Presumably this tool only works for relatively small possibility spaces due to the problem of combinatorial explosion?
Presumably this tool only works for relatively small possibility spaces due to the problem of combinatorial explosion?
If you were doing it that way, you could also set distributional values for the variables. Rather than x = {500, 1000}, you could set (say) X ~ N(750, 100) and have it pull samples from that distribution. If you really wanted to get fancy you could take advantage of known results on operations on distributions to keep things exact for a lot of common calculations, then turn to numerical methods for uglier operations (at which point you're basically building a wrapper around one of the usual statistical libraries, I suppose).
(EDIT: apparently this already exists, see other comments in this thread.)