The calculated distance (air line) between Madrid and Alcobendas is approximately 10 miles respectively 15 kilometers.
By car or train, the actual journey to Alcobendas is certainly longer, as only the direct route (as the crow flies) between Madrid and Alcobendas has been calculated here.
Air line (approximately)
15 kilometers
8 nautical miles