Yes. In the Finder select View->Show View Options. With the Finder window with your icons set to As Icons in the View menu, you can select what, if any, organizing set you want. At the top of the View Options window you can select if you want this apply to this window only or all windows.
If no check marks a present and you have This window only selected, your icons will stay where you put them.
Craig