Combination Chemotherapy Plus Peripheral Stem Cell Transplantation in Treating Patients With Stage III or Stage IV Ovarian Cancer

DISEASE CHARACTERISTICS: Histologically confirmed stage III or IV epithelial ovarian cancer that is refractory to platinum therapy or has relapsed within 12 months after platinum therapy Minimal residual disease by laparotomy Must have adequate number of peripheral stem cells collected No intraabdominal, pelvic disease, or other disease greater than 1 cm No brain metastasis PATIENT CHARACTERISTICS: Age: 18 and over Performance status: Zubrod 0-2 Life expectancy: At least 12 weeks Hematopoietic: WBC greater than 3,500/mm3 Platelet count greater than 100,000/mm3 Hepatic: Bilirubin less than 2 times the upper limit of normal (ULN) Serum transaminases less than 2 times ULN Renal: Creatinine clearance greater than 60 mL/min Cardiovascular: Cardiac ejection fraction at least 45% No active angina No uncontrolled hypertension Pulmonary: FEV1, vital capacity, and diffusion capacity greater than 50% of predicted Other: Not HIV positive No active hepatitis B or C infection Not pregnant No concurrent malignancy except basal cell or squamous cell carcinoma of the skin No serious medical conditions such as uncontrolled diabetes mellitus PRIOR CONCURRENT THERAPY: Biologic therapy: No immunotherapy within the past 4 weeks No concurrent immunotherapy Chemotherapy: No chemotherapy within the past 4 weeks No mitomycin within the past 6 weeks No other concurrent chemotherapy No prior anthracycline therapy greater than 200 mg/m2 Endocrine therapy: Not specified Radiotherapy: No radiotherapy within the past 4 weeks No concurrent radiotherapy No prior radiotherapy to the whole abdomen Surgery: Prior surgery allowed