Optimizing a facility’s location has a vital role in providing services to the community as a whole. This research attempted to optimize the location of hospitals and clinics with emergency unit facilities in Palembang. This research formulated the set covering model that includes the Location Set Covering Problem (LSCP) and the P-median Problem, and implemented the Genetic Algorithm. Palemba…