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Exercise 6.2.10
This exercise and the next explore partial converses of the Continuous Limit Theorem (Theorem 6.2.6). Assume pointwise on and the limit function is continuous on . If each is increasing (but not necessarily continuous), show uniformly.
Answers
is continuous and therefore will map to a closed interval . By the Order Limit Theorem, we also know that must be increasing - just compare the sequence to when .
The key implication of and being increasing is that there is a bound to how fast the error can grow with respect to , which is proportional to how fast grows. Intuitively, if we have and want the error to grow as fast as possible with respect to , all we can do is hold constant. Alternatively, if we have , can’t go too far above since needs to catch up eventually.
More formally, for , define to evenly split up into intervals of size at most . (In other words, , , .) Since is increasing, we can define so that .
Since , we can find so that implies . Let . Now, let be arbitrary. Keeping in mind that is increasing, we can bound by
Now consider with arbitrary. Since is increasing, , so . Similarly . Finally, we have
Since and were arbitrary, this completes the proof.