OBJECTIVES: I. Assess the toxic effects of combined high dose melphalan and thiotepa chemotherapy followed by stem cell rescue in patients with stage III or IV ovarian epithelial cancer in complete remission. II. Determine the maximum tolerated dose of thiotepa that can be given with melphalan in these patients. III. Evaluate the interpatient blood level variability and pharmacokinetics of melphalan given intravenously.