October 08, 2025
We study Morita equivalence in the context of quantales with identity, in the wake of Katsov and Nam’s analogous work on semirings. Among a number of other results, we prove a characterization of Morita equivalence and an Eilenberg-Watts-type Theorem for quantales.
Quantales were introduced by Mulvey [1] in 1986. They boast nowadays a quite extensive literature and they proved to be of interest for various areas of mathematics, such as, for example, logic [2]–[6], non-commutative topology [7], [8], and fuzzy topology [9]. There is a certain similarity between quantales and rings (or, even better, semirings) under various aspects, and indeed many classical properties and constructions of rings and semirings have a quantale-theoretic version. Moreover, the study of quantales is very often connected to the one of quantale modules, the latter constituting essentially the representation theory of quantales.
What is nowadays called Morita equivalence was introduced in 1958 by Kiiti Morita sec. ¿sec:morita? for rings, and eventually extended in various directions (see, for example, [10]–[13]). The literature on quantale modules is relatively recent, but already quite well-established [5], [14]–[21], so the need for a quantale-theoretic Morita equivalence is pretty natural.
Aim of this paper is to study Morita equivalence in the very general context of quantales with identity, with no futher assumptions, in the wake of Katsov and Nam’s work on semirings [13]. As we shall see, most of the results that hold for semirings can be proved for quantales, possibly up to a reformulation, including a suitable version of Eilenberg-Watts Theorem [22], [23].
The paper is organized as follows. In Section 2, we shall briefly recall definitions and results on quantales and their modules.
Section 3 is dedicated to tensor products of quantale modules. Besides recalling the definition and their existence theorem, we will prove various results that will be useful in the subsequent sections.
Projective generators of the categories of quantale modules are introduced and characterized in Section 4. Such modules are directly involved in the description of Morita equivalent quantales.
Last, in Section 5, we shall investigate the properties of Morita equivalence of quantales and prove a quantale-theoretic version of Eilenberg-Watts Theorem (Theorem 16) and a characterization of Morita equivalence by means of progenerators (Theorem 19).
In this section we shall briefly recall definitions and results on the ordered algebraic structures directly involved in our main results. For any further information on the topics, we refer the reader to [1], [24], [25] for what concerns quantales, and to [5], [15]–[18], [26], [27] for quantale modules.
The category \(\mathcal{SL}\) of sup-lattices has complete lattices as objects and maps preserving arbitrary joins – or, which amounts to the same when the orders are complete, residuated maps – as morphisms. The bottom element of a sup-lattice shall be denoted by \(\bot\) and the top element by \(\top\). We recall that any sup-lattice morphism obviously preserve the bottom element while it does not need to preserve the top.
Quantales are often defined as sup-lattices in the category of semigroups. Since we shall only deal with unital quantales, we can say that \((Q, \bigvee, \cdot, 1)\) is a quantale if \((Q,\bigvee)\) is a sup-lattice, \((Q, \cdot, 1)\) is a monoid, and the product is biresiduated, i. e., for all \(a,b \in Q\), \[\exists b\backslash a = \max\{c \in Q \mid bc \leq a\} \text{ and } \exists a/b = \max\{c \in Q \mid cb \leq a\}.\] The above condition is equivalent to the distributivity of \(\cdot\) w.r.t. any join: \[\forall a \in Q \;\forall B \subseteq Q \;\left(a \cdot \bigvee B = \bigvee\limits_{b \in B} (a \cdot b) \text{ and } \left(\bigvee B\right) \cdot a = \bigvee\limits_{b \in B} (b \cdot a)\right).\] A quantale is commutative if so is the multiplication and integral if \(1 = \top\).
The morphisms in the category \(\mathcal{Q}\) of quantales are maps that are simultaneously sup-lattice and monoid homomorphisms or, that is the same, residuated monoid homomorphisms.
The ring-like countenance of quantales obviously suggests a natural definition of module. Given a quantale \(Q\), a left module over \(Q\) (or, simply, left \(Q\)-module) is a sup-lattice \((M, \bigvee)\) acted on by \(Q\) via a scalar multiplication \(\cdot: (a,u) \in Q \times M \mapsto a \cdot u \in M\) such that
\((ab) \cdot u = a \cdot (b \cdot u)\), for all \(a, b \in Q\) and \(u \in M\);
the scalar multiplication distributes over arbitrary joins in both arguments or, equivalently, is biresiduated;
\(1 \cdot u = u\), for all \(u \in M\).1
Right modules are defined analogously, mutatis mutandis. Moreover, if \(R\) is another quantale, a sup-lattice \(M\) is a \(Q\)-\(R\)-bimodule if it is a left \(Q\)-module, a right \(R\)-module, and in addition \((a \cdot_Q u) \cdot_R a' = a \cdot_Q (u \cdot_R a')\) for all \(a \in Q\), \(a' \in R\), and \(u \in M\).
We also recall that, as for the quantale product, the biresiduation of \(\cdot\) induces two more maps:
\(\backslash: (a,u) \in Q \times M \mapsto a\backslash u = \max\{v \in M \mid av \leq u\} \in M\), and
\(/: (u,v) \in M \times M \mapsto u/v = \max\{a \in Q \mid av \leq u\} \in Q.\)
We shall normally refer to “modules” and use the left module notation whenever a definition or a result can be stated both for left and right modules.
Given two \(Q\)-modules \(M\) and \(N\), a map \(f: M \to N\) is a \(Q\)-module homomorphism if it is a sup-lattice homomorphism which preserves the scalar multiplication, namely, an action-preserving residuated map. For any quantale \(Q\) we shall denote by \({}_{Q}{\mathcal{M}}\) and \({\mathcal{M}}_{Q}\) respectively the categories of left \(Q\)-modules and right \(Q\)-modules with the corresponding homomorphisms. Moreover, if \(R\) is another quantale \({}_{Q}{\mathcal{M}}_R\) shall denote the category whose objects are \(Q\)-\(R\)-bimodules and morphisms are maps which are simultaneously left \(Q\)-module and right \(R\)-module morphisms.
We recall that a bifunctor (short for binary functor) or functor of two variables is simply a functor whose domain is the product of two categories. For \(\mathcal{C}_1\), \(\mathcal{C}_2\) and \(\mathcal{D}\) categories, a functor \(F: \mathcal{C}_1 \times \mathcal{C}_2 \rightarrow \mathcal{D}\) is a bifunctor from \(\mathcal{C}_1\) and \(\mathcal{C}_2\) to \(\mathcal{D}\).
Let \(\mathcal{C}\) be a category and \(\mathcal{J}\) be a (small) category. A functor \(X:\mathcal{J} \rightarrow \mathcal{C}\) is also called a (resp.: small) \(\mathcal{C}\)-diagram of shape \(\mathcal{J}\).
