I've gone on two transatlantic "repositioning cruises booked last minute with VacationsToGo.com for $399. Since I was traveling alone, I paid double for a private cabin but did not pay the 2nd person's port taxes.
Lines don't like to sell to singles early since they don't spend as much as two passengers. And thats where cruise ships make most of their money.