You may assume that accelerating slowly as you get onto a highway consumes less fuel but, in fact, it’s more effective to accelerate without hesitation, as this allows you to quickly reach the upper speed ratio and to reduce your engine speed. The greater the speed ratio, the less fuel you use. Trust your ear. When you hear your engine “scream”, it’s at high speed and, thus, consuming more fuel.