Definition 1. Let \(F:\mathcal{J} \rightarrow \mathcal{C}\) be a diagram of shape \(\mathcal{J}\) in a category \(\mathcal{C}\). A cone to \(F\) is an object \(N\) of \(\mathcal{C}\) together with a family \(\psi_X:N \rightarrow F(X)\) of morphisms indexed by the objects \(X\) of \(\mathcal{J}\), such that for every morphism \(f:X \rightarrow Y\) in \(\mathcal{J}\), we have \(F(f)\circ \psi_X = \psi_Y\).
A limit of the diagram \(F:\mathcal{J} \rightarrow \mathcal{C}\) is a cone \((L,\varphi)\) to \(F\) such that for every other cone \((N,\psi)\) to \(F\) there exists a unique morphism \(u:N \rightarrow L\) such that \(\varphi_X \circ u = \psi_X\) for all \(X\) in \(\mathcal{J}\).
One says that the cone \((N,\psi)\) factors through the cone \((L,\varphi)\) with the unique factorization \(u\). The morphism \(u\) is sometimes called the mediating morphism.
The dual notions of limits and cones are colimits and co-cones. We can obtain their definitions by inverting all morphisms in the above definitions. A co-cone of a diagram \(F: \mathcal{J} \rightarrow \mathcal{C}\) is an object \(N\) of \(\mathcal{C}\) together with a family of morphisms\(\psi_X:F(X) \rightarrow N\) for every objects \(X\) of \(\mathcal{J}\), such that for every morphism \(f:X \rightarrow Y\) in \(\mathcal{J}\), we have \(\psi_Y \circ F(f) = \psi_X\). A colimit of the diagram \(F: \mathcal{J} \rightarrow \mathcal{C}\) is a co-cone \((L,\varphi)\) of \(F\) such that for any other co-cone \((N,\psi)\) of \(F\) there exists a unique morphism \(u:L \rightarrow N\) such that \(u \circ \varphi_X = \psi_X\) for all \(X\) in \(\mathcal{J}\).
A category \(\mathcal{C}\) is complete if it has all small limits, that is, every small diagram has a limit in \(\mathcal{C}\). It is cocomplete if it has all small colimits, that is, every small diagram has a colimit in \(\mathcal{C}\). A category \(\mathcal{C}\) is cocomplete if and only if its opposite category is complete.
In [28], it was proved the existence of the tensor product of quantale modules. We recall here the assertion of the theorem for the reader’s convenience; for more details on the construction of the tensor product of quantale modules the reader may refer to the cited paper.
Theorem 1. Let \(M_1\) be a right \(Q\)-module and \(M_2\) a left \(Q\)-module. Then the tensor product \(M_1 \otimes_Q M_2\) of the \(Q\)-modules \(M_1\) and \(M_2\) exists. It is, up to isomorphisms, the quotient \(\relax{P}(M_1 \times M_2)/\vartheta_R\) of the free sup-lattice generated by \(M_1 \times M_2\) with respect to the (sup-lattice) congruence relation generated by the set \[\label{R} \rho = \left\{ \begin{array}{l} \left(\left\{\left(\bigvee X, y\right)\right\}, \bigcup_{x \in X}\{(x,y)\}\right) \\ \left(\left\{\left(x, \bigvee Y\right)\right\}, \bigcup_{y \in Y}\{(x,y)\}\right) \\ \left(\{(x \cdot_1 a, y)\}, \{(x,a \cdot_2 y)\}\right) \\ \end{array} \right\vert \left. \begin{array}{l} X \subseteq M_1, y \in M_2 \\ Y \subseteq M_2, x \in M_1 \\ a \in Q \\ \end{array} \right\}.\tag{1}\]
In [5], it was proved also that each quantale morphism \(h: Q \to R\) induces an adjoint and co-adjoint functor \(( \;)_h: {}_{R}{\mathcal{M}} \to {}_{Q}{\mathcal{M}}\), whose left adjoint is \(R \otimes_Q \underline{\;\;}\).
In this section, we shall establish various properties of the tensor product of quantale modules, which will be useful in the next sections.
Proposition 2. Let \(M\) be a \(Q\)-\(R\)-bimodule and let \(N\) be an \(R\)-\(S\)-bimodule, and let \(f \in {}_{Q}{\mathcal{M}}_R (M_1,M)\) and \(g \in {}_{R}{\mathcal{M}}_S (N_1,N)\). So the assignments \((M,N) \mapsto M \otimes N\) and \((f,g) \mapsto f \otimes g\) define a bifunctor \(- \otimes-: {}_{Q}{\mathcal{M}}_R \times {}_{R}{\mathcal{M}}_S \rightarrow {}_{Q}{\mathcal{M}}_S\). Furthermore let \(\mm[N][R]{S}\) and \(\mm[O][Q]{S}\) be bimodules, then on \({\mathcal{M}}_{S} (N,O)\) there is a \(Q\)-\(R\)-bimodule structure defined by \[(qgr)(n)=q(g(rn))forn \in N, \, g \in {\mathcal{M}}_{S} (N,O),\] and if \(\mm{R}\) and \(\mm[O][Q]{S}\) are bimodules, then on \({}_{Q}{\mathcal{M}}(M,O)\) there is the \(R\)-\(S\)-bimodule structure defined by \[(rfs)(m)=f(mr)sform \in M, \, f \in {}_{Q}{\mathcal{M}}(M,O).\]
Proof. Let \((f,g): (M,N) \rightarrow (M_1,N_1)\), with \(M,M_1 \in {\mathcal{M}}_{Q}\), \(N,N_1 \in {}_{Q}{\mathcal{M}}\). We shall define \(f\otimes g: M\otimes N \rightarrow M_1 \otimes N_1\) e \(h\otimes k: M_1\otimes N_1 \rightarrow M_2 \otimes N_2\), and prove that \(- \otimes-\) preserves the composition.
Let \(\varphi: (x,y) \in M\times N \mapsto f(x)\otimes g(y) \in M_1\otimes N_1\); we have that \[\begin{array}{l} \varphi(xq,y) = f(xq)\otimes g(y) = f(x)q\otimes g(y) = \\ = f(x)\otimes qg(y) = f(x)\otimes g(qy) = \varphi(x,qy). \end{array}\] We also have \[\begin{array}{l} \varphi\left(\bigvee X,y\right) = f\left(\bigvee X\right)\otimes g(y) = \left(\bigvee_{x \in X} f(x)\right)\otimes g(y) = \\ = \bigvee_{x \in X} (f(x)\otimes g(y)) = \bigvee_{x \in X} \varphi(x,y), \end{array}\] and, similarly, \(\varphi \left( x,\bigvee Y\right) = \bigvee_{y \in Y} \varphi(x,y)\). So, \(\varphi\) is a \(Q\)-bimorphism and, therefore, it canonically induces a sup-lattice morphism \(f\otimes g: M \otimes N \to M_1 \otimes N_1\). Analogously, we can define sup-lattice morphisms \(h \otimes k: M_1\otimes N_1 \rightarrow M_2 \otimes N_2\) and \((h\circ f)\otimes(k\circ g): M \otimes N \to M_2 \otimes N_2\). Furthermore, we have \((h\circ f)\otimes(k\circ g) = (h\otimes k)\circ(f\otimes g)\) because \(h(f(x))\otimes k(g(y)) = (h\otimes k)(f(x)\otimes g(y)) = ((h\otimes k)\circ(f\otimes g))(x\otimes y)\).
