Comment by physicsguy

I spent a long time looking at an algorithm for long range force calculations called the Fast Multipole Method which is O(N) and found that practically it couldn't compete against an O(N log N) method we used that involved FFTs because the coefficient was so large that you'd need to simulate systems way bigger than is feasible in order for it to pay off because of cache locality, etc.