One reason they don't do this is because of the attitudes illustrated in the comments here. People irrationally believe that surge pricing in this case is wrong and the negative response by their customers outweighs the benefits of surge pricing. I believe that attitude about surge pricing is wrong and it is one reason why we end up with shortages. It is a terribly self-defeating attitude that exacerbates the situation.