It follows that \(- \otimes-\) is a bifunctor. The second part of the proposition is obvious. ◻
By routine calculations (see, for example, [29]), the following can be easily proved.
Proposition 3. Let \(N\), \(N_1\) be \(Q\)-\(R\)-bimodules, \(O\), \(O_1\) be \(S\)-\(R\)-bimodules, \(\beta \in {}_{Q}{\mathcal{M}}_R (N_1,N)\), and \(\gamma \in {}_{S}{\mathcal{M}}_R (O,O_1)\). The assignments \((N,O) \mapsto {\mathcal{M}}_{R} (N,O)\) and \[(\beta,\gamma) \mapsto {}_{S}{\mathcal{M}}_Q(\beta,\gamma): f \in {\mathcal{M}}_{R} (N,O) \mapsto \gamma \circ f \circ \beta \in {\mathcal{M}}_{R} (N_1,O_1)\] define a bifunctor \({\mathcal{M}}_{R}: ({{}_{Q}{\mathcal{M}}_R})^{op} \times {}_{S}{\mathcal{M}}_R \rightarrow {}_{S}{\mathcal{M}}_Q\).
Analogously, for \(M\), \(M_1\) \(S\)-\(Q\)-bimodules, \(O\), \(O_1\) \(S\)-\(R\)-bimodules, the assignments \((M,O) \mapsto {}_{S}{\mathcal{M}} (M,O)\) and \[(\alpha,\gamma) \mapsto {}_{Q}{\mathcal{M}}_R(\alpha,\gamma): f \in {}_{S}{\mathcal{M}} (M,O) \rightarrow \gamma \circ f \circ \alpha \in {}_{S}{\mathcal{M}} (M_1,O_1),\] where \(\alpha \in {}_{S}{\mathcal{M}}_Q (M_1,M)\) and \(\gamma \in {}_{S}{\mathcal{M}}_R (O,O_1)\), define a bifunctor \({}_{S}{\mathcal{M}}: ({{}_{S}{\mathcal{M}}_Q})^{op} \times {}_{S}{\mathcal{M}}_R \rightarrow {}_{Q}{\mathcal{M}}_R\).
The following proposition, which is the quantale-theoretic analogous of [29], is an immediate consequence of [5].
Proposition 4. Let \(Q\), \(R\) e \(S\) be quantales, and let \(\mm[M][S]{Q}\), \(\mm[N][Q]{R}\) and \(\mm[O][S]{R}\) be bimodules. Then there are natural isomorphisms \[\varphi : {}_{S}{\mathcal{M}}_R(M \otimes_Q N, O) \rightarrow {}_{S}{\mathcal{M}}_Q(M,{\mathcal{M}}_{R}(N,O))\] and \[\psi : {}_{S}{\mathcal{M}}_R(M \otimes_Q N, O) \rightarrow {}_{Q}{\mathcal{M}}_R(N,{}_{S}{\mathcal{M}}(M,O)).\] In particular, for any bimodule \(\mm[N][Q]{R}\), the functor \({\mathcal{M}}_{R}(N,-) : {}_{S}{\mathcal{M}}_R \rightarrow {}_{S}{\mathcal{M}}_Q\) is a right adjoint to the functor \(-\otimes_Q N : {}_{S}{\mathcal{M}}_Q \rightarrow {}_{S}{\mathcal{M}}_R\). i.e. \(-\otimes_Q N \dashv {\mathcal{M}}_{R}(N,-)\); and for any bimodule \(\mm[M][S]{Q}\), the functor \({}_{S}{\mathcal{M}}(M,-) : {}_{S}{\mathcal{M}}_R \rightarrow {}_{Q}{\mathcal{M}}_R\) is a right adjoint to the functor \(M \otimes_Q - : {}_{Q}{\mathcal{M}}_R \rightarrow {}_{S}{\mathcal{M}}_R\). i.e. \(M \otimes_Q - \dashv {}_{S}{\mathcal{M}}(M,-)\).
Proposition 5. Let \(Q\), \(R\), \(S\) and \(T\) be quantales, and let \(\mm[M][S]{Q}\), \(\mm[N][Q]{R}\) and \(\mm[O][R]{T}\) be bimodules. Then there is a natural isomorphism \[(M \otimes_Q N) \otimes_R O \cong M \otimes_Q (N \otimes_R O).\]
Proof. For all \(x \in M\), let us define \[\alpha_x: (y,z) \in N \times O \mapsto (x\otimes y)\otimes z \in (M\otimes N)\otimes O,\] and show that it is a bimorphism. Indeed, we have: \[\begin{array}{l} \alpha_x(yr,z) = (x\otimes yr)\otimes z = (x\otimes y)r\otimes z = (x\otimes y)\otimes rz = \alpha_x(y,rz), \\ \alpha_x\left(\bigvee Y,z\right) = \left( x\otimes\bigvee Y\right)\otimes z = \left(x\otimes\bigvee\limits_{y \in Y} y\right)\otimes z = \left(\bigvee\limits_{y \in Y} (x\otimes y)\right)\otimes z = \\ = \bigvee\limits_{y \in Y} ((x\otimes y)\otimes z) = \bigvee\limits_{y \in Y} \alpha_x(y,z), \;\text{ and, similarly,} \\ \alpha_x\left(y,\bigvee Z\right) = \bigvee\limits_{z \in Z} \alpha_x(y,z). \end{array}\] So, there exists a unique sup-lattice morphism \(\overline{\alpha}_x: N \otimes O \rightarrow (M\otimes N)\otimes O\) extending \(\alpha_x\); observe that, for all \(x \in M\), \(y \in N\), and \(z \in O\), \(\overline{\alpha}_x(y\otimes z) = (x\otimes y)\otimes z\).
Now, let \[\alpha: \left(x,\bigvee_{i \in I}y_i\otimes z_i\right) \in M \times (N \otimes O) \mapsto \overline{\alpha}_x\left(\bigvee_{i \in I}y_i \otimes z_i\right) \in (M\otimes N)\otimes O,\] which is a bimorphism too. Indeed, we have \[\begin{array}{l} \alpha\left(\bigvee X,\bigvee\limits_{i \in I}y_i \otimes z_i\right) = \overline{\alpha}_{\bigvee X}\left(\bigvee\limits_{i \in I}y_i \otimes z_i\right) = \bigvee\limits_{i \in I}\overline{\alpha}_{\bigvee X}(y_i \otimes z_i) =\\ =\bigvee\limits_{i \in I}\alpha_{\bigvee X}(y_i , z_i) = \bigvee\limits_{i \in I}\left( \bigvee X\otimes y_i\right)\otimes z_i = \bigvee\limits_{i \in I}\bigvee\limits_{x \in X}(x\otimes y_i)\otimes z_i = \\ = \bigvee\limits_{x \in X}\bigvee\limits_{i \in I}(x\otimes y_i)\otimes z_i = \bigvee\limits_{x \in X}\bigvee\limits_{i \in I}\overline{\alpha}_x(y_i\otimes z_i)= \bigvee\limits_{x \in X}\overline{\alpha}_x\left(\bigvee\limits_{i \in I}y_i\otimes z_i\right) = \\ = \bigvee\limits_{x\in X}\alpha\left(x,\bigvee\limits_{i \in I}y_i \otimes z_i\right). \end{array}\]
So, by the universal property of the tensor product \(M \otimes_Q (N \otimes_R O)\), there exists a unique sup-lattice morphism \(\overline{\alpha}: M \otimes_Q (N \otimes_R O) \longrightarrow (M \otimes_Q N)\otimes_R O\)
such that, for all \(x \in M\), \(y \in N\), and \(z \in O\), we have \(\overline{\alpha}\bigl(x \otimes (y \otimes z)\bigr) = (x \otimes y) \otimes z\).
