yEd is a graph editor that can be used to generate drawings and to apply automatic layouts to a range of different diagrams and networks. It can be downloaded from here.
"It is easy to use and quite effective although the library of nodes is limited and hardly extensible. The results, from the graphical point of view, are not too bad, but other tools can do (much) better (Open Office Draw, Visio, etc.)." Alberto's opinion