interpolation of Dots in Graph

hello

as you can seen in the sample graph i made all graph except it's curve line.

all the "Empty Circle" and "Filled Circle" have their X,Y coordination but the curve is drawn in an optimum path.

how can i find optimum path foe drawing such curve.

thanks