Changing swap size on your rPi is pretty straight forward. Raspbian uses a swap file solution dphys-swapfile, and is much easier to change the size of the swap than with standard partition based options.
Edit configuration file /etc/dphys-swapfile, default value on Raspbian is 100 MB of swap:
CONF_SWAPSIZE=100
Simply change the number to desired size in MB and restart dphys-swapfile:
/etc/init.d/dphys-swapfile stop
/etc/init.d/dphys-swapfile start
Of course, don’t forget swap file is physically located on your SD card (usually /var/swap) so it also takes the space there.
That’s it, enjoy your increased size of your swap!