Can someone explain "challenge handshake authentication protocol" (CHAP) in simple terms please?

It really is as simple as the term suggests, how many times have you shaked someones hand and it didn't feel right and you then refused to do business, the same applies. If either party does not like the other parties "Hand shake" the deal is not done, money transferred, a message delivered or whatever.