OBJECTIVES: I. Determine the maximum tolerated dose of paclitaxel when combined with high dose cyclophosphamide and thiotepa followed by autologous peripheral blood stem cell transplantation and radiotherapy in patients with advanced breast cancer. II. Assess the overall safety and toxicity of this regimen in these patients.