The Navigation system for Martin Marietta Denver Aerospace's Autonomous Land Vehicle project receives information from the Vision system about road boundaries and obstacle locations. This information is used in an optimization equation to create trajectory points on the road. This paper briefly describes the Vision processing, and describes the Navigation algorithms.