Change the control's Anchor property so that it is anchored on all four sides.

Please note that you can only have one control per form anchored in this manner, i.e., on all four sides. And other controls on the form should be anchored by their sides that are not adjacent to special control anchored on all four sides.
Contributed from George Shepherd's Windows Forms FAQ