Parabolas are popular curves used for solar concentrators because of their ability to reflect incoming light parallel to the central axis to a single focal point. However, parabolic curves are inefficient when the light is not parallel. This paper investigates another possible curve, the circle, and explores the efficiency of the circular solar concentrator at incoming angles not parallel to the central axis with mathematical models created by Geometry Expressions, a constraint-based symbolic geometry system.