Michael Phelps DITCHING GF Megan Rossee to Bro Out on Tropical Island

Michael Phelps is going on a SICK vacation with his best buds after the Olympics -- hitting up one of the most expensive tropical islands in the world -- but TMZ has learned, he's leaving one important person at home ... his GF.Sources close to the…