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$\textbf{Problem.}$

Let $\frac{1}{p} +\frac{1}{q}=1 $, and let $G$ be a linear functional on $L^p$ given by $$G(f)=\int fg \,d\mu $$ for all $f\in L^p$. Show that $g\in L^q$.

I don't know that $g\in L^q$ holds for arbitrary measrue $\mu$.

If $\mu$ is $\sigma$-finite and $fg\in L^1$, I can prove that $g\in L^q$.

Also if $G$ is bounded, Riesz representation theorem implies that there exist such $g\in L^q$. But I'm having a hard time to prove $G$ is bounded linear functional.

My professor said that Use Hahn-Banach theorem. How can I use that theorem in this problem? Any help will be appreciated.

StubbornAtom
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2 Answers2

3

The proposition is false. I have constructed a simple counter-example.

Let $(X,\mathcal{M},\mu)$ be a measure space defined by $X=\{x_{0}\}$, $\mathcal{M}=\{\emptyset,X\}$, and $\mu(\emptyset)=0$, $\mu(X)=\infty$. Let $p,q\in(1,\infty)$ with $\frac{1}{p}+\frac{1}{q}=1$. It is easy to observe that $L^{p}:=L^{p}(X,\mathcal{M},\mu)=\{0\}$. Define $g:X\rightarrow\mathbb{R}$ by $g(x_{0})=1$. Note that $G:L^{p}\rightarrow\mathbb{R}$, $G(f)=\int fg\,d\mu$ is a well-defined linear functional because $L^{p}=\{0\}$. However, $g\notin L^{q}$. Therefore, unless some restriction is imposed, the proposition is false.

2

If the measure space $(X,\mathcal{M},\mu)$ is $\sigma$-finite, then the proposition is true. Let me state the proposition and prove it.

Proposition: Let $(X,\mathcal{M},\mu)$ be a $\sigma$-finite measure space. Let $p,q\in(1,\infty)$ be such that $\frac{1}{p}+\frac{1}{q}=1$. Let $g:X\rightarrow\mathbb{R}$ be a measurable function. If for each $f\in L^{p},$$fg\in L^{1}$, then $g\in L^{q}$.

Proof: Since the measure space is $\sigma$-finite, there exists a sequence of measurable sets $\{A_{n}\mid n\in\mathbb{N}\}$ such that $A_{1}\subseteq A_{2}\subseteq\ldots$, $X=\cup_{n}A_{n}$ and $\mu(A_{n})<\infty$ for each $n$. For each $n$, define $B_{n}=\{x\mid|g(x)|\leq n$}. Define $g_{n}:X\rightarrow\mathbb{R}$ by $g_{n}=g1_{A_{n}\cap B_{n}}$. Note that $|g_{n}|\leq n$ and $\{x\mid g_{n}(x)\neq0\}\subseteq A_{n}$ which has finite measure, so $g_{n}\in L^{q}$. Next, we observe that $g_{n}\rightarrow g$ pointwisely. For, let $x\in X$ be arbitrary. Choose $n_{1}$ such that $x\in A_{n_{1}}$. Since $g(x)\in\mathbb{R}$, there exists $n_{2}$ such that $|g(x)|\leq n_{2}$. For any $n\geq\max(n_{1},n_{2})$, we have $x\in A_{n}\cap B_{n}$. Therefore $g_{n}(x)=g(x)$ whenever $n\geq\max(n_{1},n_{2}).$

For each $n$, define $\theta_{n}:L^{p}\rightarrow\mathbb{R}$ by $\theta_{n}(f)=\int fg_{n}\,d\mu$. By Holder inequality, we have \begin{eqnarray*} & & \left|\theta_{n}(f)\right|\\ & \leq & \int|fg_{n}|\,d\mu\\ & \leq & ||f||_{p}||g_{n}||_{q}. \end{eqnarray*} It follows that $\theta_{n}$ is a bounded linear functional on $L^{p}$. For each $f\in L^{p}$, \begin{eqnarray*} |\theta_{n}(f)| & \leq & \int|fg_{n}|\,d\mu\\ & \leq & \int|fg|\,d\mu. \end{eqnarray*} Therefore $$ \sup_{n}|\theta_{n}(f)|\leq\int|fg|\,d\mu<\infty. $$ Since the family $\{\theta_{n}\mid n\in\mathbb{N}\}$ is pointwisely bounded, by the uniform boundedness principle, $C:=\sup_{n}||\theta_{n}||<\infty$. Let $n\in\mathbb{N}$ and $f\in L^{p}$ be given. Define $f_{n}:X\rightarrow\mathbb{R}$ by $$ f_{n}(x)=\begin{cases} f(x), & \mbox{ if }f(x)g_{n}(x)\geq0\\ -f(x), & \mbox{ if }f(x)g_{n}(x)<0 \end{cases}. $$ Clearly $|f|=|f_{n}|$, so $f_{n}\in L^{p}$. Moreover, $||f||_{p}=||f_{n}||_{p}$. Now \begin{eqnarray*} & & \int|fg_{n}|\,d\mu\\ & = & \int f_{n}g_{n}\,d\mu\\ & = & |\theta_{n}(f_{n})|\\ & \le & C||f_{n}||_{p}\\ & = & C||f||_{p}. \end{eqnarray*} By monotone convergence theorem (or Fatou's lemma), let $n\rightarrow\infty$, then we have $\int|fg|\,d\mu\leq C||f||_{p}$. Therefore $f\mapsto\int fg\,d\mu$ is a bounded linear functional on $L^{p}$. By Riesz representation theorem, there exists $g'\in L^{q}$ such that $\int fg\,d\mu=\int fg'\,d\mu$. That is, $\int f(g-g')d\mu=0$ for any $f\in L^{p}$. Let $D_{1}=\{x\mid g(x)-g'(x)>0\}$, $D_{2}=\{x\mid g(x)-g'(x)<0\}$. We go to show that $\mu(D_{1})=\mu(D_{2})=0$. Let $n\in\mathbb{N}$ be arbitrary. Define $f=1_{A_{n}\cap D_{1}}$, then $f\in L^{p}$ because $\mu(A_{n}\cap D_{1})\leq\mu(A_{n})<\infty$. Then, $\int_{A_{n}\cap D_{1}}(g-g')\,d\mu=\int f(g-g')\,d\mu=0$. Since $g-g'>0$ on $A_{n}\cap D_{1}$, it follows that $\mu(A_{n}\cap D_{1})=0$. (We are using the fact: If $h$ is a measurable function and $A$ is a measurable set, satisfying the condition that $h>0$ on $A$ and $\mu(A)>0$, then $\int_{A}h\,d\mu>0$. ) Now $D_{1}=\cup_{n}(A_{n}\cap D_{1})$, being a countable union of measure-zero sets, so $\mu(D_{1})=0$. Similarly, we can prove that $\mu(D_{2})=0$. Hence, $g=g'$ almost everywhere and therefore $g\in L^{q}$.