Combine all vegetables in a large glass bowl; set aside.
In a saucepan, combine sugar, vinegar, oil, salt and pepper. Bring to a boil.
Cool slightly and pour over vegetables.
Cover and refrigerate overnight.
If cooking for 2: salad may be stored in a plastic bag or covered container in the refrigerator for up to 1 week.