Why do some ants have wings?

The ants you normally see scurrying around the garden are wingless females. They do all the work of the colony, but they are sterile. The flying ants are the male drones and virgin queens that are produced by the colony, once a year. These are sent out en masse, when the weather conditions are right, to start new colonies.