This is a pilot study aimed to test the feasibility and safety of administering combination chemotherapy with paclitaxel (both intravenously and intraperitoneally) and cisplatin (intraperitoneally) plus whole abdominal hyperthermia every 3 weeks in the treatment of optimally debulked, advanced or recurrent ovarian, primary peritoneal, and fallopian tube cancer patients.