OBJECTIVES: I. Compare early mortality, survival, and disease free survival in patients with node positive stage II or IIIA breast cancer treated with busulfan, melphalan, and thiotepa versus cyclophosphamide, thiotepa, and carboplatin followed by autologous peripheral blood stem cell transplantation. II. Compare the toxicity of these 2 regimens in this patient population.