If you are found to be eligible to take part in this study, you will take dovitinib by mouth each day for 5 days and have a 2-day rest period (5 days on/2 days off schedule). The first dose of each week is Day 1. You should take dovitinib in the morning with a glass (about 8 ounces) of water at least 1 hour before or at least 2 hours after eating. It is important that you take the study drug at about the same time every day.