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Section 1.2 The Completion of the Space of Continuous Functions under Integral Norms

The space \(C[a, b]\) of continuous functions on a closed interval \([a, b]\) is a closed metric space in theuniform norm \(\Vert f \Vert_{C^0} :=\max_{x\in [a, b]} |f(x)|\text{.}\) However, it is not complete in theintegral norms \(\Vert f \Vert_{L^{p}[a, b]} :=\left( \int_{a}^{b} |f(x)|^{p}\, dx\right)^{1/p}\) for any \(1\le p < \infty\text{.}\) The completion of \(C[a, b]\) under these integral norms leads to the important classes of functions called \(L^p\)-integrable functions, which are more general than continuous functions but still have well-defined integrals. Such functions play important roles in analysis and its applications.
We sketch below some main properties of the completion of the space of continuous functions under integral norms. The main line of approach is adapted from the following article by P. Lax, Rethinking the Lebesgue Integral, The American Mathematical Monthly, Dec., 2009, Vol. 116, No. 10 (Dec., 2009), pp. 863-881. Although the discussion can be done with respect to the Riemann-Stieltjes integral, we limit our discussion to the standard Riemann integral.
The main feature of this discussion is to establish the important property that the class of integrable functions is closed under reasonable sequential limit while avoiding the discussion of the so called \(\sigma\)-algebra of measurable sets. Any set can be identified by its characteristic function, and the union and intersection of a finite number or countably many sets can also be represented in terms of algebraic sum or limits of the characteristic functions of the relevant sets, so when a sequence of characteristic functions has a limit in the integral sense, it gives information about the limit of the corresponding sets.
For any \(1\le p < \infty\text{,}\) let \(L^{p}[a, b]\) denote the completion of \(C[a, b]\) in thenorm \(\Vert f \Vert_{L^{p}[a, b]} :=\left( \int_{a}^{b} |f(x)|^{p}\, dx\right)^{1/p}\text{.}\) From the abstract completion process, each element \(\phi\in L^{p}[a, b]\) is an equivalence class of sequences \(\{ c_{k}(x)\}\) in \(C[a, b]\) which is Cauchy in the\(L^{p}[a, b]\)-norm. We would like to address the following questions
  1. Does each equivalence class of Cauchy sequences \(\{ c_{k}(x)\}\) in \(C[a, b]\) in the\(L^{p}[a, b]\)-norm associate to a pointwise-defined function on \([a, b]\text{?}\)
  2. Does each equivalence class of Cauchy sequences \(\{ c_{k}(x)\}\) in \(C[a, b]\) in the\(L^{p}[a, b]\)-norm associate to a well-defined integral? What usual properties of integrals are preserved?
  3. Establish criteria for other limiting process of functions in \(C[a, b]\) or \(L^{p}[a, b]\text{,}\) e.g., pointwise limit, that result in a limit in \(L^{p}[a, b]\text{.}\)
It turns out that \(L^{p}[a, b]\) are different spaces for different values of \(p\text{,}\) even though they are defined through a completion process starting from the same space \(C[a, b]\text{.}\) Their differences lie in the different norms used.

An elementary observation.

Suppose that \(\{ c_{k}(x)\}\) is a Cauchy sequence in \(C[a, b]\) in the \(L^{p}[a, b]\)-norm. Then for \([a', b']\subset [a, b]\text{,}\) \(\int_{a'}^{b'} c_{k}(x)\, dx\) is a Cauchy sequence in \(\bbR\text{;}\) and for any \(1\le q \le p\text{,}\) \(\Vert c_{k}(x)\Vert_{L^{q}[c,d]}\) is a Cauchy sequence in \(\bbR\text{.}\) Furthermore, \(\lim_{k\to\infty} \int_{a'}^{b'} c_{k}(x)\, dx\) and \(\lim_{k\to\infty}\Vert c_{k}(x)\Vert_{L^{q}[c,d]}\) remain the same if \(\{ c_{k}(x)\}\) is replaced by an equivalent Cauchy sequence.
These properties are simple consequences of the triangle inequalities:
\begin{align*} \vert \int_{a'}^{b'} c_{k}(x)\, dx - \int_{a'}^{b'} c_{l}(x)\, dx\vert \amp\le \int_{a'}^{b'} \vert c_{k}(x)-c_{l}(x)\vert \, dx\\ \amp\le \left(\int_{a'}^{b'} \vert c_{k}(x)-c_{l}(x)\vert^{p} \, dx\right)^{1/p}(b'-a')^{1-1/p},\\ \left| \Vert c_{k}(x)\Vert_{L^{q}[a', b']} -\Vert c_{l}(x) \Vert_{L^{q}[a', b']}\right| \amp\le \Vert c_{k}(x)-c_{l}(x)\Vert_{L^{q}[a', b']}\\ \amp \le \Vert c_{k}(x) -c_{l}(x)\Vert_{L^{p}[a', b']}(b'-a')^{1/q-1/p}. \end{align*}
As a result, if we denote by \(\phi\) the equivalence class of \(\{ c_{k}(x)\}\text{,}\) it makes sense to define
\begin{equation*} \int_{a'}^{b'} \phi = \lim_{k\to\infty} \int_{a'}^{b'} c_{k}(x)\, dx, \quad \Vert \phi \Vert_{L^{q}[a', b']}= \lim_{k\to\infty}\Vert c_{k}(x)\Vert_{L^{q}[a', b']}. \end{equation*}
Any \(c(x)\in C[a, b]\) defines a Cauchy sequence \(\{c_{k}(x)= c(x)\}\) in \(L^{p}[a, b]\) and \(\Vert c \Vert_{L^{q}[c,d]}\) as defined through the limiting process above equals the definition through Riemann’s integral.
It also follows routinely that if \(\{[c_{i}, d_{i}]\}\) is a finite collection of disjoint subintervals of \([a, b]\text{,}\) then
\begin{equation*} \int_{\cup_{i} [c_{i}, d_{i}] }\phi = \sum_{i}\int_{[c_{i},d_{i}]} \phi \end{equation*}
is well defined; the intervals \(\{[c_{i}, d_{i}]\}\) can also be replaced by open or half-open intervals. Furthermore, if \(\phi, \psi \in L^{p}[a, b]\text{,}\) then for any scalars \(\alpha, \beta\text{,}\)
\begin{equation*} \int_{[a, b]} (\alpha \phi + \beta \psi ) = \alpha \int_{[a, b]} \phi + \beta \int_{[a, b]} \psi. \end{equation*}
Any open set \(G\) of \(\bbR\) is a union of at most countably many disjoint open intervals \((c_{i}, d_{i})\text{.}\) For any \(c(x) \in C[a, b]\) and any open subset \(G\) of \([a, b]\text{,}\) the integrals \(\int_{G} c(x)\, dx\) and \(\int_{G} |c(x)|^{p}\, dx\) have clearly defined meanings as the (absolutely convergent) sum of the integrals on each constitutive open interval, with \(\int_{G} 1\, dx=|G|\text{,}\) the length of \(G\) .

