1 Weak convergence in projective tensor product
Let X, Y and Z be real Banach spaces. We denote by $\mathcal {B}(X \times Y , Z)$ the space of continuous bilinear operators from $X \times Y$ into Z. If $Z = \mathbb {R}$ , we simply write $\mathcal {B}(X \times Y)$ . For $x \in X$ and $y \in Y$ , define the elementary tensor $x\otimes y \in \mathcal {B}(X \times Y )^*$ by
We then introduce $X \otimes Y := \mathrm {span} \{ x\otimes y : x \in X, \, y \in Y\}$ . Recall that the norm on $\mathcal {B}(X~\times ~Y)$ is defined by $\| B \|_{\mathcal {B}(X \times Y)} = \sup _{x \in B_X, y \in B_Y} |B(x,y)|$ . Let $\|\cdot \|_{\pi }$ be the dual norm of $\| \cdot \|_{\mathcal {B}(X \times Y)}$ . It is well known (see, for example, [Reference Diestel and Uhl1, Proposition VIII.9.a]) that if $u \in X \otimes Y$ , then
The projective tensor product of X and Y is defined by
As a consequence of the fundamental linearisation property of tensor products, one can easily deduce the isometric identification $(X \widehat {\otimes }_\pi Y)^* \equiv \mathcal {B}(X \times Y)$ . Since $\mathcal {B}(X \times Y) \equiv \mathcal {L}(X, Y^*)$ , where $\mathcal {L}(X, Y^*)$ stands for the space of bounded linear operators from X to $Y^*$ , one also has $\mathcal {L}(X, Y^*) \equiv (X \widehat {\otimes }_\pi Y)^*$ .
The aim of this short note is to answer a question of Rodríguez and Rueda Zoca.
Question 1.1 [Reference Rodríguez and Rueda Zoca5, Question 3.9].
Let X and Y be Banach spaces. Let $(x_n)_{n\in \mathbb {N}}$ and $(y_n)_{n\in \mathbb {N}}$ be weakly null sequences in X and Y, respectively, such that $(x_n \otimes y_n)_{n \in \mathbb {N}}$ is weakly convergent in $X \widehat {\otimes }_\pi Y$ . Is $(x_n \otimes y_n)_{n \in \mathbb {N}}$ weakly null in $X\widehat {\otimes }_\pi Y$ ?
Let
be the set of elementary tensors in $X \widehat {\otimes }_\pi Y$ . We shall start with a simple but key observation. Recall that a Banach space X has the approximation property (AP in short) if for every $\varepsilon>0$ , for every compact subset $K \subset X$ , there exists a finite rank operator $T\in \mathcal L(X,X)$ such that $\|Tx -x\| \leq \varepsilon $ for every $x \in K$ .
Lemma 1.2. Let $X,Y$ be Banach spaces such that X or Y has the AP. Let $T \in X \widehat {\otimes }_\pi Y$ . Then $T \in \mathcal T$ if and only if every pair of linearly independent families $\{x_1^*,x_2^* \} \subset X^*$ and $\{y_1^{*},y_2^{*} \} \subset Y^{*}$ satisfies
Proof. Thanks to [Reference Ryan6, Proposition 2.8], every $T\in X \widehat {\otimes }_\pi Y$ can be written as
with $\sum _{n=1}^{\infty } \| x_n \| \| y_n \| \leq 2 \|T\|$ . Moreover, the linear map $\Phi : X \widehat {\otimes }_\pi Y \to \mathcal L(X^*,Y)$ obtained by
defines a bounded operator. Since X or Y has the AP, $\Phi $ is injective (see [Reference Ryan6, Proposition 4.6]).
If $T = x \otimes y \in \mathcal T$ , then it is straightforward to check that condition $(\star )$ is verified:
Assume now that $T \not \in \mathcal T$ . Then $\Phi (T)$ is an operator of rank greater than 2 in $\mathcal L(X^*,Y)$ . Thus, there exists a linearly independent family $\{x_1^*,x_2^* \} \subset X^*$ such that $\Phi (T)(x_1^*) \ne 0$ , $\Phi (T)(x_2^*) \ne 0$ and $\{\Phi (T)(x_1^*),\Phi (T)(x_2^*) \} \subset Y$ is a linearly independent family. To finish the proof, simply pick a linearly independent family $\{y_1^{*},y_2^{*} \} \subset Y^{*}$ satisfying
Proposition 1.3. Let $X,Y$ be two Banach spaces such that X or Y has the AP. Then the set of elementary tensors $\mathcal T$ is weakly closed in $X \widehat {\otimes }_\pi Y$ .
