In some domestic professional sports leagues, the home stadiums are located in cities connected by a common train line running in one direction. For these instances, we can incorporate this geographical information to determine optimal or nearly-optimal solutions to the We introduce the Linear Distance Traveling Tournament Problem (LD-TTP), and solve it for We conclude the paper by applying this linear distance relaxation to general (non-linear)