Definition 1.2.1. Uniform Absolute Continuity of A Sequence of Integrals in \(L^{p}[a, b]\).

The \(L^{p}\)-integrals of a sequence of functions \(\{ c_{k}(x)\}\) in \(C[a, b]\) are said to be uniformly absolutely continuous on \([a, b]\) if for any \(\epsilon > 0\text{,}\) there exists a \(\delta > 0\) such that for any open subset \(G\) of \([a, b]\) with its length \(|G| < \delta\text{,}\)
\begin{equation*} \int_{G} |c_{k}(x)|^{p}\, dx < \epsilon \text{ for all } k. \end{equation*}

Proof.

For the given \(\epsilon > 0\text{,}\) there exists some \(N\) such that for all \(k, l \ge N\text{,}\) \(\Vert c_{k}(x) -c_{l}(x)\Vert_{L^{p}[a,b]} < \epsilon^{1/p}/2\text{.}\) Since \(c_{i}(x)\in C[a, b]\) for \(i=1,\cdots, N\text{,}\) there exists a common \(M > 0\) such that \(|c_{k}(x)|\le M\) for all \(x\in [a, b]\) and \(1\le k \le N\text{,}\) therefore, there exists \(\delta > 0\) such that for any open subset \(G\) of \([a, b]\) with its length \(|G| < \delta\text{,}\) we have
\begin{equation*} \int_{G} |c_{k}(x)|^{p}\, dx < \epsilon/2^{p} \text{ for } 1\le k \le N. \end{equation*}
Now for \(l > N\text{,}\) the triangle inequality continues to hold for integrals on \(G\text{,}\) which implies that
\begin{equation*} \Vert c_{l}(x)\Vert_{L^{p}(G)} \le \Vert c_{l}(x)-c_{N}(x)\Vert_{L^{p}(G)}+ \Vert c_{N}(x)\Vert_{L^{p}(G)} \le \epsilon^{1/p}/2 + \epsilon^{1/p}/2. \end{equation*}
from which our conclusion follows.

Exercise 1.2.3.

In the context of PropositionΒ 1.2.2, suppose that the open set \(G\) is decomposed as the union of at most countably many disjoint open intervals: \(G=\cup_{l}I_{l}\text{,}\) and set \(a_{k, l}=\int_{I_{l}} |c_{k}(x)|^{p}\, dx\text{.}\) Prove that
\begin{equation*} \lim_{k\to\infty} \sum_{l} a_{k, l}= \sum_{l} \lim_{k\to\infty} a_{k, l}. \end{equation*}
This allows to define \(\int_{G} |\phi(x)|^{p}\, dx \) as \(\sum_{l} \int_{I_{l}} |\phi(x)|^{p}\, dx\text{,}\) given by \(\lim_{k\to\infty} \int_{G} |c_{k}(x)|^{p}\, dx\text{.}\)
As a consequence, prove the absolute continuity of the integral of \(|\phi|^{p}\text{,}\) namely, for any \(\phi \in L^{p}[a, b]\) and for any \(\epsilon > 0\text{,}\) there exists a \(\delta > 0\) such that for any open subset \(G\) of \([a, b]\) with its length \(|G| < \delta\text{,}\)
\begin{equation*} \int_{G} |\phi(x)|^{p}\, dx < \epsilon. \end{equation*}

Exercise 1.2.4.

Construct \(b_{k, l}\ge 0\) for \(k, l\) such that \(\lim_{k\to\infty} b_{k, l}\) exists for each \(l\) (the convergence can even be uniform in \(l\)) and
\begin{equation*} \lim_{k\to\infty} \sum_{l} b_{k, l}\ne \sum_{l} \lim_{k\to\infty} b_{k, l}. \end{equation*}
Hint.
One can set \(b_{k, l} = \frac 1k\) for \(l \le k\) and \(b_{k, l} =0\) for \(l > k\text{.}\) If one thinks of \(\sum_{l} b_{k, l}\) as the integral of a function defined on \([0, \infty)\text{,}\) then an analog of the notion of uniform absolute continuity is needed to justify the interchange of limit and summation, and that notion would require, for any \(\epsilon > 0\text{,}\) the existence of some \(N\) such that
\begin{equation*} |\sum_{l=N+1}^{\infty} b_{k, l}| < \epsilon \text{ for all } k. \end{equation*}
The example above fails to satisfy this requirement.

Exercise 1.2.5.

Construct a sequence of non-negative functions \(\{c_{k}(x)\}\) in \(C[0, 1]\) such that \(\lim_{k\to\infty} c_{k}(x)=0\) for each \(x\in [0, 1]\) but \(\lim_{k\to\infty} \int_{0}^{1}c_{k}(x)\, dx > 0\text{.}\) Verify that the integrals of this sequence fail to be uniformly absolutely continuous on \([0, 1]\text{.}\)

Definition 1.2.6. Negligible Set.

A point set \(E\) is called negligible if it can be covered by an open set of arbitrarily small volume, namely, for any \(\epsilon > 0\text{,}\) there exists an open cover \(G\) of \(E\) such that \(|G| < \epsilon\text{.}\)
The notion of negligible set here is a special case in the context of Lebesgue measure on \(\bbR\) of the notion of a set of measure \(0\text{.}\) Note that the union of at most countable number of negligible sets is still negligible.
When two functions are equal except on a negligible set, we use the customary language that they are equal \(a.e.\text{.}\)

Definition 1.2.7. Realization of a Cauchy Sequence in \(L^{p}[a, b]\).

