How to Approximate the Bandwidth of a Graph Using Semidefinite Programming? Janez Povh School of Business and Management Novo Mesto, Slovenia Franz Rendl Department of Mathematik University of Klagenfurt, Austria The Bandwidth problem is an optimization problem where one looks for such a labelling of vertices of a graph with distinct integers which minimizes the maximum difference between labels on adjacent vertices. To find the optimal labelling is proven to be a NP-hard problem. In this talk we present the heuristics for solving semidefinite relaxation of the Bandwidth problem, which relies on the interior point methods and on the bundle method. We also show how to transform the proposed randomized algorithm into deterministic one for some specific classes of graphs (e.g. caterpillars). The numerical results show the efficiency of the approach.