Article ID: | iaor19941921 |
Country: | Netherlands |
Volume: | 60 |
Issue: | 2 |
Start Page Number: | 215 |
End Page Number: | 228 |
Publication Date: | Jun 1993 |
Journal: | Mathematical Programming (Series A) |
Authors: | Ye Yinyu, Gler Osman |
Keywords: | linear complementarity |
The authors show that most interior-point algorithms for linear programming generate a solution sequence in which every limit point satisfies the strict complementarity condition. These algorithms include all path-following algorithms and some potential reduction algorithms. The result also holds for the monotone complementarity problem if a strict complementarity solution exists. In general, the limit point is a solution that maximizes the number of its nonzero components among all solutions.