Article ID: | iaor2004692 |
Country: | United States |
Volume: | 23 |
Issue: | 2 |
Start Page Number: | 463 |
End Page Number: | 478 |
Publication Date: | May 1998 |
Journal: | Mathematics of Operations Research |
Authors: | Naiman D.Q., Stone R.E. |
A real square matrix M is said to be a e-matrix if the linear complementarity problem (q, M) has a solution for every vector q. There is, as yet, no characterization of e-matrices which makes it easy to determine whether or not a given matrix is Q. Ideas from topology, in particular degree theory, have previously been used to obtain sufficient conditions for when a matrix is Q. In this paper we will apply some other ideas from topology to give a homological characterization of Q-matrices. Continuing to borrow from topology, we define the nerve of a matrix which, along with our characterization, leads to an algorithm for checking whether or not a matrix is Q. This algorithm has smaller bounds on its worst-case time complexity than previous methods.