Theres one of 2 ways you can handle that!

1. Go to the SHORT CUT ICON, do a right click, then scroll to the PROPERTYS, then when the new window opens, near the bottom is 2 buttons, push the one that says FIND TARGET!

2. (Easiest) Remove the Short Cut! And then Put another one on the desktop.