User:IssaRice/Taking inf and sup separately

From Machinelearning

This page describes a trick that is sometimes helpful in analysis.

Satement

Let A and B be bounded subsets of the real line. Suppose that for every a∈A and b∈B we have a≥b. Then inf(A)≥sup(B).

Actually, do A and B have to be bounded? I think they can even be empty!

Proof

Let a∈A and b∈B be arbitrary. We have by hypothesis a≥b. Since b is arbitrary, we have that a is an upper bound of the set B, so taking the superemum over b we have a≥sup(B) (remember, sup(B) is the least upper bound, whereas a is just another upper bound). Since a was arbitrary, we see that sup(B) is a lower bound of the set A. Taking the infimum over a, we have inf(A)≥sup(B), as required.

Applications

liminf vs limsup

(Notation from Tao's Analysis I.)

Let (an)n=m∞ be a sequence of real numbers. Let L−:=lim infn→∞an and let L+:=lim supn→∞an. Then we have L−≤L+.

Consider the sequences (aN−)N=m∞ and (aN+)N=m∞ defined by aN−:=inf(an)n=N∞ and aN+:=sup(an)n=N∞.

Now consider the sets A:={aN+:N≥m} and B:={aN−:N≥m}. If we can show that aj+≥ak− for arbitrary j,k≥m, then we can apply the trick to these sets to conclude that L+=inf(aN+)N=m=inf(A)≥sup(B)=sup(aN−)N=m=L−.

Lower and upper Riemann integral

(Notation from Tao's Analysis I.)

Let I be a bounded interval on the real line, and let f:I→R.

We have

∫¯If:=inf{p.c.∫Ig:g is a p.c. function on I that majorizes f}

∫_If:=sup{p.c.∫Ig:g is a p.c. function on I that minorizes f}

We want to show ∫_If≤∫¯If.

Define

A:={p.c.∫Ig:g is a p.c. function on I that majorizes f}

B:={p.c.∫Ig:g is a p.c. function on I that minorizes f}

Then we have ∫¯If=inf(A) and ∫_If=sup(B). To apply the trick all we need to do is to let g be a p.c. function on I that majorizes f, and let h be a p.c. function on I that minorizes f, and show that p.c.∫Ig≥p.c.∫Ih.

References

After I wrote this page, I found the same theorem in Apostol's Calculus (volume 1, 2nd edition, p. 28) in the section "Fundamental properties of the supremum and infimum".