User:IssaRice/Extreme value theorem: Difference between revisions

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For <math>x \in [a,b]</math>, define <math>V_x = f([a,x]) = \{f(t) : a \leq t \leq x\}</math> to be the values that <math>f</math> takes on as the input ranges from <math>a</math> to <math>x</math> (inclusive).
For <math>x \in [a,b]</math>, define <math>V_x = f([a,x]) = \{f(t) : a \leq t \leq x\}</math> to be the values that <math>f</math> takes on as the input ranges from <math>a</math> to <math>x</math> (inclusive).


Let <math>M = \sup\{f(x) : a \leq x \leq b\} = \sup V_b</math> and <math>X = \{x \in [a,b] : \sup V_x < M\}</math>.
Let <math>M = \sup\{f(x) : a \leq x \leq b\} = \sup V_b</math> (this number exists by the boundedness theorem) and <math>X = \{x \in [a,b] : \sup V_x < M\}</math>.


Our goal now is to find some <math>x</math> such that <math>f(x) = M</math>. If <math>f(a)=M</math> this is easy.
Our goal now is to find some <math>x</math> such that <math>f(x) = M</math>. If <math>f(a)=M</math> this is easy.

Revision as of 23:36, 1 June 2019

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

For x[a,b], define Vx=f([a,x])={f(t):atx} to be the values that f takes on as the input ranges from a to x (inclusive).

Let M=sup{f(x):axb}=supVb (this number exists by the boundedness theorem) and X={x[a,b]:supVx<M}.

Our goal now is to find some x such that f(x)=M. If f(a)=M this is easy.

So now suppose f(a)<M. Then aX. We already know that X is bounded above, for instance by the number b. We can thus take the least upper bound of X, say c=supX. We already know f(c)M, so if we can just eliminate the possibility that f(c)<M, we will be done.

So suppose f(c)<M. We want to find M<M such that f(t)<M for all t[a,c]. That would mean that supVcM<M. To do this, we split the interval into two parts. Choose ϵ>0 with ϵ<Mf(c).[note 1] By continuity at c, there exists a δ>0 such that |tc|<δ implies |f(t)f(c)|<ϵ. So now pick a point like cδ/2, and split the interval into [a,cδ/2] and [cδ/2,c].

  • Since cδ/2<c, there exists xX such that cδ/2<x (otherwise cδ/2 would be a smaller upper bound for X). So supVcδ/2supVx<M. This means that f(t)supVcδ/2<M for all t[a,cδ/2].
  • But now if t[cδ/2,c], then |tc|<δ, so |f(t)f(c)|<ϵ. This means f(t)<f(c)+ϵ<M.

Now we can choose M=max{supVcδ/2,f(c)+ϵ}. Then whatever t[a,c] happens to be, we can say f(t)M.

If c<b then by continuity we can find points t to the right of c where supVt<M, which contradicts the fact that c is an upper bound of such points.

Therefore, c=b, which implies that M=supVb=supVc<M, a contradiction. So the assumption that f(c)<M was false, and we conclude f(c)=M.

Notes

  1. It is important here that ϵ does not equal Mf(c); choosing this ϵ would be too weak and we would not be able to conclude supVc<M, rather only that supVcM.