Control Points are points that mark begin and end points of splines in a surface grid.
This check box in the Construct Surface dialog box (Insert | Feature | Constructed | Surface) attempts to optimize the knots and control points of the initial splines from which the surface is constructed.
Surface Grid with Control Points (A), Knots (B), and Splines (C)