Initializing help system before first use

Problem description

Every day you are driving from your home to your work location. There are a number of alternative routes that you might use. You may think of these routes as a set of lines that connect nodes (=intersection points of routes). For every line (edge) we know the required travel time for getting from one end point to the other. What we don't know is the occurrence of roadworks or similar incidents that slow down traffic and hence cause delays.

roads9

Figure 1: Road network

Figure Road network shows an example of a road network where the journey start and end points are marked as 'Source' and 'Sink' respectively. The label tuples (L,D) on the edges indicate the length (travel time) of an edge and the maximum delay D that may result from roadwork on this edge. In this data instance, the times in both directions for traveling along an edge are the same and the maximum delay in both senses is also the same, but in the general case the values might actually be different.