Provided herein is a method, apparatus and computer program product for the generation of a route. In particular, the method may include receiving a plurality of trace points, where each of the plurality of trace points includes location information, receiving a distance tolerance value for each trace point, generating a first portion of a route using a first subset of the plurality of trace points, generating a second portion of the route using a second subset of the plurality of trace points, and concatenating the first portion of the route with the second portion of the route to generate a route. Generating the first portion of the route or the second portion of the route may optionally include removing a trace point that is less than a proximity tolerance distance away from a trace point immediately preceding the removed trace point in sequence.