DEPARTMENT OF MATHEMATICS AND COMPUTER SCIENCE ODENSE UNIVERSITY Extracting Pure Network Submatrices in Linear Programs using Signed Graphs Gregory Gutin Department of Mathematics and Statistics Brunel University Tuesday, April 7, 1998, at 2:15 PM The Seminar Room We show that the problem of detecting an embedded network in a linear program is closely related to balanced signed graphs previously used in other applications. It leads to a simple linear time algorithm to recognize linear programs which can be transformed into pure networks by a sequence of row reflections. This algorithm can be used as a heuristic for extracting embedded networks in linear programs. Jørgen Bang-Jensen