Title:A Linear Programming Approach to the Maximum Clique Problem Earl R. Barnes Georgia Tech Email:ebarnes@isye.gatech.edu Web page:www.isye.gatech.edu Co-Authors: Joel Sokol, Dawn Strickland, Federico Trigos Abstract: We formulate a linear programming model whose solution gives an upper bound on the size of the largest clique in a graph G. For certain classes of perfect graphs the model computes a maximum clique exactly. For general graphs the model can be strengthened to compute a largest clique by adding certain nonlinear constraints. We describe some approximation techniques for handling these nonlinear constraints.