Symmetrically, for each \(z \in O\) let us define \(\beta_z : M \times N \longrightarrow M \otimes_Q (N \otimes_R O)\),
\(\beta_z(x,y) = x \otimes (y \otimes z)\).
As before, \(\beta_z\) is a bimorphism, so there exists a unique sup-lattice morphism
\(\overline{\beta}_z : M \otimes_Q N \longrightarrow M \otimes_Q (N \otimes_R O)\)
such that \(\overline{\beta}_z(x \otimes y) = x \otimes (y \otimes z)\) for all \(x \in M\), \(y \in N\). Now, define
\(\beta : (M \otimes_Q N) \times O \longrightarrow M \otimes_Q (N \otimes_R O), \quad \beta\!\left(\bigvee_j x_j \otimes y_j, z\right) = \bigvee_j \overline{\beta}_z(x_j \otimes y_j)\).
Again, \(\beta\) is a bimorphism, so by the universal property of the tensor product \((M \otimes_Q N)\otimes_R O\), there exists a unique sup-lattice morphism
\(\overline{\beta} : (M \otimes_Q N)\otimes_R O \longrightarrow M \otimes_Q (N \otimes_R O)\) such that, for all \(x \in M\), \(y \in N\),
\(z \in O\), \(\overline{\beta}\bigl((x \otimes y) \otimes z\bigr) = x \otimes (y \otimes z)\).
So, \(\overline{\beta} \circ \overline{\alpha}\bigl(x \otimes (y \otimes z)\bigr) = \overline{\beta}\bigl((x \otimes y)\otimes z\bigr) = x \otimes (y \otimes z)\), and
\(\overline{\alpha} \circ \overline{\beta}\bigl((x \otimes y)\otimes z\bigr) = \overline{\alpha}\bigl(x \otimes (y \otimes z)\bigr) = (x \otimes y) \otimes z\).
Since both morphisms preserve arbitrary joins and the tensors generate the respective tensor products, we conclude that
\(\overline{\beta} \circ \overline{\alpha} = \mathrm{id}_{M \otimes_Q (N \otimes_R O)} \quad\text{and}\quad \overline{\alpha} \circ \overline{\beta} = \mathrm{id}_{(M \otimes_Q N)\otimes_R O}\).
Therefore, \(\overline{\alpha}\) is an isomorphism with inverse \(\overline{\beta}\). ◻
Proposition 6. \(E:=\operatorname{End}(\mm{})\) is a quantale and \(M\) is a \(Q\)-\(E\)-bimodule.
Proof. We note that \(\left\langle\operatorname{End}_Q(M), \bigvee \right\rangle\) is a sup-lattice, and \(\left\langle\operatorname{End}_Q(M), \cdot, \operatorname{id}_M \right\rangle\) is a monoid, where the product \(h\cdot g\) is the composition \(g\circ h\).
Let \(h \in \operatorname{End}_Q(M)\) and \(\{g_i\}_{i \in I} \subseteq \operatorname{End}_Q(M)\). Note that \[\begin{array}{l} \left(\left(\bigvee\limits_{i \in I} g_i\right)\cdot h\right)(x) = \\ = \left(h \circ \left(\bigvee\limits_{i \in I} g_i\right)\right) (x) = h\left(\left(\bigvee\limits_{i \in I} g_i\right)(x)\right) = \\ = h\left(\bigvee\limits_{i \in I} g_i(x)\right) = \bigvee\limits_{i \in I} h(g_i(x)) = \\ = \bigvee\limits_{i \in I} (h\circ g_i)(x) = \bigvee\limits_{i \in I} (g_i\cdot h)(x). \end{array}\] Similarly, we have \(\left( h\cdot\left(\bigvee_{i \in I} g_i\right)\right)(x) = \bigvee_{i \in I} (h\cdot g_i )(x)\), whence \(E=\operatorname{End}_Q(M)\) is a quantale.
Furthermore, we have that \(M\) is a right \(E\)-module. Indeed, taking \(xh = h(x)\), \(x \in M\), \(h \in E\), \[x(f\cdot g) = (f\cdot g)(x) = (g\circ f)(x) = g(f(x)) = f(x)g= (xf)g.\] We have also, for \(x \in M\), \(f \in E\), \(F \subseteq E\) and \(N \subseteq M\), \[x\left(\bigvee F\right) = \left(\bigvee F\right)(x) = \left(\bigvee_{f \in F} f \right)(x) = \bigvee_{f \in F} f(x) = \bigvee_{f \in F} xf\] and \[\left(\bigvee N\right)f = f\left(\bigvee N\right) = f\left(\bigvee_{x \in N} f \right)(x) = \bigvee_{x \in N} f(x) = \bigvee_{x \in N} xf.\] It is clear that \(x\operatorname{id}_E = \operatorname{id}_E(x) = x\). ◻
As we are going to see, projective generators of the categories of quantale modules play a prominent role in the characterization of Morita equivalent quantales. Projective modules have been characterized in [15]; in what follows, we shall characterize generators of the categories of quantale modules.
Lemma 1. For every endomorphism \(\alpha: \mm[Q]{} \rightarrow \mm[Q]{}\) of the left \(Q\)-module \(Q\) there exists \(r \in Q\) such that \(\alpha(q) = qr\) for all \(q \in Q\).
Proof. Indeed, if \(\alpha(1) := r \in Q\), then \(\alpha(x) = \alpha(x1) = x\alpha(1) = xr\), for any \(x \in Q\). ◻
Proposition 7. A \(Q\)-module \(\mm{}\) is projective if only if it is isomorphic to the image of some free module \(Q^X\) under an idempotent endomorphism. In particular, a cyclic \(Q\)-module \(M\) is projective if and only if it is isomorphic to \(Q \cdot u\) for some multiplicatively idempotent \(u \in Q\).
