PURPOSE: Randomized phase III trial to compare the effectiveness of paclitaxel and carboplatin with that of carboplatin, mitoxantrone, and cyclophosphamide followed by peripheral stem cell transplantation in treating patients who have persistent stage III or stage IV ovarian epithelial cancer.