Theorem 44.4.9 (Noncommutative Hölder’s Inequailty).label Let $(M, \tau)$ be a tracial von Neumann algebra in standard form, $p, q \in [1, \infty]$ be Hölder conjugates, $x \in L^{p}(M, \tau)$ and $y \in L^{q}(M, \tau)$, then $xy \in L^{1}(M, \tau)$ with $\norm{xy}_{L^1(M, \tau)}\le \norm{x}_{L^p(M, \tau)}\norm{y}_{L^q(M, \tau)}$.

Proof. Assume without loss of generality that $p, q \in (1, \infty)$.

(Simple): Suppose that $x$ and $y$ are simple and positive. Write $x = \sum_{j = 1}^{m} \lambda_{j} p_{j}$ and $y = \sum_{k = 1}^{n} \mu_{k} q_{k}$, where $\bracsn{p_j}_{1}^{m}, \bracsn{q_k}_{1}^{n} \subset \text{Proj}(M)$ are families of mutually orthogonal projections in $M$, with $1_{M} = \sum_{j = 1}^{m} p_{j} = \sum_{k = 1}^{n} q_{k}$.

Let $u, v \in M$ with $\norm{u}_{M}, \norm{v}_{M} \le 1$, then by the classical Hölder’s Inequality,

\begin{align*}|\tau(uxvy)|&\le \sum_{j = 1}^{m} \sum_{k = 1}^{n} |\lambda_{j} \mu_{k} \tau(up_{j}vq_{k})| \\&= \sum_{j = 1}^{m} \sum_{k = 1}^{n} |\lambda_{j} \mu_{k}|\tau(p_{j}u^{*}up_{j})^{1/2}\tau(q_{k}v^{*}vq_{k})^{1/2}\\&= \sum_{j = 1}^{m} \sum_{k=1}^{n} |\lambda_{j} \mu_{k}|\tau(p_{j})\tau(q_{k}) \le \braks{\sum_{j = 1}^m |\lambda_j|^p}^{1/p}\braks{\sum_{k = 1}^n |\mu_k|^q}^{1/q}\\&\le \norm{x}_{L^p(M, \tau)}\norm{y}_{L^q(M, \tau)}\end{align*}

(Bounded): By Theorem 43.7.2, there exists positive simple operators $\seq{x_n}, \seq{y_n}\subset M$ such that $x_{n} \to x$ and $y_{n} \to y$ in $M$ as $n \to \infty$. By Definition 44.4.6, $\norm{z}_{L^p(M, \tau)}\le \norm{z}_{M}$ for all $z \in M$.

Let $u, v \in M$ with $\norm{u}_{M}, \norm{v}_{M} \le 1$, then by the simple case,

\begin{align*}|\tau(uxvy)|&= \limv{n}|\tau(ux_{n}vy_{n})| \le \limv{n}\norm{x_n}_{L^p(M, \tau)}\norm{y_n}_{L^q(M, \tau)}\\&\le \norm{x}_{L^p(M, \tau)}\norm{y}_{L^q(M, \tau)}\end{align*}

(Arbitrary): Supopse that $x \in L^{p}(M, \tau)$ and $y \in L^{q}(M, \tau)$ are arbitrary. Since $\norm{x}_{L^p(M, \tau)}= \norm{|x|}_{L^p(M, \tau)}$ and $\norm{y}_{L^q(M, \tau)}= \norm{|y|}_{L^q(M, \tau)}$, assume without loss of generality that $x$ and $y$ are positive.

By Lemma 44.3.4, there exists non-decreasing sequences $\seq{p_n}, \seq{q_n}\subset \text{Proj}(M)$ such that:

  1. (i)

    $p_{n}L^{2}(M, \tau) \subset D(x)$ and $q_{n}L^{2}(M, \tau) \subset D(y)$ for all $n \in \nat$.

  2. (ii)

    $xp_{n}, yq_{n} \in M$ for all $n \in \nat$.

  3. (iii)

    $\tau(p_{n}), \tau(q_{n}) \upto 1$ as $n \to \infty$.

By Lemma 44.3.6, there exists a non-decreasing sequence $\seq{r_n}\subset \text{Proj}(M)$ such that:

  1. (iv)

    $r_{n} L^{2}(M, \tau) \subset D(xy) \subset D(|xy|)$ and $yr_{n}L^{2}(M, \tau) \subset p_{n}L^{2}(M, \tau)$ for all $n \in \natp$.

  2. (v)

    $r_{n} \le p_{n} \wedge q_{n}$ for all $n \in \natp$.

  3. (vi)

    $\tau(r_{n}) \upto 1$ as $n \to \infty$.

Let $xy = u|xy|$ be the polar decomposition of $xy$, then by Lemma 44.4.2 and the bounded case,

\begin{align*}\norm{xy}_{L^1(M, \tau)}&= \limv{n}\dpn{|xy| r_n \wh 1_M, r_n \wh 1_M}{L^1(M, \tau)}= \limv{n}\tau(r_{n} |xy|r_{n}) \\&= \limv{n}\tau(r_{n} u^{*}xyr_{n}) = \limv{n}\tau(r_{n} u^{*} \cdot xp_{n} \cdot yr_{n}) \\&\le \limsup_{n \to \infty}\norm{xp_n}_{L^p(M, \tau)}\norm{yq_n}_{L^q(M, \tau)}\le \norm{x}_{L^p(M, \tau)}\norm{y}_{L^q(M, \tau)}\end{align*}

$\square$

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