According to this [obituary of Edward Lorenz][1] in Plus Magazine, he discovered the seemingly chaotic behaviour of the Lorenz attractor when a small change (due to rounding) in the boundary conditions in a numerical simulation gave rise to hugely different solutions.


  [1]: http://plus.maths.org/content/butterfly-flap-felt-across-world