User:IssaRice/Extreme value theorem

From Machinelearning

Working through the proof in Pugh's book by filling in the parts he doesn't talk about.

For , define to be the image of up to and including .

Let and .

Our goal now is to find some such that . If this is easy.

So now suppose . Then . We already know that is bounded above, for instance by the number . We can thus take the least upper bound of , say . We already know , so if we can just eliminate the possibility that , we will be done.

So suppose . We want to find such that for all . That would mean that . To do this, we split the interval into two parts. By continuity of at , we can choose with .[note 1] So now pick a point like , and split the interval into and .

  • Consider . Then since , there exists such that . So so . This also means that for all we have .
  • But now if , then By continuity at , there exists a such that implies . This means .

Now we can choose .

If then


If then there exists some such that . This means so . Otherwise if then so . So now what can we say about ? We want to say . We can do this by showing that there exists a number such that for all . That way, . But works.


Therefore, , which implies that . So the assumption that was false, and we conclude .

If then , a contradiction.

Notes

  1. it is important here that does not equal ; choosing this would be too weak and we would not be able to conclude , rather only that .