Numerical validation of solutions of linear complementarity problems

Citation
Ge. Alefeld et al., Numerical validation of solutions of linear complementarity problems, NUMER MATH, 83(1), 1999, pp. 1-23
Citations number
32
Categorie Soggetti
Mathematics
Journal title
NUMERISCHE MATHEMATIK
ISSN journal
0029599X → ACNP
Volume
83
Issue
1
Year of publication
1999
Pages
1 - 23
Database
ISI
SICI code
0029-599X(199907)83:1<1:NVOSOL>2.0.ZU;2-8
Abstract
This paper proposes a validation method for solutions of linear complementa rity problems. The validation procedure consists of two sufficient conditio ns that can be tested on a digital computer. If the first condition is sati sfied then a given multidimensional interval centered at an approximate sol ution of the problem is guaranteed to contain an exact solution. If the sec ond condition is satisfied then the multidimensional interval is guaranteed to contain no exact solution. This study is based on the mean value theore m for absolutely continuous functions and the reformulation of linear compl ementarity problems as nonsmooth nonlinear systems of equations.