TY - JOUR
T1 - Error bounds for analytic systems and their applications
AU - Luo, Zhi Quan
AU - Pang, Jong Shi
PY - 1994/10
Y1 - 1994/10
N2 - 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.
AB - 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.
KW - Affine variational inequality
KW - Analytic systems
KW - Complementarity problem
KW - Error bound
KW - Integer feasibility problem
KW - Karush-Kuhn-Tucker conditions
UR - http://www.scopus.com/inward/record.url?scp=0028524430&partnerID=8YFLogxK
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U2 - 10.1007/BF01582210
DO - 10.1007/BF01582210
M3 - Article
AN - SCOPUS:0028524430
SN - 0025-5610
VL - 67
SP - 1
EP - 28
JO - Mathematical Programming
JF - Mathematical Programming
IS - 1
ER -