Creating a schedule for a sports league may seem simple, but it becomes complex when considering factors like venue availability, fairness in team travel, and overall schedule quality. This is widely acknowledged as one of the most formidable problems in the realm of combinatorial optimization. Even for smaller leagues, the number of feasible schedules surpasses astronomical proportions.