Boil potatoes, then peel and cut them into small cubes. In a small bowl, combine mayonnaise, mustard, sugar, vinegar, salt & pepper. Add potato, tuna, onion, carrot, celery and olives. Toss to mix well. Chill if desired. Spoon onto lettuce lined serving plate.