Proof. Follows readily from [15]. ◻
Let \(E:=\operatorname{End}(\mm{})\) be the quantale of all endomorphisms of a \(Q\)-module \(\mm{}\). So, considering endomorphisms of \(\mm{}\) operating on the right of \(\mm{}\), it’s easy to see that \(M\) becomes an \(Q\)-\(E\)-bimodule, i.e. \(\mm{E}\). We denote \(N = M^* := {}_{Q}{\mathcal{M}}(\mm{},\mm[Q]{})\) for the dual \(E\)-\(Q\)-bimodule \(N=M^*\) of the \(Q\)-\(E\)-bimodule \(M\), where the \(E\)-\(Q\)-bimodule structure on \(N\) is defined by the rule \[m(hfq) = ((mh)f)q\] for given \(m \in M\), \(h \in E\), \(f \in N\) and \(q \in Q\), where the elements of both \(E\) and \(N\) operate on the right of \(M\). In particular, we have \(m(fq) = (mf)q\) and \(m(hf) = (mh)f\) (by “\(MNQ\)-associativity” and “\(MEN\)-associativity”, respectively (see [30])). Here and in the sequel, the elements \(m, f, q, h\) (and \(m', f', q', h'\)) are in \(M, N, Q\) and \(E\), respectively. By means of the “\(MNM\)-associativity”, we also define the endomorphism \(fm \in E\) by \(m'(fm) = (m'f)m\) for any \(m \in M\) and \(f \in N\). Then, in the same way as it has been done in [30], one can show that \(fm\) is indeed an endomorphism of \(\mm{}\) and \((f'm)f = f'(mf)\) for any \(m \in M, f, f' \in N\) (“\(NMN\)-associativity”), as well as the following.
Lemma 2. The assignments \((m,f) \mapsto mf\) and \((f,m) \mapsto fm\) define the \((Q,Q)\)-homomorphism \(\alpha: M \otimes_E M^* \rightarrow Q\) and the \((E,E)\)-homomorphism \(\beta: M^* \otimes_Q M \rightarrow E\), respectively.
Proof. Let us define the operations
\[\begin{array}{ll} (h,f) \in E \times M^* \mapsto hf = f \circ h \in M^*, & \text{ and}\\ (f,q) \in M^* \times Q \mapsto fq \in M^*, & \text{ where }fq :x \in M \mapsto f(x)q \in Q. \end{array}\]
Next, we set \[\alpha': (m,f) \in M \times M^* \mapsto f(m) \in Q, \text{and show that it is a bimorphism.}\]
Indeed, since \(M\) is a right \(E\)-module, taking \(mh = h(m)\), \(m \in M\), \(h \in E\), we have \[\begin{array}{l} \alpha'(mh,f) = \alpha'(h(m),f) = f(h(m)) = f \circ h(m) = hf(m) = \alpha'(m,hf). \end{array}\] Furthermore, \[\begin{array}{l} \alpha'\left(\bigvee X,f\right) = f\left( \bigvee X\right) = \bigvee\limits_{x \in X} f(x) =\bigvee\limits_{x \in X} (\alpha'(x,f)) \text{ and }\\ \alpha'\left(x,\bigvee F\right) = \bigvee F (x) = \bigvee\limits_{f \in F} f(x) = \bigvee\limits_{f \in F} (\alpha'(x,f)). \end{array}\]
So, there exists a unique sup-lattice morphism \(\alpha:M \otimes M^* \to Q\) extending \(\alpha'\), where, for all \(m \in M\) and \(f \in M^*\), \((m\otimes f) \in M \otimes M^* \mapsto f(m) \in Q\).
Note also that \(\alpha\) is a \(Q\)-\(Q\)-homomorphism, because
\[\begin{array}{l} \alpha\left(q\left(\bigvee\limits_{i \in I}x_i\otimes f_i\right)\right) = \alpha\left(\bigvee\limits_{i \in I}qx_i\otimes f_i\right) = \bigvee\limits_{i \in I}\alpha(qx_i\otimes f_i) = \\ = \bigvee\limits_{i \in I}f_i(qx_i) = \bigvee\limits_{i \in I}qf_i(x_i) = q\bigvee\limits_{i \in I}f_i(x_i) = q \bigvee\limits_{i \in I}\alpha(x_i\otimes f_i) = \\ = q\alpha \left(\bigvee\limits_{i \in I}x_i\otimes f_i\right), \\ \text{and} \\ \alpha\left(\left(\bigvee\limits_{i \in I}x_i\otimes f_i\right)q\right) = \alpha\left(\bigvee\limits_{i \in I}x_i\otimes f_iq\right) = \bigvee\limits_{i \in I}\alpha(x_i\otimes f_iq) = \\ = \bigvee\limits_{i \in I}f_iq(x_i) = \bigvee\limits_{i \in I}f_i(x_i)q = \left(\bigvee\limits_{i \in I}f_i(x_i)\right)q = \left(\bigvee\limits_{i \in I}\alpha(x_i\otimes f_i)\right)q = \\ = \alpha \left(\bigvee\limits_{i \in I}(x_i\otimes f_i)\right)q. \end{array}\]
Now consider the map
\[\beta': (f,m) \in M^* \times M \mapsto fm \in E, \text{and show that it is a bimorphism.}\]
Indeed, since \(M^*\) is a right \(Q\)-module, taking \(fq = f(x)q\), \(x \in M\), \(q \in Q\), we have \[\begin{array}{l} \beta'(fq,m) = (fq)m = (f(x)q)m = f(x)(qm) = f\cdot(qm) = \beta'(f,qm). \end{array}\] Furthermore, \[\begin{array}{l} \beta'\left(\bigvee F,m\right) = \left(\bigvee F\right)m =\left(\bigvee\limits_{f \in F} f\right) m = \left(\bigvee\limits_{f \in F} fm\right) =\bigvee\limits_{f \in F} \beta'(f,m), \\ \text{and }\\ \\ \beta'\left(f,\bigvee Y\right) = f \bigvee Y = \bigvee\limits_{m \in Y} fm =\bigvee\limits_{m \in Y} \beta'(f,m). \end{array}\]
So, there exists a unique sup-lattice morphism \(\beta:M^* \otimes M \to E\) extending \(\beta'\), where, for all \(m \in M\) and \(f \in M^*\), \((f\otimes m) \in M^* \otimes M \mapsto fm \in E\).
