Harhalakis, GeorgeProth, J.M.Xie, X.L.In this paper, we give a brief summary of simulated annealing procedures used to solve combinatorial optimization problems. We then present the manufacturing cell design problem which consists of designing cells of limited size in order to minimize inter- cell traffic. We show how to use a SA approach to obtain a good, if not optimum, solution to this problem. Finally, we apply this approach to an industrial problem and compare the results to the ones obtained using the so-called twofold heuristic algorithm.en-USdiscrete event dynamical systemsgroup technologymanufacturing cellsplant layoutclusteringsimulated annealingManufacturing SystemsTechnical Report