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A series of real-valued functions converges uniformly if and only if its tails are uniformly small

Statement

Let X be a set and let fk:X→R. The function series ∑fk converges uniformly on X if and only if, for every real ε>0, there is N∈N such that

∣∑k=m+1nfk(x)∣<ε

for every n>m≥N and every x∈X.

Facts & Assumptions

Given: A set X, functions fk:X→R, and partial-sum functions Sr(x)=∑k<rfk(x).

[L1]

The series ∑fk converges uniformly exactly when its partial-sum sequence (Sr) converges uniformly (A series of real-valued functions and its pointwise and uniform convergence through its partial sums).

[L2]

A sequence of real-valued functions converges uniformly exactly when it is uniformly Cauchy (A sequence of real-valued functions converges uniformly if and only if it is uniformly Cauchy).

[L3]

For n>m, ∑k=m+1nfk(x)=Sn+1(x)−Sm+1(x), and ∣−u∣=∣u∣ for every real u (A series of real-valued functions and its pointwise and uniform convergence through its partial sums, Basic properties of the absolute value).

Proof

technique · direct
1.1L1

Suppose first that ∑fk converges uniformly, and let ε>0 be real.

1.2given

Conversely, suppose the displayed tail condition holds, and fix a real ε>0 and a corresponding index N.

2.1step 1.1L1L2choose

By [L1] and [L2], choose K such that ∣Sp(x)−Sq(x)∣<ε for every p,q≥K and every x∈X.

2.2step 1.2L3algebra

Put K:=N+1. If p,q≥K and x∈X, then the difference is 0 when p=q; if p>q, set m=q−1≥N and n=p−1>m, so the tail condition and [L3] give ∣Sp(x)−Sq(x)∣<ε; the case q>p follows by symmetry of absolute value.

3.1step 2.1L3

For n>m≥K and x∈X, the indices n+1,m+1 are at least K, so [L3] and step 2.1 give ∣∑k=m+1nfk(x)∣<ε.

3.2step 2.2L1L2

Thus (Sr) is uniformly Cauchy, hence converges uniformly by [L2], and therefore ∑fk converges uniformly by [L1].

4.1step 3.1step 3.2∎

Steps 3.1 and 3.2 prove the two implications, hence the equivalence.

Depends on

Dependency tree · 2 levels

Sources