A reliable urban transport system provides citizens’ access to workplaces, social engagements and other services (Browne and Ryan, 2011). At the same time, high levels of traffic impose negative externalities on society, including congestion, accidents, noise pollution or environmental damage (Santos et al., 2010). Decision-makers objectives are made up of a variety of different impacts (econom...