Upon his promotion to Major general on May 23, 1978, Olmstead was appointed Commanding general, Camp Pendleton, California and served in this capacity until July 1980, when he was sent to Okinawa for duty as Commanding general, III Marine Amphibious Force and Commanding General, 3rd Marine Division.