The calculated distance (air line) between Retiro and Las Rozas de Madrid is approximately 11 miles respectively 18 kilometers.
By car or train, the actual journey to Las Rozas de Madrid is certainly longer, as only the direct route (as the crow flies) between Retiro and Las Rozas de Madrid has been calculated here.
Air line (approximately)
18 kilometers
10 nautical miles