Despite being in existence for over a century, modern elevators have an underlying problem that is anything but easy to solve. When multiple elevators are being used in a single location, it quickly becomes a daunting task to create an intelligent control system that optimally meets the needs of its users. This paper, which will be presented at the 2003 Conference on Uncertainty in Artificial...