![alt text][1]


  [1]: http://vmm.math.uci.edu/graph.jpg
No, consider a function $f$ with a graph something like the above for example. (Pardon the rough sketch:-)   When you mollify it the minimum at the origin will rise and become greater that the value of the mollified function away from the origin.