A function \(\phi (x)\) defined \(a.e.\) on \([a, b]\) is said to be a realization of \(\phi \in L^{p}[a, b]\) if there exists a Cauchy sequence \(\{c_{k}(x)\}\) of continuous functions in \([a, b]\) in the equivalence class of \(\phi\) which converges a.e to \(\phi (x)\text{:}\)
\begin{equation*} \lim_{k\to \infty} c_{k}(x)\to \phi (x) \ a.e.. \end{equation*}
Note that if \(I\) is any interval of finite length (either open or closed) in \([a, b]\text{,}\) then for any \(k\text{,}\) one can find a continuous function \(c_{k}(x)\) with support in the interior of \(I\text{,}\) such that \(\int |\chi_{I}(x)-c_{k}(x)|^p\, dx < 1/k\text{.}\) This shows that the characteristic function \(\chi_{I}(x)\) of \(I\) is a realization of a function in \(L^{p}[a, b]\text{,}\) namely, it is a function in \(L^{p}[a, b]\text{.}\) The same applies to the linear combination of a finite number of such characteristic functions.
Since the Riemann sum of a function is the integral of such a linear combination of a finite number of such characteristic functions. and any Riemann integrable function on \([a, b]\) can be approximated in \(L[a, b]\) by its Riemann sums, we conclude that any Riemann integrable function is a realization of some function in \(L^{p}[a. b]\text{.}\)
A similar argument shows that the characteristic function of any open set of \(\mathbb R\) with finite length is a realization of some function in \(L^{p}[a. b]\text{.}\)

Proof.

Any Cauchy sequence \(\{ c_{k}(x) \}\) in \(C[a, b]\) in the\(L^{p}[a, b]\)-norm has a subsequence, still denoted as \(\{ c_{k}(x) \}\text{,}\) such that
\begin{equation*} \Vert c_{k}(x) -c_{k+1}(x)\Vert_{L^{p}[a, b]}\le \epsilon_{k}^{2}, \end{equation*}
where \(\epsilon_{k} > 0\) are such that \(\sum_{k} \epsilon_{k}\) converges.
Define
\begin{equation*} D_{k} =\{x\in [a, b]: \vert c_{k}(x) -c_{k+1}(x)\vert > \epsilon_{k}\}. \end{equation*}
Then \(D_{k}\) is open and it follows from
\begin{equation*} \epsilon_{k}^{p} |D_{k}| \le \int_{[a,b]} \vert c_{k}(x) -c_{k+1}(x)\vert^{p}\, dx \le \epsilon_{k}^{2p} \end{equation*}
that \(|D_{k}|\le \epsilon_{k}^{p}\text{.}\)
Note that \(\cup_{k=N}^{\infty}D_{k}\) is open and
\begin{equation*} |\cup_{k=N}^{\infty}D_{k}|\le \sum_{k=N}^{\infty}|D_{k}| \le \sum_{k=N}^{\infty}\epsilon_{k}^{p}\to 0\text{,} \end{equation*}
as \(N\to\infty\text{.}\) Here, the \(D_{k}\)’s may not be disjoint, but this subadditivity property used above holds. Define the set \(E\) by
\begin{equation*} E=\cap_{N=1}^{\infty} \cup_{k=N}^{\infty}D_{k}. \end{equation*}
Note that \(E\) is the set of points that belong to infinitely many \(D_{k}\)’s, and \(E^{c}\) is then the set of points that belong to at most a finite number of \(D_{k}\)’s. Since \(|\cup_{k=N}^{\infty}D_{k}|\to 0\) as \(N\to \infty\text{,}\) \(E\) is negligible, and for any \(x\in E^{c}\text{,}\) there exists some \(N_{x}\) such that \(x\in \cap_{k=N_{x}}^{\infty}D_{k}^{c}\text{,}\) which makes \(\{c_{k}(x)\}\) a Cauchy sequence in \(\bbR\text{,}\) therefore \(\lim_{k\to\infty} c_{k}(x)\) exists. Furthermore, for any \(\epsilon > 0\text{,}\) there exists some \(N_{\epsilon}\) such that \(|\cup_{k=N_{\epsilon}}^{\infty}D_{k}| < \epsilon\text{.}\) On the complement of \(\cup_{k=N_{\epsilon}}^{\infty}D_{k}\text{,}\) \(\vert c_{k}(x) -c_{k+1}(x)\vert \le \epsilon_{k}\) for all \(k\ge N_{\epsilon}\text{,}\) implying that \(\{c_{k}(x)\}\) converges uniformly on this set.
For (ii), we can use the equivalent Cauchy sequences \(\{ c_{k}(x)\}\) and \(\{ \tilde c_{k}(x)\}\) to construct a new Cauchy sequence, say, with \(c_{k}(x)\) as the \((2k-1)\)-th term and \(\{ \tilde c_{k}(x)\}\) as the \((2k)\)-th term, then appeal to the proof of (i), making sure that in selecting the subsequence, infinitely many terms from both sequences are selected. This subsequence, selected from two \(a.e.\) convergent sequences, converges \(a.e.\text{,}\) which shows that \(\lim_{k\to \infty} c_{k}(x)=\lim_{k\to \infty} \tilde c_{k}(x)\) \(a.e. \text{.}\)
For (iii), define \(f_{k}(x)=c_{k}(x)-\tilde c_{k}(x)\text{,}\) then \(\{f_{k}(x)\}\) is a Cauchy sequence in \(C[a, b]\) in the\(L^{p}[a, b]\)-norm such that \(\lim_{k\to\infty} f_{k}(x)=0\) \(a.e.\text{.}\) We now show that \(\{f_{k}(x)\}\to 0\) in \(L^{p}[a, b]\text{.}\) We argue by contradiction: suppose not, then there exists some \(\sigma > 0\) and a subsequence of \(\{f_{k}(x)\}\text{,}\) still denoted as \(\{f_{k}(x)\}\text{,}\) such that \(\int_{a}^{b} |f_{k}(x)|^{p}\, dx \ge \sigma\) for all \(k\text{.}\)
For any \(\epsilon > 0\text{,}\) first apply PropositionΒ 1.2.2 to \(\{f_{k}(x)\}\) to find \(\delta > 0\) such that for any open set \(G\) in \([a, b]\) with \(|G| < \delta\text{,}\) we have \(\int_{G} |f_{k}(x)|^{p}\, dx < \epsilon\text{.}\) Next apply the proof for (i) to \(\{f_{k}(x)\}\) to find a subsequence of \(\{f_{k}(x)\}\text{,}\) still denoted as \(\{f_{k}(x)\}\text{,}\) a limit function \(\phi(x)\) \(a.e.\) defined, and an open set \(G\) in \([a, b]\) with \(|G| < \delta\) such that \(f_{k}(x) \to \phi (x)\) \(a.e.\) and uniformly in \(G^{c}\text{.}\) Since it is assumed that \(f_{k}(x) \to 0\) \(a.e.\text{,}\) we must have \(\phi(x)=0\) \(a.e.\text{.}\) Thus there exists \(N\) such that \(|f_{k}(x)|^{p} \le \epsilon \) for all \(x\in G^{c}\) and \(k\ge N\text{.}\)
We would like to estimate \(\int_{[a, b]} |f_{k}(x)|^{p}\, dx\) by \(\int_{G} |f_{k}(x)|^{p}\, dx + \int_{G^{c}} |f_{k}(x)|^{p}\, dx\text{.}\) But in the Riemann integral setting, integration over an arbitrary closed set is not defined. We complete the argument in the following way. For any \(k > N\text{,}\) since \(|f_{k}(x)|^{p} \in \mathcal R[a, b]\text{,}\) we can find a partition \(a=a_{0} < a_{1} < \cdots < a_{N_{k}}=b\) such that
\begin{equation*} \left| \int_{a}^{b} |f_{k}(x)|^{p}\, dx -\sum_{i=1}^{N_{k}} m_{i}(|f_{k}|^{p})(a_{i}-a_{i-1})\right| < \epsilon. \end{equation*}
For any interval \([a_{i-1}, a_{i}]\) that has non-empty intersection with \(G^{c}\text{,}\) we see that \(m_{i}(|f_{k}|^{p})=\inf_{[a_{i-1}, a_{i}]}|f_{k}|^{p} \le \epsilon\text{;}\) the remaining subintervals \([a_{i-1}, a_{i}]\) are contained in \(G\text{,}\) and the lower Riemann sum over such intervals \(\le \int_{G} |f_{k}(x)|^{p}\, dx \le \epsilon\) for any \(k\ge N\text{.}\) It then follows that for any \(k\ge N\text{,}\)
\begin{equation*} \int_{a}^{b} |f_{k}(x)|^{p}\, dx\le (b-a)\epsilon + 2\epsilon. \end{equation*}
Choose \(\epsilon >0 \) at the beginning such that \((b-a)\epsilon + 2\epsilon < \sigma\text{,}\) this then shows a contradiction with our assumption that \(\int_{a}^{b} |f_{k}(x)|^{p}\, dx \ge \sigma\) for all \(k\text{.}\) Thus we have shown that \(\int_{a}^{b} |f_{k}(x)|^{p}\, dx\to 0\) as \(k\to \infty\text{.}\)

