The calculated distance (air line) between Yokohama and Yokosuka is approximately 10 miles respectively 17 kilometers.
By car or train, the actual journey to Yokosuka is certainly longer, as only the direct route (as the crow flies) between Yokohama and Yokosuka has been calculated here.