Exercise 21.7

Let X be a set, and let fn : X be a sequence of functions. Let ρ¯ be the uniform metric on the space X. Show that the sequence (fn) converges uniformly to the function f : X if any only if the sequence converges to f as elements of the metric space (X,ρ¯).

Answers

Proof. (⇒) First suppose that (fn) converges uniformly to f in the functional sense. Consider any 𝜖 > 0. Then, by the definition of uniform convergence there is an N + where

d(fn(x),f(x)) < 𝜖2

for all n > N and x X, noting that d of course denotes the usual metric on . Now consider any x0 X and an n N + 1 so that n > N. Then of course we have

d¯(fn(x0),f(x0)) = min {d(fn(x0),f(x0)),1} d(fn(x0),f(x0)) < 𝜖2,

from which it follows that

ρ¯(fn,f) = sup {d¯(fn(x),f(x))x X} 𝜖2 < 𝜖

since x0 was arbitrary. This shows that fn Bρ¯(f,𝜖). Since n N + 1 and 𝜖 > 0 were both arbitrary, this shows that the sequence (fn) converges to f as elements of the metric space X.

(⇐) Now suppose that (fn) converges to f in the uniform metric space X. Consider any 𝜖 > 0 and let δ = min {𝜖,1}. Then, since Bρ¯(f,δ) is a neighborhood of f in the uniform metric space, there is an N + where fn Bρ¯(f,δ) for all n N. So consider any n > N and x0 X. Then clearly fn Bρ¯(f,δ) so that ρ¯(fn,f) < δ. Hence

d¯(fn(x0),f(x0)) sup {d¯(fn(x),f(x))x X} = ρ¯(fn,f) < δ 1

so it has to be that d(fn(x0),f(x0)) = d¯(fn(x0),f(x0)) since

d¯(fn(x0),f(x0)) = min {d(fn(x0),f(x0)),1} < 1.

Therefore we have

d(fn(x0),f(x0)) = d¯(fn(x0),f(x0)) ρ¯(fn,f) < δ 𝜖.

Since n > N, x0 X, and 𝜖 > 0 were arbitrary, this shows that (fn) converges to f uniformly in the functional sense. □

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2019-12-01 00:00
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