Click what you want it to center on and it will stay centered on that through turns. IF you want it to stay centered on something else through a turn you need to click on it...well that is how i do it.
Every time I open the galaxy map, it is centered on Sol and I have to scroll again to the places I'm more interested in. Is there a way to get around this?