 From 1985 to 1988, Andersen was professor of conducting at the Norwegian Academy of Music.He was one of the three founders of the Youth Orchestra, which he initiated, together with violinist Leif Jørgensen and trumpeter Harry Kvebæk.His interment was at Oslo Western Civil Cemetery.