Proof. We let I be the set of all vectors $(x_1^*,x_2^* ,y_1^{*},y_2^{*})$ such that $\{x_1^*,x_2^* \} \subset X^*$ and $\{y_1^{*},y_2^{*} \} \subset Y^{*}$ are both linearly independent families. Next, for every $T \in X \widehat {\otimes }_\pi Y$ and $S=(x_1^*,x_2^* ,y_1^{*},y_2^{*}) \in I$ , we define
The result now directly follows from Lemma 1.2 together with the fact that $D_S$ is continuous with respect to the weak topology. Indeed, one can write $\mathcal T$ as an intersection of weakly closed sets:
The next corollary answers Question 1.1 positively under rather general assumptions.
Corollary 1.4. Let X and Y be Banach spaces such that X or Y has the AP. If $(x_n)_{n\in \mathbb {N}} \subset X$ converges weakly to x, $(y_n)_{n\in \mathbb {N}} \subset Y$ converges weakly to y and $(x_n \otimes y_n)_{n \in \mathbb {N}}$ is weakly convergent in $X \widehat {\otimes }_\pi Y$ , then $(x_n \otimes y_n)_{n \in \mathbb {N}}$ converges weakly to $x \otimes y$ .
Before proving this corollary, let us point out that the canonical basis $(e_n)_{n \in \mathbb {N}}$ of $\ell _2$ shows that if $(x_n)_{n\in \mathbb {N}}\subset X$ and $(y_n)_{n \in \mathbb {N}} \subset Y$ are weakly null sequences, the sequence $(x_n \otimes y_n)_{n \in \mathbb {N}}$ may fail to be weakly null in $X \widehat {\otimes }_\pi Y$ . Indeed, $(e_n \otimes e_n)_{n \in \mathbb {N}}$ is isometric to the $\ell _1$ -canonical basis (see [Reference Ryan6, Example 2.10]).
Proof. Assume first that $(x_n)_{n\in \mathbb {N}} \subset X$ and $(y_n)_{n\in \mathbb {N}} \subset Y$ are weakly null sequences such that $(x_n \otimes y_n)_{n \in \mathbb {N}}$ is weakly convergent in $X \widehat {\otimes }_\pi Y$ . Since $\mathcal T$ is weakly closed, there exists $x \in X$ and $y\in Y$ such that $x_n \otimes y_n \to x \otimes y$ in the weak topology. Arguing by contradiction, suppose that $x \otimes y \neq 0$ . Pick $x^* \in X^*$ and $y^* \in Y^*$ such that $x^*(x) = \|x\| \neq ~0$ and $y^*(y) = \|y\| \neq ~0$ . On the one hand, $x_n \otimes y_n \to x \otimes y$ weakly, so that
On the other hand, since $(x_n)_{n\in \mathbb {N}}$ and $(y_n)_{n\in \mathbb {N}} $ are weakly null, one readily obtains a contradiction:
Similarly, if $(x_n)_{n\in \mathbb {N}} \subset X$ converges weakly to x, $(y_n)_{n\in \mathbb {N}} \subset Y$ converges weakly to y and $(x_n \otimes y_n)_{n \in \mathbb {N}}$ is weakly convergent in $X \widehat {\otimes }_\pi Y$ , then
However, $x \otimes y_n \overset {w}{\underset {n\to +\infty }{\longrightarrow }} x\otimes y$ and $x_n \otimes y \overset {w}{\underset {n\to +\infty }{\longrightarrow }} x\otimes y$ . Therefore, $\big ((x-x_n)\otimes (y-y_n)\big )_{n \in \mathbb {N}}$ converges weakly and, moreover, the weak limit must be 0 thanks to the first part of the proof. This implies that $x_n \otimes y_n \overset {w}{\underset {n\to +\infty }{\longrightarrow }} x\otimes y$ .
