As I understand it, any member of a Legislative body can nominate anyone.  Then the Committee makes the choice behind closed doors.  

Trump was nominated during the primary campaign, in fact.

http://www.cnn.com/2016/02/03/politics/donald-trump-nobel-peace-prize/index.html