Section 2E

Convergence of Measurable Functions

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Problem 2E.1

Suppose XX is a finite set. Explain why a sequence of functions from XX to R\mathbb {R} that converges pointwise on XX also converges uniformly on XX.

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Problem 2E.2

Give an example of a sequence of functions from N\mathbb {N} to R\mathbb {R} that converges pointwise on N\mathbb {N} but does not converge uniformly on N\mathbb {N}.

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Problem 2E.3

Give an example of a sequence of continuous functions f1,f2,…f_{1}, f_{2}, \ldots from [0,1][0,1] to R\mathbb {R} that converges pointwise to a function f:[0,1]→Rf:[0,1] \rightarrow \mathbb {R} that is not a bounded function.

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Problem 2E.4

Prove or give a counterexample: If A⊆RA \subseteq \mathbb {R} and f1,f2,…f_{1}, f_{2}, \ldots is a sequence of uniformly continuous functions from AA to R\mathbb {R} that converges uniformly to a function f:A→Rf: A \rightarrow \mathbb {R}, then ff is uniformly continuous on AA.

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Problem 2E.5

Give an example to show that Egorov's Theorem can fail without the hypothesis that μ(X)<∞\mu (X) < \infty.

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Problem 2E.6

Suppose (X,S,μ)(X, \mathcal{S}, \mu ) is a measure space with μ(X)<∞\mu (X) < \infty. Suppose f1,f2,…f_{1}, f_{2}, \ldots is a sequence of S\mathcal{S}-measurable functions from XX to R\mathbb {R} such that lim⁡k→∞fk(x)=∞\lim_{k \rightarrow \infty } f_{k}(x) = \infty for each x∈Xx \in X. Prove that for every ε>0\varepsilon > 0, there exists a set E∈SE \in \mathcal{S} such that μ(X\E)<ε\mu (X \backslash E) < \varepsilon and f1,f2,…f_{1}, f_{2}, \ldots converges uniformly to ∞\infty on EE (meaning that for every t>0t > 0, there exists n∈Nn \in \mathbb {N} such that fk(x)>tf_{k}(x) > t for all integers k≥nk \geq n and all x∈Ex \in E).

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Remark.
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The exercise above is an Egorov-type theorem for sequences of functions that converge pointwise to ∞\infty.

Problem 2E.7

Suppose FF is a closed bounded subset of R\mathbb {R} and g1,g2,…g_{1}, g_{2}, \ldots is an increasing sequence of continuous real-valued functions on FF (thus g1(x)≤g2(x)≤⋯g_{1}(x) \leq g_{2}(x) \leq \cdots for all x∈Fx \in F) such that sup⁡{g1(x),g2(x),…}<∞\sup \left\{ g_{1}(x), g_{2}(x), \ldots \right\} < \infty for each x∈Fx \in F. Define a real-valued function gg on FF by

g(x)=lim⁡k→∞gk(x) g(x) = \lim _{k \rightarrow \infty } g_{k}(x)

Prove that gg is continuous on FF if and only if g1,g2,…g_{1}, g_{2}, \ldots converges uniformly on FF to gg.

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Remark.
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The result above is called Dini's Theorem.

Problem 2E.8

Suppose μ\mu is the measure on (N,2N)\left(\mathbb {N}, 2^{\mathbb {N}}\right) defined by

μ(E)=∑n∈E12n \mu (E) = \sum _{n \in E} \frac{1}{2^{n}}

Prove that for every ε>0\varepsilon > 0, there exists a set E⊆NE \subseteq \mathbb {N} with μ(N\E)<ε\mu \left(\mathbb {N} \backslash E\right) < \varepsilon such that f1,f2,…f_{1}, f_{2}, \ldots converges uniformly on EE for every sequence of functions f1,f2,…f_{1}, f_{2}, \ldots from N\mathbb {N} to R\mathbb {R} that converges pointwise on N\mathbb {N}.

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Remark.
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This result does not follow from Egorov's Theorem because here we are asking for EE to depend only on ε\varepsilon. In Egorov's Theorem, EE depends on ε\varepsilon and on the sequence f1,f2,…f_{1}, f_{2}, \ldots.

Problem 2E.9

Suppose F1,…,FnF_{1}, \ldots , F_{n} are disjoint closed subsets of R\mathbb {R}. Prove that if

g:F1∪⋯∪Fn→R g: F_{1} \cup \cdots \cup F_{n} \rightarrow \mathbb {R}

is a function such that g∣Fk\left.g\right|_{F_{k}} is a continuous function for each k∈{1,…,n}k \in \left\{ 1, \ldots , n\right\}, then gg is a continuous function.

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Problem 2E.10

Suppose F⊆RF \subseteq \mathbb {R} is such that every continuous function from FF to R\mathbb {R} can be extended to a continuous function from R\mathbb {R} to R\mathbb {R}. Prove that FF is a closed subset of R\mathbb {R}.

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Problem 2E.11

Prove or give a counterexample: If F⊆RF \subseteq \mathbb {R} is such that every bounded continuous function from FF to R\mathbb {R} can be extended to a continuous function from R\mathbb {R} to R\mathbb {R}, then FF is a closed subset of R\mathbb {R}.

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Problem 2E.12

Give an example of a Borel measurable function ff from R\mathbb {R} to R\mathbb {R} such that there does not exist a set B⊆RB \subseteq \mathbb {R} such that ∣R\B∣=0\left|\mathbb {R} \backslash B\right| = 0 and f∣B\left.f\right|_{B} is a continuous function on BB.

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Problem 2E.13

Prove or give a counterexample: If ft:R→Rf_{t}: \mathbb {R} \rightarrow \mathbb {R} is a Borel measurable function for each t∈Rt \in \mathbb {R} and f:R→(−∞,∞]f: \mathbb {R} \rightarrow (-\infty , \infty ] is defined by

f(x)=sup⁡{ft(x):t∈R} f(x) = \sup \left\{ f_{t}(x): t \in \mathbb {R}\right\}

then ff is a Borel measurable function.

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Problem 2E.14

Suppose b1,b2,…b_{1}, b_{2}, \ldots is a sequence of real numbers. Define f:R→[0,∞]f: \mathbb {R} \rightarrow [0, \infty ] by

f(x)={∑k=1∞14k∣x−bk∣ if x∉{b1,b2,…}∞ if x∈{b1,b2,…} f(x) = \begin{cases} \sum _{k = 1}^{\infty } \frac{1}{4^{k}\left|x-b_{k}\right|} & \text{ if } x \notin \left\{ b_{1}, b_{2}, \ldots \right\} \\ \infty & \text{ if } x \in \left\{ b_{1}, b_{2}, \ldots \right\} \end{cases}

Prove that ∣{x∈R:f(x)<1}∣=∞\left|\left\{ x \in \mathbb {R}: f(x) < 1\right\} \right| = \infty.

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Remark.
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This exercise is a variation of a problem originally considered by Borel. If b1,b2,…b_{1}, b_{2}, \ldots contains all the rational numbers, then it is not even obvious that {x∈R:f(x)<∞}≠∅\left\{ x \in \mathbb {R}: f(x) < \infty \right\} \neq \varnothing.

Problem 2E.15

Suppose BB is a Borel set and f:B→Rf: B \rightarrow \mathbb {R} is a Lebesgue measurable function. Show that there exists a Borel measurable function g:B→Rg: B \rightarrow \mathbb {R} such that

∣{x∈B:g(x)≠f(x)}∣=0 \left|\left\{ x \in B: g(x) \neq f(x)\right\} \right| = 0
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