The calculated distance (air line) between Yokohama and Higashimurayama is approximately 24 miles respectively 39 kilometers.
By car or train, the actual journey to Higashimurayama is certainly longer, as only the direct route (as the crow flies) between Yokohama and Higashimurayama has been calculated here.
Air line (approximately)
39 kilometers
21 nautical miles