Cook potatoes; then cut into smaller pieces.
Boil eggs for 7-8 minutes, then chop into smaller pieces.
In a bowl mix together potatoes, eggs, onions and olives.
Add mayonnaise until everything is coated a little with the dressing. Add 1 tablespoon of sugar.
Mix well and refrigerate overnight, enjoy the next day!