Subway design in Utrecht Silvia Cuadrado(1), Kim Feldhoff(2), Rafal Latkowski(3), Tobias Werther(4) and Martijn Zegers(5) (1) Universitat Autonoma de Barcelona. (2) University of Kaiserslautern. (3) Warsaw University. (4) University of Vienna. (5) Eindhoven University of Technology. Abstract This report is dealing with the design of a subway in Utrecht. The main goal is to find a (sub)optimal subway track with respect to the travel times. The problem is translated into a combinatorical optimization problem. Because of the complexity of the problem we think that the best approach is to use local search methods. For evaluating the quality of the subway one has to calculate the total travel time. We line out the steps for computing or estimating this value. The local search algorithms presented are Hill Climbing, Taboo Search and Simulated Annealing. Furthermore, two possible neighbourhood structures are defined, namely "Adding and deleting stops" and "Exchanging stops". To improve the speed of the search we introduce a preselection of the neighbourhood. Finally we give some conclusions and recommendations.