The calculated distance (air line) between Yokohama and Kodaira is approximately 22 miles respectively 36 kilometers.
By car or train, the actual journey to Kodaira is certainly longer, as only the direct route (as the crow flies) between Yokohama and Kodaira has been calculated here.