We have also that \(\beta\) is a \(E\)-\(E\)-homomorphism, because
\[\begin{array}{l} \beta\left(h\left(\bigvee\limits_{i \in I}f_i\otimes m_i\right)\right)(x) = \beta\left(\bigvee\limits_{i \in I}hf_i\otimes m_i\right)(x) = \bigvee\limits_{i \in I}\beta(hf_i\otimes m_i)(x) =\\ = \bigvee\limits_{i \in I}(hf_i)(x)m_i =\bigvee\limits_{i \in I}(f_i\circ h)(x)m_i = \bigvee\limits_{i \in I}f_i (h(x))m_i = \\ = \bigvee\limits_{i \in I}\beta(f_i\otimes m_i)(h(x)) = \bigvee\limits_{i \in I}(\beta(f_i\otimes m_i)\circ h)(x) = \bigvee\limits_{i \in I}h\beta(f_i\otimes m_i)(x) = \\ = h \left(\bigvee\limits_{i \in I}\beta(f_i\otimes m_i)\right)(x) = h\beta \left(\bigvee\limits_{i \in I}f_i\otimes m_i\right)(x)\\ \text{and} \\ \beta\left(\left(\bigvee\limits_{i \in I}f_i\otimes m_i\right)h\right)(x) = \beta\left(\bigvee\limits_{i \in I}f_i\otimes m_ih\right)(x) = \bigvee\limits_{i \in I}\beta(f_i\otimes m_ih)(x) =\\ = \bigvee\limits_{i \in I}\beta(f_i\otimes h(m_i))(x) = \bigvee\limits_{i \in I}f_i(x)h(m_i) = \bigvee\limits_{i \in I}f_i(x)h(m_i) = \\ = \bigvee\limits_{i \in I}h(f_i(x)(m_i)) = \left(\bigvee\limits_{i \in I}h(\beta(f_i\otimes m_i))(x)\right) = \left(\bigvee\limits_{i \in I}h \circ (\beta f_i\otimes m_i))(x)\right) = \\ = \left(\bigvee\limits_{i \in I}(\beta(f_i\otimes m_i)h)(x)\right) = \left(\beta\left(\bigvee\limits_{i \in I}(f_i\otimes m_i)\right)h\right)(x). \end{array}\] ◻
Let us now consider the dual left \(Q\)-module of a free left module \(\mm[Q^n][Q]{}\) and consider the standard generating set \(\{e_1, \ldots, e_n\}\) of \(\mm[Q^n][Q]{}\), namely the set of \(n\)-tuples \(e_i\), \(i= 1, \ldots, n\), with all components equals to \(\bot\) except for the \(i\)-th, which is equal to \(1\). Now let, for all \(i = 1, \ldots, n\), \(e_i^{*} \in (\mm[Q^n][Q]{})^{*} = {}_{Q}{\mathcal{M}}(\mm[Q^n][Q]{},\mm[Q][Q]{})\) be defined by \[e_j e_i^{*} := \begin{cases} 1, & \text{if } i = j, \\ \bot, & \text{if } i \neq j. \end{cases}\] It is easy to see that \(\{e_1^{*}, \ldots, e_n^{*}\}\) is a minimal generating set for \((\mm[Q^n][Q]{})^{*}\), called (with a slght abuse) a dual basis, of \((\mm[Q^n][Q]{})^{*}\).
Furthermore, it is easy to see that an analogous definition can be given for the right dual \(Q\)-module \((\mm[Q^n][Q]{})^{*}\).
Proposition 8. Let \(\mm{}\) be a left \(Q\)-module, and let us consider its dual module \(M^*:={}_{Q}{\mathcal{M}}(M,Q)\) and the quantale \(E:=\operatorname{End}(\mm{})\). The following are equivalent.
(a) \(M\) is projective;
(b) \(\beta\) is an isomorphism;
(c) \(\beta\) is a surjective homomorphism.
Proof. \((a) \Rightarrow (b)\)
Let \(M\) be a projective module, and let us identify \(M\) with its isomorphic submodule of some free module \(\mm[Q^I][Q]{}\), according to Proposition 7. Then there exists an endomorphism \(e: \mm[Q^I][Q]{} \rightarrow \mm[Q^I][Q]{}\) such that the restriction of \(e\) to the submodule \(M\) is the identity, i. e. \(me=m, \forall m\). Let \(\overline{e_i^*}\) be the restriction to \(M\) of the composition \(\mm[Q^I][Q]{} \stackrel{e}{\longrightarrow} \mm[Q^I][Q]{} \stackrel{e_i^*}{\longrightarrow} \mm[Q][Q]{}\), for each \(i \in I\). It is clear that \(x=\bigvee(xe_i^*)e_i\) for any element \(x=\bigvee x_ie_i \in \mm[Q^I][Q]{}\), hence, applying the “MEM-associativity”, one has \(m=me=\bigvee(mee_i^*)e_ie=\bigvee(m\overline{e_i^*})(e_ie)=\bigvee m\overline{e_i^*}(e_ie)=m \bigvee\overline{e_i^*}(e_ie)\) \(\forall m \in M\), with \(e_ie \in M\). Therefore \(\bigvee\overline{e_i^*}(e_ie)=\beta(\bigvee\overline{e_i^*}\otimes(e_ie))=1_M \in E\), and, since \(\beta\) in an \((E,E)\)-homomorphism, \(\beta\) is a surjection.
Suppose now that \[\beta\left(\bigvee\limits_{i,j \in I} e_i^*a_i\otimes b_je_j\right) = \beta\left(\bigvee\limits_{i,j \in I} e_i^*a_i'\otimes b_j'e_j\right),a_i, a_i',b_j, b_j' \in Q.\] Then, for any \(e_i\), we have \[\begin{array}{l} a_i\bigvee\limits_{j \in I} b_je_j = \bigvee\limits_{j \in I} a_i b_je_j = \bigvee\limits_{j \in I} e_ie_i^*a_i b_je_j = e_i\beta\left(\bigvee\limits_{i,j \in I} e_i^*\otimes a_i b_je_j\right) = \\ e_i\beta\left(\bigvee\limits_{i,j \in I} e_i^*a_i\otimes b_je_j\right) = e_i\beta\left(\bigvee\limits_{i,j \in I} e_i^*a_i'\otimes b_j'e_j\right) = \\ = e_i\beta\left(\bigvee\limits_{i,j \in I} e_i^*\otimes a_i' b_j'e_j\right) =\bigvee\limits_{j \in I} e_ie_i^*a_i' b_j'e_j = \bigvee\limits_{j \in I} a_i' b_j'e_j = a_i'\bigvee\limits_{j \in I} b_j'e_j. \end{array}\] Therefore, \[\begin{array}{l} \bigvee\limits_{i,j \in I} e_i^*a_i\otimes b_je_j = \bigvee\limits_{i,j \in I} e_i^*\otimes a_i b_je_j = \bigvee\limits_{i\in I} e_i^*\left(a_i \bigvee_{j \in I} b_je_j\right) = \\ = \bigvee\limits_{i\in I} e_i^*\left(a_i' \bigvee_{j \in I} b_j'e_j\right) = \bigvee\limits_{i,j \in I} e_i^*\otimes a_i' b_j'e_j = \bigvee\limits_{i,j \in I} e_i^*a_i'\otimes b_j'e_j, \end{array}\] i.e. \(\beta\) is injective. Therefore, \(\beta\) is an isomorphism.
\((b) \Rightarrow (c)\) is obvious.
\((c) \Rightarrow (a)\)
Suppose that there are \(n_i \in M^*\) and \(m_j \in M\) \(i \in I\) such that \(\bigvee n_im_i = \beta\left(\bigvee\limits_{i \in I} n_i\otimes m_i\right) = 1_M \in E\).