Remark 1.2.9.

The second part of (i) of PropositionΒ 1.2.8 is usually called Egorov’s Theorem. As a consequence of it, for any realization \(\phi (x)\) of some \(\phi \in L^{p}[a, b]\) and any \(\epsilon > 0\text{,}\) there exists a closed set \(F\) of \([a, b]\) with \(|F^{c}| < \epsilon\) such that the restriction of \(\phi(x)\) on \(F\) is continuous. Note that this is not saying that \(\phi(x)\) is continuous at every point of \(F\) as a function on \([a, b]\text{.}\) Furthermore, for any \(\phi \in L^{p}[a, b]\) and any \(\epsilon, \epsilon' > 0\text{,}\) one can find a continuous approximation \(c(x) \in C[a, b]\) in the sense that exists an open set \(G\) with \(|G| < \epsilon'\) such that
\begin{equation*} \Vert \phi - c \Vert_{L^{p}[a, b]} < \epsilon, \quad\text{ and } \vert \phi (x) - c(x) \vert < \epsilon \text{ for all } x\in G^{c}. \end{equation*}
Here \(\Vert \phi - c \Vert_{L^{p}[a, b]}\) is defined through the limiting process instead of the Riemann integral for a general \(\phi \in L^{p}[a, b]\text{.}\)

Exercise 1.2.10.

Let \(f \in L^{1}[a, b]\text{.}\) Extend \(f\) to be \(0\) outside of \([a, b]\text{.}\) Prove that \(\int_{a}^{b}|f(x+h)-f(x)|\, dx \to 0\) as \(|h|\to 0\text{.}\)

Exercise 1.2.11.

Let \(f \in L^{1}[a, b]\text{.}\) Prove that \(F(t) :=\int_{a}^{t} f(x)\, dx\) is a continuous function of \(x\in [a, b]\text{.}\)

Exercise 1.2.12.

Let \(f \in L^{1}[a, b]\text{.}\) Extend \(f\) to be \(0\) outside of \([a, b]\) and define \(f_{h}(x)=h^{-1}\int_{x}^{x+h} f(y)\, dy\) for \(h > 0\) small. Prove that \(\int_{a}^{b}|f_{h}(x)-f(x)|\, dx \to 0\) as \(h \to 0\text{.}\)

Proof.

For each \(\phi_{k}\) there exists some \(c_{k}(x)\in C[a, b]\) and an open set \(G_{k}\) with \(|G_{k}| < \epsilon_{k}\) such that
\begin{equation*} \Vert \phi_{k} (x) - c_{k}(x)\Vert_{L^{p}[a, b]} < \epsilon_{k}^{2}, \text{ and } \vert \phi_{k} (x) - c_{k}(x) \vert < \epsilon_{k} \text{ for all } x\in G_{k}^{c}. \end{equation*}
Then the set \(E=\cap_{l=1}^{\infty}\cup_{k=l}^{\infty} G_{k}\) is negligible, as \(|\cup_{k=l}^{\infty} G_{k}|\le \sum_{k=l}^{\infty}|G_{k}| \to 0\) as \(l\to \infty\text{,}\) and for any \(x\in E^{c}\text{,}\) there exists some \(l_{x}\) such that \(x\in \cap_{k=l_{x}}^{\infty} G_{k}^{c}\text{.}\) This implies that \(\{ c_{k}(x)\}\) satisfies
\begin{equation*} \Vert c_{k}(x)- c_{k+1}(x) \Vert_{L^{p}[a, b]} < 2\epsilon_{k}^{2} + \epsilon_{k+1}^{2} \text{ and } \vert \phi_{k}(x) - c_{k}(x) \vert< \epsilon_{k} \text{ for } k\ge l_{x}\text{.} \end{equation*}
Then PropositionΒ 1.2.8 applied to \(\{ c_{k}(x)\}\) implies that there exists a unique \(\phi \in L^{p}[a, b]\) such that
\begin{equation*} \Vert c_{k}(x)- \phi \Vert_{L^{p}[a, b]} \to 0 \text{ and } c_{k}(x)\to \phi (x)\; a.e. \text{ as } k\to \infty. \end{equation*}
We can then conclude our proof by appealing to the triangle inequalities.

Definition 1.2.15. Nonnegative Elements of \(L^{p}[a, b]\).

An element \(\phi \in L^{p}[a, b]\) is said to be non-negative if its realization \(\phi (x)\) satisfies \(\phi (x) \ge 0\) \(a.e.\) on \([a, b]\text{.}\)

Proof.

