Your goal should be to redefine the problem until it obviates the need to produce a solution. Simple and elegant solutions will result. This does not mean that the problem will go away, although sometimes it does, simply by reframing how you look at the world. But it does mean, that by iterating on this theme, you will come ever closer to the most simple solution. Creative thinking will avoid the trap of local minimums.