Then, for the surjection
and the injection \(\mu: \mm{}\longrightarrow \mm[Q^I][Q]{}\), defined by the assignments \(e_i \mapsto m_i\), and \(m \mapsto \bigvee mn_ie_i\), respectively, we get that \(\theta \mu = 1_M\). So \(M\) is a retract of a free module, therefore projective. ◻
Definition 2. An object \(S\) of a category \(\mathcal{C}\) is called a separator if for every pair of morphisms \(f,g:X \rightarrow Y \in \mathcal{C}\), if \(f\circ e=g\circ e\) for every morphism \(e:S\rightarrow X\), then \(f=g\), or equivalently, if \(f \neq g\), then there is a morphism \(e:S\rightarrow X\) such that \(f\circ e \neq g\circ e\).
Definition 3. A \(Q\)-module \(M\) is said to be a generator for \({}_{Q}{\mathcal{M}}\) if the free module \(Q\) is a retract of \(M^I\) for some set \(I\).
Definition 4. The trace of a \(Q\)-module \(M\) is defined as \[\operatorname{tr}(M) :=\left\langle\bigcup\limits_{f \in M^*}fM\right\rangle.\]
Proposition 9. Let \(Q\) be a quantale and \(M\) a \(Q\)-module. Then \(\operatorname{tr}(M) = Q\) if only if \(M\) is a generator for \({}_{Q}{\mathcal{M}}\).
Proof.
Let \(\operatorname{tr}(M) = Q\), i.e., \(Q=\left\langle f M: f \in M^* \right\rangle\), and let \(g: M^{M^*} \to Q\) be the morphism which makes, for each \(f \in M^*\), the following diagram commute: \[\begin{tikzcd} {M^{M^*}} \arrow[rrd, "g"] & & \\ & & {Q} \\ {M} \arrow[rru, "f"'] \arrow[uu, "\alpha_f", hook'] & & \end{tikzcd}.\] Note that \(g((x_i)_{i\in I}) = \bigvee_{i\in I}g_i(x_i)\), for all \((x_i)_{i \in I} \in M^I\).
Since \(\operatorname{tr}(M) = Q\), \(\forall q \in Q\), \(\exists \{x_i\}_{i\in I} \in M^I\) and \(\exists \{q_i\}_{i\in I} \in Q^I\) such that \(q_ig_i(x_i)=q\). Furthermore, \(\forall q \in Q\), \(\exists S \subseteq \bigcup\limits_{i\in I} g_i M\) and \(\exists \{q_x\}_{x\in S} \subseteq Q\) such that \(\bigvee\limits_{x\in S}q_xx=q\). We also have that \(\forall x \in S\), \(\exists y_x \in M\) such that \(x=g_i(y_x)\).
So \(q=\bigvee\limits_{x\in S}q_xx=\bigvee\limits_{x\in S}q_xg_i(y_x)=\bigvee\limits_{x\in S}q_xg\alpha_i(y_x)= g\left(\bigvee\limits_{x\in S}q_x\alpha_i(y_x)\right)\). Therefore \(g\) is a surjection.
Let \(f:q\in Q \mapsto q.g_*(1) \in M^I\). Thus, \(\forall q\in Q, \;gf(q)=qgf(1)=qgg_*(1)=q.1=q\), i. e., \(f\) is a right inverse for \(g\) and, therefore, \(Q\) is a retract of \(M^I\).
On the other hand, suppose \(Q\) is a retract of \(M^I\), with
being the retraction. We already know that \(\operatorname{tr}(M) \leq Q\). We have that, with \(\beta_i=\beta \circ \mu_i\), for each \(i \in I\), the following diagram commutes: \[\begin{tikzcd} {M^{I}} \arrow[rrd, "\beta", two heads] & & \\ & & {Q} \\ {M} \arrow[rru, "\beta_i"'] \arrow[uu, "\mu_i", hook'] & & \end{tikzcd}.\]
So \(\forall (x_i)_{i \in I}, \, \beta ((x_i)_{i \in I}) = \bigvee \limits_{i \in I} \beta_i (x_i)\), and we have that \(\beta\) is a surjection. Since \(\bigcup\limits_{i \in I}\beta_i[M] \subseteq \bigcup\limits_{\alpha \in M^*}\alpha[M]\), then \(Q=\left\langle\bigcup\limits_{i \in I}\beta_i[M]\right\rangle \subseteq \operatorname{tr}(M)\). Therefore \(\operatorname{tr}(M) = Q\).
◻
In the case of rings, the definitions of generator and separator are equivalent. For the case of quantales we have one of the implications, given by the following proposition.
Proposition 10. Let \(Q\) be a quantale and \(\mm{}\) a \(Q\)-module. If \(\mm{}\) is a generator for \({}_{Q}{\mathcal{M}}\), then it is a separator.
Proof. Since \(M\) is a generator, by Proposition 9, \(Q\) is a retract of \(M^I\), for some set \(I\). Let
be the retraction, and consider the canonical embedding \(\alpha_i: M \hookrightarrow M^I\). Let \(N\) and \(P\) be left \(Q\)-modules, and let \(f\) and \(g\) be different morphisms from \(N\) to \(P\). Then there exists \(y \in N\) such that \(f(y)\neq g(y)\); let us define the \(Q\)-module morphism \(h: q \in Q \mapsto qy \in N\). Note that \(fh\neq gh: Q \rightarrow P\), since \(fh(1)=f(y)\neq g(y)=gh(1)\). Hence, \(fh\beta ((x_i)_{i \in I})=fh(1)=f(y)\neq g(y)=gh(1)=gh\beta ((x_i)_{i \in I})\) for every family \((x_i)_{i\in I} \in \beta^{-1}(1)\), and therefore \(fh\beta \neq gh\beta: M^I\rightarrow P\).
On the other hand, for all \((x_i)_{i \in I} \in M^I\), \((x_i)_{i \in I} = \bigvee_{i \in I} \alpha_i(x_i)\), so \[\bigvee_{i\in I}fh\beta \alpha_i(x_i)\neq \bigvee_{i\in I}gh\beta \alpha_i(x_i),\] which implies that there exists \(i \in I\) such that \(fh\beta \alpha_i(x_i)\neq gh\beta \alpha_i(x_i)\). Then, \(fh\beta \alpha_i \neq gh\beta \alpha_i: M \rightarrow P\). ◻
Proposition 11. A left \(Q\)-module \(\mm{}\) is a generator for \({}_{Q}{\mathcal{M}}\) iff the \((Q,Q)\)-homomorphism \(\alpha: M \otimes_E M^* \rightarrow Q\) is a surjection. Moreover, if \(\alpha\) is a surjection, then it is an isomorphism.
Proof. The first affirmation follows from the definition of \(\alpha\) and the Proposition 9. For the second statement, suppose that \(\alpha\) is a surjection, and let us show that it is an injection too. So, let \[\bigvee_{i \in I}f_i(x_i) = \alpha \left(\bigvee_{i \in I}x_i\otimes f_i\right) = \alpha \left(\bigvee_{j \in j}x_j'\otimes f_j'\right) = \bigvee_{j \in J}f_j'(x_j'),\] and \[\alpha \left(\bigvee_{k \in K}x_k''\otimes f_k''\right) = \bigvee_{k \in K}f_k(x_k) = \operatorname{id}_Q,\] for some sets \(I\), \(J\) and \(K\).
