KNOWLEDGE-BASED RUNWAY ASSIGNMENT FOR ARRIVAL AIRCRAFT IN THE TERMINAL AREA Douglas R. Isaacson, Thomas J. Davis, and John E. Robinson III NASA Ames Research Center, Moffett Field, California 94035 Abstract A knowledge-based system for scheduling arrival traffic in the terminal area, referred to as the Final Approach Spacing Tool (FAST), has been implemented and operationally tested at the Dallas/Fort Worth Terminal Radar Approach Control (TRACON) facility. Two types of controller advisories are generated by FAST: sequence number and runway assignment. The knowledge base for runway assignment employs a set of hierarchical rules and decision logic that evaluates both performance and workload criteria. This formulation is based on over 2,000 hours of controller-in-the-loop, real-time simulations. In the field tests, controllers had the option to accept or reject the FAST-generated runway assignments. Results indicate strong adherence to the advisories and increased capacity, with no significant impact on controller workload.