They did this with the Saturn. If I recall, even the Atlas that launched John Glenn was throttled. The thrust is configured during the entire launch for optimum, and the flight path is also configured to get the maximum payload to orbit. They don't run at maximum thrust all the way.
Read remianing comments later?