The calculated distance (air line) between Madrid and Las Rozas de Madrid is approximately 10 miles respectively 17 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 Madrid and Las Rozas de Madrid has been calculated here.
Air line (approximately)
17 kilometers
9 nautical miles