Sven Goran Eriksson and Kevin Keegan have already rejected approaches from Craven Cottage chairman Mohamed Fayed after sacking Chris Coleman two weeks ago.
Ranieri is currently on a short-term deal with Parma who are struggling in the Serie A, but has a home in West London.
Fulham caretaker-chief Lawrie Sanchez believes he will be getting the job permanently.