I have the 2D positions and 2D velocity vectors of two objects. How do I calculate the closing velocity ? I want to get the closing speed.

Think of one jet tracks another jet with radar and you want to yield the closing speed, which is actually the distance-change / unit. (In this example Δmiles/h)