Ride really fast, then stop to rest periodically, as opposed to just riding a more moderate pace without stops. It'll take the same time to get anywhere, but since your bike computer stops timing when you stop to rest, your "average speed" as shown thereon will be increased. Ditto for running lights and stop signs.