The calculated distance (air line) between Yokohama and Tokorozawa is approximately 27 miles respectively 44 kilometers.
By car or train, the actual journey to Tokorozawa is certainly longer, as only the direct route (as the crow flies) between Yokohama and Tokorozawa has been calculated here.
Air line (approximately)
44 kilometers
24 nautical miles