1. A vehicle comprising: at least one controller programmed to operate a traction battery to achieve upon completion of a present route segment a target state of charge that is based on a target battery power defined by a classification for a plurality of route segments including the present route segment that results from application of a set of fuzzy rules to vehicle acceleration and road grade associated with the route segments.