In connection with Proposition 1.3, we also wish to mention [Reference García-Lirola, Grelier, Martínez-Cervantes and Rueda Zoca2, Theorem 2.3] which we describe now. If C and D are subsets of X and Y, respectively, then let
As stated in [Reference García-Lirola, Grelier, Martínez-Cervantes and Rueda Zoca2, Theorem 2.3], if C and D are bounded, then $\overline {C}^w \otimes \overline {D}^w = \overline {C \otimes D}^w$ in $X \widehat {\otimes }_\pi Y$ . The technique which we introduced in the present note permits us to remove the boundedness assumption in the particular case when C and D are subspaces. It also allows us to slightly simplify the original proof of [Reference García-Lirola, Grelier, Martínez-Cervantes and Rueda Zoca2, Theorem 2.3]. The next lemma is the main ingredient.
Lemma 1.5. Let X and Y be Banach spaces such that X or Y has the AP. Let $(x_s)_s \subset X$ and $(y_s)_s \subset Y$ be two nets such that $x_s \to x^{**}$ in the weak $^*$ -topology of $X^{**}$ , $y_s \to y^{**}$ in the weak $^*$ -topology of $Y^{**}$ and $(x_s\otimes y_s)_s$ converges in the weak $^*$ -topology of $(X \widehat {\otimes }_\pi Y)^{**}$ . Then $(x_s\otimes y_s)_s$ converges weakly $^*$ to $x^{**} \otimes y^{**}$ .
The proof is essentially the same as that of Corollary 1.4, so we leave the details to the reader.
Corollary 1.6. Let X and Y be Banach spaces such that X or Y has the AP. If C and D are subsets of X and Y, respectively, then $\overline {C}^w \otimes \overline {D}^w = \overline {C \otimes D}^w$ if one of the following additional assumptions are satisfied:
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(i) C and D are subspaces;
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(ii) C and D are bounded.
Proof. First of all, it is readily seen that $\overline {C}^w \otimes \overline {D}^w \subset \overline {C \otimes D}^w$ without any additional assumption on C and D (see the first part of the proof of [Reference García-Lirola, Grelier, Martínez-Cervantes and Rueda Zoca2, Theorem 2.3]). Therefore, we only have to prove the reverse inclusion in both cases.
To prove the result under assumption (i), it suffices to apply Proposition 1.3:
To prove the result under assumption (ii), let $z \in \overline {C \otimes D}^w$ . We fix a net $(x_s \otimes y_s)_s\subset C \otimes D$ which converges weakly to z. Thanks to Proposition 1.3, there exist $x \in X$ and $y \in Y$ such that $z = x \otimes y$ . Since C and D are bounded, up to taking a suitable subnet, we may assume that both $x_s \to x^{**}$ in the weak $^*$ -topology of $X^{**}$ and ${y_s \to y^{**}}$ in the weak $^*$ -topology of $Y^{**}$ . Thanks to Lemma 1.5, $x_s \otimes y_s \to x^{**} \otimes y^{**}$ in the weak $^*$ -topology of $(X \widehat {\otimes }_\pi Y)^{**}$ . By uniqueness of the limit, $x^{**} \otimes y^{**} = z = x \otimes y$ . We distinguish two cases.
If $z = 0$ , then $x^{**} = 0$ or $y^{**} = 0$ . Say $x^{**} = 0$ for instance. This means that $0 \in \overline {C}^w$ . Now pick any $y \in C$ and observe that $z = 0 \otimes y$ , which was to be shown.
If $z \neq 0$ , then it is readily seen that $x^{**} \in \mathrm {span}\{x\}$ and $y^{**} \in \mathrm {span}\{y\}$ . Therefore, $x^{**} \in \overline {C}^{w^*} \cap X = \overline {C}^w$ and $y^{**} \in \overline {D}^{w^*} \cap Y = \overline {D}^w$ , which concludes the proof.
