Avoiding "Application ran out of memory"

I have begun pushing my settings quite high and this has started to give me memory problems. I have only 16GB.

It seems like RC could do with some memory management settings to help users avoid this problem, I know this would come at a cost of processing speed but that is better than a complete failure.