Suppose that \(\{ c_{k}(x)\}\) is a sequence in \(C[a, b]\text{,}\) Cauchy in \(L^{p}[a, b]\)-norm, representing \(\phi\) such that \(\Vert c_{k}^{-} \Vert_{L^{p}}\to 0\) as \(k\to \infty\text{.}\) Define \(c_{k}^{+}(x)=c_{k}(x)- c_{k}^{-}(x)\text{,}\) which is identified as \(\max\{ c_{k}(x), 0\}\text{.}\) Then \(\{ c_{k}^{+}(x)\}\) is a sequence in \(C[a, b]\text{,}\) Cauchy in \(L^{p}[a, b]\)-norm. PropositionΒ 1.2.8 applied to both \(\{ c_{k}^{+}(x)\}\) and \(\{ c_{k}^{-}(x)\}\) implies that there exists a subsequence, still indexed by \(k\) to avoid extra indices, such that \(\lim_{k\to \infty} c_{k}^{+}(x)\) exists \(a.e.\text{,}\) which is evidently \(\ge 0\) \(a.e.\text{,}\) and \(\lim_{k\to \infty} c_{k}^{-}(x)\to 0\) \(a.e.\) (refer to (ii) of PropositionΒ 1.2.8 ). Therefore
\begin{equation*} \lim_{k\to \infty} c_{k}(x)= \lim_{k\to \infty} c_{k}^{+}(x) + \lim_{k\to \infty} c_{k}^{-}(x)\ge 0 \; a.e. \end{equation*}
Conversely, suppose that \(\phi (x)\ge 0\) \(a.e.\) and \(\{c_{k}(x)\}\) is a sequence in \(C[a, b]\text{,}\) Cauchy in the\(L^{p}[a, b]\) norm representing \(\phi\) and \(c_{k}(x)\to \phi(x)\) \(a.e.\text{.}\) Then we must have \(\lim_{k\to \infty} c_{k}^{-}(x)\to 0\) \(a.e.\text{.}\) Noting that
\begin{equation*} \vert c_{k}^{-}(x) - c_{l}^{-}(x)\vert \le \vert c_{k}(x) - c_{l}(x)\vert \end{equation*}
we see that \(\{ c_{k}^{-}(x)\}\) is also a sequence in \(C[a, b]\text{,}\) Cauchy in the\(L^{p}[a, b]\) norm. Then the proof of of PropositionΒ 1.2.8 shows that \(c_{k}^{-}(x)\to 0\) in \(L^{p}[a, b]\) norm, and
\begin{equation*} \Vert c_{k}^{+}(x)-\phi(x)\Vert_{L^{p}[a, b]}\le \Vert c_{k}(x)-\phi(x)\Vert_{L^{p}[a, b]} + \Vert c_{k}^{-}(x)\Vert_{L^{p}[a, b]} \to 0 \end{equation*}
as \(k\to \infty\text{.}\)
Since a function in \(L^{p}[a, b]\) may not be bounded, we may no longer conclude that \(f(x)g(x)\in L[a, b]\) whenever \(f(x), g(x)\in L[a, b]\text{.}\) However we have the following

Proof.