2 Applications to vector-valued Lipschitz free spaces
If M is a pointed metric space, with base point $0 \in M$ , and if X is a real Banach space, then $\operatorname {\mathrm {Lip}}_0(M,X)$ stands for the vector space of all Lipschitz maps from M to X which satisfy $f(0)=0$ . Equipped with the Lipschitz norm,
$\operatorname {\mathrm {Lip}}_0(M,X)$ naturally becomes a Banach space. When $X = \mathbb {R}$ , it is customary to omit the reference to X, that is, $\operatorname {\mathrm {Lip}}_0(M):=\operatorname {\mathrm {Lip}}_0(M,\mathbb {R})$ . Next, for $x\in M$ , we let $\delta (x) \in \operatorname {\mathrm {Lip}}_0(M)^*$ be the evaluation functional defined by $\langle \delta (x) , f \rangle = f(x)$ for all $f\in \operatorname {\mathrm {Lip}}_0(M).$ The Lipschitz free space over M is the Banach space
The universal extension property of Lipschitz free spaces states that for every $f \in \operatorname {\mathrm {Lip}}_{0}(M,X)$ , there exists a unique continuous linear operator $\overline {f} \in \mathcal {L}(\mathcal {F}(M),X)$ such that:
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(i) $f=\overline {f} \circ \delta $ ; and
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(ii) $\| \overline {f} \|_{\mathcal {L}(\mathcal {F}(M),X)} = \| f \|_L$ .
In particular, we have the isometric identification
A direct application (in the case $X = \mathbb {R}$ ) provides another basic yet important identification, namely
It also follows from basic tensor product theory that $\operatorname {\mathrm {Lip}}_0(M,X^*) \equiv (\mathcal {F}(M) \widehat {\otimes }_\pi X)^*$ , which leads to the next definition (see [Reference García-Lirola, Petitjean and Rueda Zoca4] for more details).
Definition 2.1 (Vector-valued Lispschitz free spaces).
Let M be a pointed metric space and let X be a Banach space. We define the X-valued Lipschitz free space over M to be $\mathcal {F}(M,X) := \mathcal {F}(M) \widehat {\otimes }_\pi X$ .
2.1 Weak closure of $\delta (M,X)$
From [Reference García-Lirola, Petitjean, Procházka and Rueda Zoca3, Proposition 2.9], $\delta (M) = \{\delta (x) : x \in M \}$ is weakly closed in $\mathcal {F}(M)$ provided that M is complete. Our first aim is to prove the vector-valued counterpart. For this purpose, we need to identify a set that corresponds to $\delta (M)$ in the vector-valued case. A legitimate set to look at is
Notice that this does not exactly correspond to $\delta (M)$ in the case $X = \mathbb {R}$ since we have $\delta (M,\mathbb {R}) = \mathbb {R} \cdot \delta (M)$ . This discrepancy is not a major issue since $\mathbb {R} \cdot \delta (M)$ is also a weakly closed set when M is complete. The next result is thus a natural extension to the vector valued setting of [Reference García-Lirola, Petitjean, Procházka and Rueda Zoca3, Proposition 2.9].
Proposition 2.2. Let M be a complete pointed metric space and X be a Banach space such that $\mathcal {F}(M)$ or X have the approximation property. Then $\delta (M,X)$ is weakly closed in $\mathcal {F}(M,X)$ .
Proof. In what follows, $\mathcal T$ denotes the elementary tensors in $\mathcal {F}(M) \widehat {\otimes }_\pi X$ . Consider a net $(\delta (m_{\alpha })\otimes x_\alpha )_\alpha \subset \delta (M,X)$ which is weakly convergent. Since $\delta (M,X) \subset \mathcal T$ and $\mathcal T$ is weakly closed (Proposition 1.3), there exist $\gamma \in \mathcal {F}(M)$ and $x\in X$ such that the net goes to $\gamma \otimes x$ in the weak topology. We may assume that $x \neq 0$ , otherwise there is nothing to do. Pick $x^* \in X^*$ such that $x^*(x)\neq 0$ . Then, for every $f \in \operatorname {\mathrm {Lip}}_0(M)$ , we have $f(m_\alpha )x^*(x_\alpha ) \to f(\gamma ) x^*(x)$ . So the net $\big (({x^*(x_\alpha )}/{x^*(x)}) \delta (m_\alpha )\big )_\alpha \subset \mathbb {R} \cdot \delta (M)$ weakly converges to $\gamma $ . Since $\mathbb {R} \cdot \delta (M)$ is weakly closed, there are $\lambda \in \mathbb {R}$ and $m \in M$ such that $\gamma = \lambda \delta (m)$ . Consequently, $\gamma \otimes x = \delta (m) \otimes \lambda x \in \delta (M,X)$ .
