You may change the default preview application by editing your presets for GTK. Open the file .gtkrc-your GTK version and add a line in the format gtk-print-preview-command="command to your preferred viewer".
Please make sure you have only one line defining your preview application.
It is strongly recommended to use Evince as the default viewer. A convincing argument is that Evince deletes the preview file after closing the viewer.