Exercise 6.2.5

Using the Cauchy Criterion for convergent sequences of real numbers (Theorem 2.6.4), supply a proof for Theorem 6.2.5 (Cauchy Criterion for Uniform Convergence). (First, define a candidate for f ( x ) , and then argue that f n f uniformly.)

Answers

In the forward direction, suppose ( f n ) converges uniformly to f and set N large enough that n N has | f n ( x ) f ( x ) | < 𝜖 2 for all x , then use the triangle inequality (where m N as well)

| f n ( x ) f m ( x ) | | f n ( x ) f ( x ) | + | f ( x ) f m ( x ) | < 𝜖 2 + 𝜖 2 = 𝜖 .

In the reverse direction, suppose we can find an N so that every n , m N has | f n ( x ) f m ( x ) | < 𝜖 2 for all x . Fix x and apply Theorem 2.6.4 to conclude the sequence ( f n ( x ) ) converges to some limit L , and define f ( x ) = L . Doing this for all x gives us the pointwise limit f . Now we show ( f n ) f uniformly using the fact that | f n ( x ) f m ( x ) | < 𝜖 2 for all x . Let n N , notice that for all m

| f n ( x ) f ( x ) | | f n ( x ) f m ( x ) | + | f m ( x ) f ( x ) |

For all m N we have | f n ( x ) f m ( x ) | < 𝜖 2 and

| f n ( x ) f ( x ) | < 𝜖 2 + | f m ( x ) f ( x ) |

For any x we can choose m large enough to ensure | f m ( x ) f ( x ) | < 𝜖 2 (pointwise convergence), and since the inequality is for all m this implies | f n ( x ) f ( x ) | 𝜖 for all x as desired.

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2022-01-27 00:00
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