2.2 Natural preduals
Next, following [Reference García-Lirola, Petitjean, Procházka and Rueda Zoca3, Section 3], $S \subset \operatorname {\mathrm {Lip}}_0(M)$ is a natural predual of $\mathcal {F}(M)$ if $S^* \equiv \mathcal {F}(M)$ and $\delta (B(0,r))$ is $\sigma (\mathcal {F}(M), S)$ -closed for every $r\geq 0$ . A reasonable extension of this notion in the vector-valued setting is as follows.
Definition 2.3. Let M be a pointed metric space and X be a Banach space with $\dim (X)\geq 2$ . We say that a Banach space S is a natural predual of $\mathcal {F}(M,X^*)$ if $Y^*\equiv \mathcal {F}(M,X^*)$ and
is $\sigma (\mathcal {F}(M,X^*),S)$ -closed for every $r \geq 0$ .
Notice again that $\delta (B(0,r),\mathbb {R}) = \mathbb {R} \cdot \delta (B(0,r))$ . In the next statement, $\operatorname {\mathrm {lip}}_0(M)$ denotes the subspace of $\operatorname {\mathrm {Lip}}_0(M)$ of all uniformly locally flat functions. Recall that $f \in \operatorname {\mathrm {Lip}}_0(M)$ is uniformly locally flat if
Lemma 2.4. Let M be a separable pointed metric space. Suppose that $S\subset \operatorname {\mathrm {lip}}_0(M)$ is a natural predual of $\mathcal {F}(M)$ . Then, for every $r \geq 0$ , $\mathbb {R} \cdot \delta (B(0,r))$ is weak $^*$ closed in $\mathcal {F}(M)$ .
Proof. Let us fix $r \geq 0$ . Let $(\lambda _n \delta (x_n))_{n} \subset \mathbb {R} \cdot \delta (B(0,r))$ be a sequence converging to some $\gamma \in \mathcal {F}(M)$ in the weak $^*$ topology. We assume that $\gamma \neq 0$ , otherwise there is nothing to do. Since a weak $^*$ convergent sequence is bounded, and by weak $^*$ lower semi-continuity of the norm, we may assume that there exists $C>0$ such that for every n:
Thus, $d(x_n,0) \neq 0$ and $\lambda _n \neq 0$ for every n. Up to extracting a further subsequence, we may assume that the sequence $(\lambda _n d(x_n,0))_{n}$ converges to some $\ell \neq 0$ . Since $(x_n)_{n} \subset B(0,r)$ , we also assume that $(d(x_n,0))_{n}$ converges to some d. We will distinguish two cases.
If $d \neq 0$ , then $(\lambda _n)_{n}$ converges to $\lambda :={\ell }/{d}$ and so $(\delta (x_n))_{n}$ weak $^*$ converges to ${\gamma }/{\lambda }$ . Since S is a natural predual of $\mathcal {F}(M)$ , $\delta (B(0,r))$ is weak $^*$ closed in $\mathcal {F}(M)$ . So there exists $x \in M$ such that $\gamma = \lambda \delta (x)$ .
If $d = 0$ , then $(\delta (x_n))_{n}$ converges to $0$ in the norm topology (and $(\lambda _n)_{n}$ tends to infinity). Note that we may write
Since $S\subset \operatorname {\mathrm {lip}}_0(M)$ , the sequence $({(\delta (x_n) - \delta (0))}/{d(x_n,0)})_{n}$ weak $^*$ converges to 0. Moreover, the sequence $(\lambda _n d(x_n,0))_{n}$ converges to $\ell \neq 0$ . Consequently, $(\lambda _n \delta (x_n))_{n}$ weak $^*$ converges to 0 and so $\gamma = 0$ , which is a contradiction.
