Itinerant X11 windows

When I bring up an X11 application on several servers I never know where the application is going to appear. They are often Off the desktop. So I have to "Move" the window to bring it on to the viewable desktop.

These servers were duplicated from a machine that had dual monitors and they now do not. I am sure this has something to do with it.