first, any automatic parameter optimizer can do that, not just NN-s.
second, the problem with NN-s, GA-s, etc. is that if you don't have a deep understanding, what you are doing, you will end up with useless curve-fitted systems. simply specifying "here's the T&S, profits are good, losses are...