A variant of Kohonen’s algorithm for the self-organizing map (SOM) is used to solve a continuous location-routing problem that can be applied to identify potential sites for subsequent selection by a discrete finite set model. The paper aims to show how the algorithm may be customized to fit the problem structure in a way that allows aspects of location and routing to be integrated into the s…