR APPLICATIONS

被引:84
作者
LUO, ZQ [1 ]
PANG, JS [1 ]
机构
[1] JOHNS HOPKINS UNIV,DEPT MATH SCI,BALTIMORE,MD 21218
关键词
ERROR BOUND; ANALYTIC SYSTEMS; KARUSH-KUHN-TUCKER CONDITIONS; AFFINE VARIATIONAL INEQUALITY; COMPLEMENTARITY PROBLEM; INTEGER FEASIBILITY PROBLEM;
D O I
10.1007/BF01582210
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Using a 1958 result of Lojasiewicz, we establish an error bound for analytic systems consisting of equalities and inequalities defined by real analytic functions. In particular, we show that over any bounded region, the distance from any vector x in the region to the solution set of an analytic system is bounded by a residual function, raised to a certain power, evaluated at x. For quadratic systems satisfying certain nonnegativity assumptions, we show that this exponent is equal to 1/2. We apply the error bounds to the Karush-Kuhn-Tucker system of a variational inequality, the affine variational inequality, the linear and nonlinear complementarity problem, and the 0-1 integer feasibility problem, and obtain new error bound results for these problems. The latter results extend previous work for polynomial systems and explain why a certain square-root term is needed in an error bound for the (monotone) linear complementarity problem.
引用
收藏
页码:1 / 28
页数:28
相关论文
共 39 条
[1]  
Aubin J.P., 1990, SET-VALUED ANAL, V2, DOI 10.1007/978-0-8176-4848-0
[2]   GLOBAL REGULARITY THEOREMS [J].
AUSLENDER, AA ;
CROUZEIX, JP .
MATHEMATICS OF OPERATIONS RESEARCH, 1988, 13 (02) :243-253
[3]   THE DISTANCE TO A POLYHEDRON [J].
BERGTHALLER, C ;
SINGER, I .
LINEAR ALGEBRA AND ITS APPLICATIONS, 1992, 169 :111-129
[4]   SENSITIVITY THEOREMS IN INTEGER LINEAR-PROGRAMMING [J].
COOK, W ;
GERARDS, AMH ;
SCHRIJVER, A ;
TARDOS, E .
MATHEMATICAL PROGRAMMING, 1986, 34 (03) :251-264
[5]  
Cottle, 1992, LINEAR COMPLEMENTARI
[6]  
FERRIS MC, 1991, 1056 U WISC COMP SCI
[7]  
GOWDA MS, IN PRESS SIAM J CONT
[8]  
GULER O, 1992, APPROXIMATIONS SOLUT
[9]   FINITE-DIMENSIONAL VARIATIONAL INEQUALITY AND NONLINEAR COMPLEMENTARITY-PROBLEMS - A SURVEY OF THEORY, ALGORITHMS AND APPLICATIONS [J].
HARKER, PT ;
PANG, JS .
MATHEMATICAL PROGRAMMING, 1990, 48 (02) :161-220
[10]   ON APPROXIMATE SOLUTIONS OF SYSTEMS OF LINEAR INEQUALITIES [J].
HOFFMAN, AJ .
JOURNAL OF RESEARCH OF THE NATIONAL BUREAU OF STANDARDS, 1952, 49 (04) :263-265