For (a), take \(\{b_{k}(x)\}\subset \in C[a, b]\) such that \(b_{k}(x)\to f(x)\) in \(L^{p}[a, b]\) and \(\{c_{k}(x)\} \subset \in C[a, b]\) such that \(c_{k}(x)\to g(x)\) in \(L^{p'}[a, b]\text{.}\) We show that \(\{b_{k}(x)c_{k}(x)\}\) is Cauchy in \(L[a, b]\) and that \(f(x)g(x)\) is a realization of this sequence.
Note that there exists some \(M > 0\) such that for all \(k, l\)
\begin{equation*} \Vert b_{l}(x) \Vert_{L^{p}[a,b]}, \Vert c_{k}(x)\Vert_{L^{p'}[a,b]}\le M. \end{equation*}
Then
\begin{align*} \amp \Vert b_{k}(x)c_{k}(x)-b_{l}(x)c_{l}(x)\Vert_{L[a,b]} \\ \le \amp \Vert \left(b_{k}(x)-b_{l}(x)\right)c_{k}(x)\Vert_{L[a,b]} + \Vert b_{l}(x)\left( c_{k}(x)-c_{l}(x) \right)\Vert_{L[a,b]}\\ \le \amp \Vert \left(b_{k}(x)-b_{l}(x)\right)\Vert_{L^{p}[a,b]} \Vert c_{k}(x)\Vert_{L^{p'}[a,b]} + \Vert b_{l}(x) \Vert_{L^{p}[a,b]} \Vert \left( c_{k}(x)-c_{l}(x) \right)\Vert_{L^{p'}[a,b]} \end{align*}
Since \(\Vert \left(b_{k}(x)-b_{l}(x)\right)\Vert_{L^{p}[a,b]} \to 0\) and \(\Vert \left( c_{k}(x)-c_{l}(x) \right)\Vert_{L^{p'}[a,b]}\to 0\) as \(k, l\to \infty\text{,}\) we can conclude that \(\Vert b_{k}(x)c_{k}(x)-b_{l}(x)c_{l}(x)\Vert_{L[a,b]} \to 0\) as \(k, l\to \infty\text{.}\) Since \(b_{k}(x)\to f(x)\) \(a.e.\) and \(c_{k}(x)\to g(x)\) \(a.e.\text{,}\) it follows that \(b_{k}(x)c_{k}(x)\to f(x)g(x)\) \(a.e.\text{,}\) making \(f(x)g(x)\) as a realization of the Cauchy sequence \(\{b_{k}(x)c_{k}(x)\}\text{.}\)
Finally, using
\begin{equation*} \int_{a}^{b} |f(x)||g(x)|\, dx = \lim_{k\to \infty} \int_{a}^{b} |b_{k}(x)||c_{k}(x)|\, dx \end{equation*}
and
\begin{equation*} \int_{a}^{b} |f(x)|^{p}\, dx= \lim_{k\to \infty} \int_{a}^{b} |b_{k}(x)|^{p}\, dx \end{equation*}
as well as
\begin{equation*} \int_{a}^{b} |g(x)|^{p'}\, dx= \lim_{k\to \infty} \int_{a}^{b} |c_{k}(x)|^{p'}\, dx \end{equation*}
it follows from the Hlder’s inequality
\begin{equation*} \int_{a}^{b} |b_{k}(x)||c_{k}(x)|\, dx \le \left(\int_{a}^{b} |b_{k}(x)|^{p}\, dx\right)^{1/p} \left(\int_{a}^{b} |c_{k}(x)|^{p'}\, dx\right)^{1/p'} \end{equation*}
that the same inequality holds for \(f\) and \(g\text{.}\)
For (b), the key is how the assumption \(|g(x)|\le M\) \(a.e.\) can be reflected in a Cauchy sequence from \(C[a, b]\) approximating \(g\) in \(L[a, b]\text{.}\) Let \(\{c_{k}(x)\}\subset C[a, b]\) be a Cauchy sequence for \(g\in L[a, b]\text{.}\) Define
\begin{equation*} c^{M}_{k}(x)=\begin{cases} M \amp \text{ if } c_{k}(x) > M\\ c_{k}(x) \amp \text{ if } -M \le c_{k}(x)\le M\\ -M \amp \text{ if } c_{k}(x) < -M\\ \end{cases} \end{equation*}
We claim that \(\{ c^{M}_{k}(x)\}\subset C[a, b]\) is a Cauchy sequence equivalent to \(\{c_{k}(x)\}\text{.}\)
First, observing that
\begin{equation*} |c^{M}_{k}(x)-c^{M}_{l}(x)|\le |c_{k}(x)-c_{l}(x)| \end{equation*}
holds point wise. It then follows that \(\{ c^{M}_{k}\}\subset C[a, b]\) is a Cauchy sequence in \(L[a, b]\text{.}\) Next, similar to the proof of PropositionΒ 1.2.16, we see that
\begin{equation*} |c_{k}(x)-c^{M}_{k}(x)| =(c_{k}(x)-M)_{+}-(c_{k}(x)+M)_{-} \end{equation*}
and that \((c_{k}(x)-M)_{+}=-(M-c_{k}(x))_{-}\to 0\) in \(L^{p}[a, b]\text{,}\) as \(M-g(x)\ge 0\) and \(M-c_{k}(x) \to M-g(x)\) in \(L^{p}[a, b]\text{;}\) similarly, \((c_{k}(x)+M)_{-} \to 0\) in \(L^{p}[a, b]\text{.}\) This shows that \(\{ c^{M}_{k}(x)\}\) is equivalent to \(\{c_{k}(x)\}\text{.}\)
Now if \(\{b_{k}(x)\}\subset C[a, b]\) is a Cauchy sequence for \(f\) in \(L[a, b]\text{,}\) then we claim that \(\{b_{k}(x) c_{k}^{M}(x)\} \) is a Cauchy sequence for \(f(x)g(x)\) in \(L[a, b]\text{.}\) This is because
\begin{align*} \amp \int_{a}^{b}|b_{k}(x)c_{k}^{M}(x)-b_{l}(x)c_{l}^{M}(x)|\, dx \\ \le \amp \int_{a}^{b}|\left( b_{k}(x)- b_{l}(x)\right)c_{k}^{M}(x)|\, dx + \int_{a}^{b}|b_{l}(x) \left(c_{k}^{M}(x)-c_{l}^{M}(x)\right)|\, dx\\ \le \amp M \int_{a}^{b}| b_{k}(x)- b_{l}(x)|\, dx + \int_{a}^{b}|b_{l}(x) \left(c_{k}^{M}(x)-c_{l}^{M}(x)\right)|\, dx \end{align*}
For any \(\epsilon > 0\text{,}\) first find \(N\) such that for all \(k, l\ge N\text{,}\) \(M \int_{a}^{b}| b_{k}(x)- b_{l}(x)|\, dx < \epsilon\text{.}\) Note that there exists some \(M' > 0\) such that \(\int_{a}^{b}|b_{l}(x)|\, dx \le M'\) for all \(l\text{,}\) and that there exists some \(\delta > 0\) such that for any open set \(G\) with \(|G| < \delta\text{,}\) we have \(2M \int_{G} |b_{l}(x)|\, dx < \epsilon/M'\) for all \(l\text{.}\) For such a \(\delta > 0\text{,}\) we can find some open set \(G\) with \(|G| < \delta\) such that a subsequence of \(\{c_{k}^{M}(x) \}\text{,}\) still denoted as \(\{c_{k}^{M}(x) \}\text{,}\) satisfies \(c_{k}^{M}(x) \to \phi(x)\) uniformly on \(G^{c}\text{.}\) Therefore, we can find some \(K\) such that for all \(k, l\ge K\text{,}\) we have \(| c_{k}^{M}(x)-c_{l}^{M}(x)| < \epsilon/M'\) for all \(x\in G^{c}\text{,}\) which leads to
\begin{equation*} \int_{G^{c}} |b_{l}(x) \left(c_{k}^{M}(x)-c_{l}^{M}(x)\right)|\, dx\le \epsilon. \end{equation*}
But
\begin{equation*} \int_{G} |b_{l}(x) \left(c_{k}^{M}(x)-c_{l}^{M}(x)\right)|\, dx\le 2M \int_{G} |b_{l}(x) |\, dx < \epsilon. \end{equation*}
This leads to
\begin{equation*} \int_{a}^{b}|b_{k}(x)c_{k}^{M}(x)-b_{l}(x)c_{l}^{M}(x)|\, dx < 3\epsilon\text{.} \end{equation*}

Proof.

First, PropositionΒ 1.2.16 implies that \(\int_{a}^{b} \phi_{k}(x)\, dx \le \int_{a}^{b} \phi_{k+1}(x)\, dx\text{,}\) so the sequence of scalars \(\{ \int_{a}^{b} \phi_{k}(x)\, dx\}\) as a bounded, monotone increasing sequence is convergent. Since for \(l > k\text{,}\) \(\int_{a}^{b} |\phi_{l}(x)-\phi_{k}(x)|\, dx= \int_{a}^{b} (\phi_{l}(x)-\phi_{k}(x))\, dx\text{,}\) it follows that \(\{ \phi_{k}\}\) is a Cauchy sequence in \(L^{1}[a, b]\text{.}\) Then by PropositionΒ 1.2.14 it has a subsequence \(\{ \phi_{k_{l}}\}\) converging to some \(\tilde \phi\) in \(L^{1}[a, b]\text{,}\) and to \(\tilde \phi (x)\) \(\ a.e.\) pointwise. This identifies \(\phi (x) :=\lim_{k\to \infty} \phi_{k}(x)\) with \(\tilde \phi(x)\) \(\ a.e.\) pointwise, showing that \(\phi \in L^{1}[a, b]\text{.}\) Since the full sequence \(\{ \phi_{k}\}\) is a Cauchy sequence in \(L^{1}[a, b]\text{,}\) we show that \(\phi_{k} \to \phi\) in \(L^{1}[a, b]\) as follows.
For any \(\epsilon > 0\text{,}\) there exists \(L\) such that for all \(l\ge L\text{,}\) \(\int_{a}^{b}|\phi_{k_{l}}(x)-\phi(x)|\, dx < \epsilon\text{;}\) also, there exists \(N\) such that whenever \(k, m\ge N\text{,}\) \(\int_{a}^{b}|\phi_{k}(x)-\phi_{m}(x)|\, dx < \epsilon\text{.}\) Let \(N'=\max\{N, k_{L}\}\text{.}\) Then when \(k \ge N'\text{,}\) we can find \(l\) such that \(k_{l} \ge N'\) so
\begin{equation*} \int_{a}^{b}|\phi_{k}(x)-\phi(x)|\, dx \le \int_{a}^{b}|\phi_{k}(x)-\phi_{k_{l}}(x)|\, dx + \int_{a}^{b}|\phi_{k_{l}}(x)-\phi(x)|\, dx \le 2\epsilon, \end{equation*}
proving that \(\phi_{k} \to \phi\) in \(L^{1}[a, b]\text{.}\)

