The goal of this clinical research study is to find the highest tolerable dose of the combination of ZelborafTM (vemurafenib) with Nexavar® (sorafenib) or Xalkori® (crizotinib) that can be given to patients with advanced cancer. The safety of these drugs will also be studied.