Before going further, we need to introduce the injective tensor product of two Banach spaces. Recall that to define the projective tensor product, we introduced $x\otimes y$ as an element of $\mathcal {B}(X \times Y)^{*}$ . For the injective tensor product, we change the point of view since we now consider $x\otimes y$ as an element of $\mathcal {B}(X^* \times Y^*)$ defined as follows:
In this case, we denote by $\| \cdot \|_{\varepsilon }$ the canonical norm on $\mathcal {B}(X^* \times Y^*)$ . Thus, if $u = \sum _{i=1}^n x_i \otimes y_i \in X \otimes Y$ , then
The injective tensor product of X and Y is defined by
In what follows, we will use a classical result from tensor product theory (see, for example, [Reference Ryan6, Theorem 5.33]): if $X^*$ or $Y^*$ has the Radon–Nikodým property (RNP in short) and $X^*$ or $Y^*$ has the AP, then $(X \widehat {\otimes }_\varepsilon Y)^* \equiv X^* \widehat {\otimes }_\pi Y^*$ . The RNP has many characterisations (see [Reference Diestel and Uhl1, Section VII.6] for a nice overview).
Assume now that there exists a subspace S of $\operatorname {\mathrm {Lip}}_0(M)$ such that $S^* \equiv \mathcal {F}(M)$ . Then
whenever either $\mathcal F(M)$ or $X^*$ has the AP and either $\mathcal F(M)$ or $X^*$ has the RNP. It is quite natural to wonder whether there are conditions which ensure that $S \widehat {\otimes }_\varepsilon X$ is a natural predual of $\mathcal {F}(M,X^*)$ . The next result asserts that this sometimes relies on the scalar case.
Proposition 2.5. Let M be a separable pointed metric space, $S\subset \operatorname {\mathrm {lip}}_0(M)$ be a natural predual of $\mathcal {F}(M)$ and X be a Banach space (with $\dim (X) \geq 2$ ). Assume moreover that either $\mathcal F(M)$ or $X^*$ has the AP and either $\mathcal F(M)$ or $X^*$ has the RNP. Then $S \widehat {\otimes }_\varepsilon X$ is a natural predual of $\mathcal {F}(M,X^*)$ .
Proof. To show that $S \widehat {\otimes }_\varepsilon X$ is a natural predual, we essentially follow the proof of Proposition 2.2. First of all, we show that $\mathcal T:= \{ \gamma \otimes x^* : \gamma \in \mathcal {F}(M), \, x \in X^* \}$ is weak $^*$ closed in $\mathcal {F}(M,X^*)$ . Indeed, it is not hard to show that if $T \in \mathcal {F}(M,X^*)$ , then $T \in \mathcal T$ if and only if for every pair of linearly independent families $\{f_1,f_2 \} \subset S$ and $\{x_1,x_2\} \subset X$ ,
Accordingly, $\mathcal T$ is weak $^*$ closed. Fix $r{\kern-1pt}>{\kern-1pt}0$ and consider a net $(\delta (m_{\alpha })\otimes x_\alpha ^*)_\alpha {\kern-1pt}\subset{\kern-1pt} \delta (B(0,r),X^*)$ which weak $^*$ converges to some $\gamma \otimes x^* \in \mathcal T$ . We may assume that $x^* \neq 0$ otherwise there is nothing to do. Consider $x \in X$ such that $x^*(x)\neq 0$ . Then, for every $f \in S$ , we have $f(m_\alpha )x^*(x_\alpha ) \to f(\gamma ) x^*(x)$ . So the net $\big (({x^*(x_\alpha )}/{x^*(x)}) \delta (m_\alpha )\big )_\alpha \subset \mathbb {R} \cdot \delta (M)$ weak $^*$ converges to $\gamma $ . Since $\mathbb {R} \cdot \delta (M)$ is weak $^*$ closed (Lemma 2.4), there are $\lambda \in \mathbb {R}$ and $m \in M$ such that $\gamma = \lambda \delta (m)$ .
Acknowledgements
The author thanks Christian Le Merdy and Abraham Rueda Zoca for useful discussions.