Proof.

Note that \(\chi_{G_{n+1}}(x)\le \chi_{G_{n}}(x)\) and that \(\chi_{G_{n}}(x) \to 0\) except on \(\cap_{n=1}^{\infty}G_{n}\text{.}\) It follows that \(1- \chi_{G_{n+1}}(x)\ge 1- \chi_{G_{n}}(x)\) and that \(1- \chi_{G_{n}}(x)\to 1\) except on \(\cap_{n=1}^{\infty}G_{n}\text{.}\)
Then TheoremΒ 1.2.18 implies that
\begin{equation*} \int_{a}^{b}\left( 1- \chi_{G_{n}}(x)\right)\, dx \to \int_{a}^{b} 1\, dx=b-a, \end{equation*}
from which we conclude that \(|G_{n}|=\int_{a}^{b} \chi_{G_{n}}(x)\, dx \to 0\text{.}\)
The assumption that \(|G_{1}| < \infty\) (it suffices that some \(|G_{n}| < \infty\)) cannot be removed, for \(G_{n}=(n,\infty)\) is a decreasing sequence of open set with \(\cap_{n=1}^{\infty}G_{n}=\emptyset\) is certainly negligible, but \(|G_{n}|\) does not converge to \(0\text{.}\)

Exercise 1.2.20.

Suppose that \(\{\phi_{k}\}\) is a sequence in \(L^{1}[a, b]\) such that \(\phi_{k}(x)\ge \phi_{k+1}(x)\) \(a.e.\) for all \(k\) and that \(\int_{a}^{b} \phi_{k}\) is bounded. Prove that the \(a.e.\) defined \(\phi (x) :=\lim_{k\to \infty} \phi_{k}(x)\) is the realization of some \(\phi \in L^{1}[a, b]\text{,}\) and \(\Vert \phi_{k}-\phi \Vert_{L^{1}[a, b]}\to 0\) as \(k\to \infty\text{.}\)

Exercise 1.2.21.

Suppose that \(\{\phi_{k}\}\) is a sequence in \(L^{1}[a, b]\) such that \(\phi_{k}(x)\ge 0\) \(a.e.\) for all \(k\) and that \(\sum_{k=1 }^{l}\int_{a}^{b} \phi_{k}\) is bounded independent of \(k\text{.}\) Prove that \(\lim_{l\to\infty} \sum_{k=1 }^{l}\phi_{k}(x)\) is the realization of some of element in \(L^{1}[a, b]\text{.}\) Denoting it as \(\sum_{k=1 }^{\infty}\phi_{k}\text{,}\) prove that
\begin{equation*} \int_{a}^{b} \left( \sum_{k=1 }^{\infty} \phi_{k}\right)\, dx = \sum_{k=1 }^{\infty} \left( \int_{a}^{b} \phi_{k}\, dx\right)\text{.} \end{equation*}

Proof.

Define \(\psi_{k,l}=\min\{\phi_{k},\cdots, \phi_{k+l}\}\text{.}\) Then \(\psi_{k,l}\in L^{1}[a, b]\) and \(\psi_{k,l}(x)\ge \psi_{k,l+1}(x)\) \(a.e.\text{.}\) Then TheoremΒ 1.2.18 implies that \(\Phi_{k}=\lim_{l\to\infty} \psi_{k,l} \in L^{1}[a, b]\) with \(\int_{a}^{b} \Phi_{k} = \lim_{l\to\infty}\int_{a}^{b} \psi_{k,l}\text{.}\) Since for any \(l > l' \ge k\text{,}\) \(\psi_{k,l} \le \phi_{l'}\text{,}\) it follows that \(\int_{a}^{b} \Phi_{k} \le \int_{a}^{b} \phi_{l'}\text{,}\) therefore, \(\int_{a}^{b} \Phi_{k} \le \inf\{ \int_{a}^{b} \phi_{l'}: l'\ge k\}\text{.}\)
Now \(\Phi_{k} \le \Phi_{k+1} \) and \(\int_{a}^{b} \Phi_{k} \) is bounded under our assumption. Then TheoremΒ 1.2.18 implies \(\lim_{k\to\infty} \Phi_{k} \in L^{1}[a, b]\) and
\begin{equation*} \int_{a}^{b} \liminf_{k\to \infty} \phi_{k}(x) = \int_{a}^{b} \lim_{k\to\infty} \Phi_{k} = \lim_{k\to\infty} \int_{a}^{b} \Phi_{k} \le \lim_{k\to\infty} \inf\{ \int_{a}^{b} \phi_{l'}: l'\ge k\}, \end{equation*}
which equals \(\liminf_{k\to \infty} \int_{a}^{b} \phi_{k}(x)\text{.}\)

Exercise 1.2.23.

Construct a sequence \(\{\phi_{k}\}\) in \(L^{1}[a, b]\) such that \(\phi_{k}(x)\ge 0\) \(\ a.e.\) for all \(k\text{,}\) and
\begin{equation*} \int_{a}^{b} \liminf_{k\to \infty} \phi_{k}(x) < \liminf_{k\to \infty} \int_{a}^{b} \phi_{k}(x)\text{.} \end{equation*}

Proof.

