The distances package provides tools for constructing, manipulating and using distance metrics in R. It calculates distances only as needed (unlike the standard dist function which derives the complete distance matrix when called). This saves memory and can increase speed. The package also includes functions for fast nearest and farthest neighbor searching.
distances is on CRAN and can be installed by running:
install.packages("distances")