Define \(\psi_{k,l}=\min\{\phi_{k},\cdots, \phi_{k+l}\}\text{.}\) Then \(\psi_{k,l}\in L^{1}[a, b]\) and \(\psi_{k,l}(x)\ge \psi_{k,l+1}(x)\) \(a.e.\text{.}\) \(\phi_{k}\) and \(\psi_{k,l}\) are no longer necessarily non-negative, but \(|\psi_{k,l}(x)|\le g(x)\) \(a.e.\text{.}\) Then \(\{ g(x)\pm \psi_{k,l}(x)\}\) are non-negative functions in \(L^{1}[a, b]\text{,}\) monotone in \(l\text{.}\) Therefore, \(\lim_{l\to\infty} (g(x)\pm \psi_{k,l}(x)) \in L^{1}[a, b]\text{,}\) with
\begin{equation*} \int_{a}^{b}\left( g \pm \lim_{l\to\infty} \psi_{k,l}\right) =\lim_{l\to\infty} \int_{a}^{b}\left( g\pm \psi_{k,l}\right), \end{equation*}
from which it follows that \(\Phi_{k}= \lim_{l\to\infty} \psi_{k,l}\in L^{1}[a, b]\text{,}\) with
\begin{equation*} \int_{a}^{b} \Phi_{k} = \lim_{l\to\infty} \int_{a}^{b} \psi_{k,l}. \end{equation*}
Note that it follows from \(\phi_{k}(x)\to \phi(x)\) \(\ a.e.\) that \(\Phi_{k}(x)\to \phi (x)\) \(\ a.e.\) as \(k\to \infty\text{.}\) Therefore by TheoremΒ 1.2.18 \(\phi \in L^{1}[a, b]\text{.}\)
We can now apply Fatou Theorem to the sequence of non-negative functions \(2 g - |\phi_{k}-\phi| \in L^{1}[a, b]\) to imply
\begin{align*} \int_{a}^{b} \liminf_{k\to\infty}\left( 2 g - |\phi_{k}-\phi|\right) \amp \le \liminf_{k\to\infty} \int_{a}^{b} \left( 2 g - |\phi_{k}-\phi|\right)\\ \amp = \int_{a}^{b} 2g - \limsup_{k\to\infty} \int_{a}^{b} |\phi_{k}-\phi|. \end{align*}
Since \(\liminf_{k\to\infty}\left( 2 g - |\phi_{k}-\phi|\right)=2g\text{,}\) it follows that \(\limsup_{k\to\infty} \int_{a}^{b }|\phi_{k}-\phi|=0\text{.}\)

Second proof in special cases.

We provide another proof when each of \(\phi_{k} \in C[a, b]\text{.}\) Let \(E\) be a negligible set such that \(\phi_{k}(x)\to \phi(x)\) on \(E^{c}\text{.}\) Recall that
\begin{equation*} E^{c}=\cap_{m=1}^{\infty}\cup_{N=1}^{\infty}\cap_{k=N}^{\infty}\{x: |\phi_{k}(x)-\phi(x)| \le 1/m\}. \end{equation*}
Therefore,
\begin{equation*} E= \cup_{m=1}^{\infty}\cap_{N=1}^{\infty}\cup_{k=N}^{\infty}\{x: |\phi_{k}(x)-\phi(x)| > 1/m\} \end{equation*}
and each \(\cap_{N=1}^{\infty}\cup_{k=N}^{\infty}\{x: |\phi_{k}(x)-\phi(x)| > 1/m\}\) is negligible. Since we have not developed the theory of measurable sets and measure, it’s not easy to make use of this information.
Under the assumption that each \(\phi_{k}\in C[a, b]\text{,}\) we can modify the above relation as
\begin{equation*} E= \cup_{m=1}^{\infty}\cap_{N=1}^{\infty}\cup_{k, l=N}^{\infty}\{x: |\phi_{k}(x)-\phi_{l}(x)| > 1/m\} \end{equation*}
and each \(G_{m, N} := \cup_{k, l=N}^{\infty}\{x: |\phi_{k}(x)-\phi_{l}(x)| > 1/m\}\) is open. Now that \(\cap_{N=1}^{\infty} G_{m, N}\) is negligible, it follows from CorollaryΒ 1.2.19 that \(|G_{m, N}|\to 0\) as \(N\to \infty\text{.}\) Using \(g\in L[a, b]\text{,}\) it follows that, for any \(\epsilon > 0\text{,}\) there exists some \(\delta >0 \) that for any open set \(G\) in \([a, b]\) with \(|G| < \delta\text{,}\) we have \(\int_{G}g\, dx < \epsilon\text{.}\) It then follows that \(\int_{G}|\phi_{k}(x)|\, dx < \epsilon\) and \(\int_{G}|\phi(x)|\, dx \le \epsilon\text{,}\) therefore \(\int_{G}|\phi_{k}(x)-\phi(x)|\, dx \le 2\epsilon\text{.}\) It further follows that, there exists \(N_{m}\) such that \(|G_{m, N_{m}}| < \delta/2^{m}\text{,}\) from which we deduce that the open set \(G :=\cup_{m=1}^{\infty} G_{m, N_{m}}\) satisfies \(|G| < \delta\) and in \(G^{c}\) we have \(|\phi_{k}(x)-\phi_{l}(x)| \le 1/m\) for \(k, l \ge N_{m}\text{.}\) This shows that \(\{\phi_{k}\}\) converges (to \(\phi\)) uniformly on \(G^{c}\text{.}\)
It now follows that, for the \(G\) above, \(\int_{G}|\phi_{k}(x)-\phi(x)|\, dx \le 2\epsilon\text{,}\) and using \(\{\phi_{k}\}\) converges (to \(\phi\)) uniformly on \(G^{c}\text{,}\) we argue that \(\int_{G^{c}}|\phi_{k}(x)-\phi(x)|\, dx\to 0\text{.}\) This shows that \(\int_{a}^{b}|\phi_{k}(x)-\phi(x)|\, dx\to 0\text{.}\)

Exercise 1.2.25.

Suppose that \(\{\phi_{k}\}\) is a sequence in \(L^{1}[a, b]\) and that \(\sum_{k=1 }^{\infty}\int_{a}^{b} |\phi_{k}|\) is convergent. Prove that \(\lim_{l\to\infty} \sum_{k=1 }^{l} \phi_{k}(x)\) is the realization of some of element in \(L^{1}[a, b]\text{.}\) Denoting it as \(\sum_{k=1 }^{\infty}\phi_{k}\text{,}\) prove that
\begin{equation*} \int_{a}^{b} \left( \sum_{k=1 }^{\infty} \phi_{k}\right)\, dx = \sum_{k=1 }^{\infty} \left( \int_{a}^{b} \phi_{k}\, dx\right)\text{.} \end{equation*}