So, using the \(MNM\)-associativity and the \(NMN\)-associativity, we have \[\begin{array}{l} \bigvee\limits_{i \in I}x_i\otimes f_i = \bigvee\limits_{i \in I}\left(\bigvee\limits_{k \in K}(x''_kf''_k)x_i\right)\otimes f_i = \bigvee\limits_{k \in K}\left(\bigvee\limits_{i \in I}(x''_kf''_k)x_i\otimes f_i\right) = \\ = \bigvee\limits_{k \in K}\left(\bigvee\limits_{i \in I}x''_k(f''_kx_i)\otimes f_i\right) = \bigvee\limits_{k \in K}\left(\bigvee\limits_{i \in I}x''_k\otimes(f''_kx_i)f_i\right) = \\ = \bigvee\limits_{k \in K}\left(\bigvee\limits_{i \in I}x''_k\otimes f''_k\cdot(x_if_i)\right) = \bigvee\limits_{k \in K}\left(x''_k\otimes f''_k\bigvee\limits_{i \in I}x_if_i\right) = \\ = \bigvee\limits_{k \in K}\left(x''_k\otimes f''_k\bigvee\limits_{j \in J}x'_jf'_j\right) = \bigvee\limits_{k \in K}\left(\bigvee\limits_{j \in J}x''_k\otimes f''_k\cdot(x'_jf'_j)\right) = \\ =\bigvee\limits_{k \in K}\left(\bigvee\limits_{j \in J}x''_k\otimes(f''_kx'_j)f'_j\right) = \bigvee\limits_{k \in K}\left(\bigvee\limits_{j \in J}x''_k(f''_kx'_j)\otimes f'_j)\right) = \\ = \bigvee\limits_{k \in K}\left(\bigvee\limits_{j \in J}(x''_kf''_k)x'_j\otimes f'_j\right) = \bigvee\limits_{j \in J}\left(\bigvee\limits_{k \in K}\left((x''_kf''_k)x'_j\right)\otimes f'_j\right) = \\ = \bigvee\limits_{j \in J}x'_j\otimes f'_j. \end{array}\] ◻
Definition 5. A \(Q\)-module \(\mm{}\) is said to be a sec:progenerator for the category \({}_{Q}{\mathcal{M}}\) if it is a projective generator.
Joining the Propositions 8 and 11, we get the following important result:
Theorem 12. A \(Q\)-module \(\mm{}\) is a progenerator iff the homomorphisms \(\alpha: M \otimes_E M^* \rightarrow Q\) and \(\beta: M^* \otimes_Q M \rightarrow E\) are bimodule isomorphisms.
Proposition 13. Let \(\mm{}\) be a progenerator for \({}_{Q}{\mathcal{M}}\). Then:
(i) \(N = M^* := {}_{Q}{\mathcal{M}}(\mm{},\mm[Q]{}) \cong {\mathcal{M}}_{E}(M_E,E_E)\) as \(E\)-\(Q\)-bimodules.
(ii) \(M \cong {}_{E}{\mathcal{M}}({}_{E}N,{}_{E}E)\) as \(Q\)-\(E\)-bimodules.
(iii) \(Q \cong \operatorname{End}(M_E) \cong \operatorname{End}({}_{E}N)\) as quantales.
(iv) \(M \cong {\mathcal{M}}_{Q}(N_Q,Q_Q)\) as \(Q\)-\(E\)-modules.
(v) \(E \cong \operatorname{End}(N_Q)\) as quantales.
Proof.
(i) By associating, to each \(f \in M^*\), the \(E\)-homomorphism \(\lambda(f) \in {\mathcal{M}}_{E}(M_E,E_E)\), defined by \(\lambda(f)(m) = fm \in E\), \(\forall m \in M\), we get the map \(\lambda: M^* \rightarrow {\mathcal{M}}_{E}(M_E,E_E)\). We shall prove that \(\lambda\) is an \(E\)-\(Q\)-module isomorphism.
First, we note that NME-associativity implies that
$\lambda(f) \in {\mathcal{M}}_{E}(M_E,E_E)$, while ENM-associativity
and NMQ-associativity guarantee that $\lambda$ is an
$E$-$Q$-bimodule homomorphism.
Since $M$ is a generator for ${}_{Q}{\mathcal{M}}$, like in
Proposition [11](#alphaiso){reference-type="ref"
reference="alphaiso"}, there exists a set $K$,
$\{x_k\}_{k \in K} \subseteq M$, and $\{f_k\}_{k \in K} \subseteq N$
such that $\bigvee_{k \in K}x_kf_k = \operatorname{id}_Q$. So,
suppose $\lambda(f)(m) = fm = f'm = \lambda(f')(m)$ for some
$f, f' \in Q$ and all $m \in M$. Then, using the NMN-associativity,
we have
$$\begin{array}{l} f = f\operatorname{id}_Q = f\bigvee\limits_{k \in K}x_kf_k = \bigvee\limits_{k \in K}f\cdot (x_kf_k) = \bigvee\limits_{k \in K}(fx_k)f_k = \\
= \bigvee\limits_{k \in K}(f'x_k)f_k= \bigvee\limits_{k \in K}f'\cdot(x_kf_k) = f'\bigvee\limits_{k \in K}x_kf_k = f',
\end{array}$$ which proves that $\lambda$ is injective. In order to
show that it is also surjective, let us consider a homomorphism
$f \in {\mathcal{M}}_{E}(M_E,E_E)$ and an $m \in M$. Using the
MNM-associativity and the ENM-associativity, we have
$$\begin{array}{l}
f(m) = f\left(\left(\bigvee\limits_{k \in K}x_kf_k\right)m\right) = f\left(\bigvee\limits_{k \in K}(x_kf_k)m\right) = f\left(\bigvee\limits_{k \in K}x_k(f_km)\right) =\\
= \bigvee\limits_{k \in K}f(x_k)\cdot(f_km) = \bigvee\limits_{k \in K}(f(x_k)f_k)m= \lambda\left(\bigvee\limits_{k \in K}(f(x_k)f_k)\right)(m).
\end{array}$$
(ii) It can be proved in a similar way to the previous one.
(iii) Consider the quantale homomorphisms \(\sigma: Q \rightarrow \operatorname{End}(M_E)\) and \(\tau: Q \rightarrow \operatorname{End}({}_{E}N)\), defined by \(\sigma(q)(m) = qm\) and \(\tau(q)(f) = fq\) for any \(q \in Q\), \(m \in M\) and \(f \in N\). In the same way as in (i), we show that \(\sigma\) is injective. Indeed, using the QMN-associativity, suppose that \(qm = \sigma(q)(m) = \sigma(q')(m) = q'm\), for some \(q, q' \in Q\), \(m \in M\). Then \[\begin{array}{l} q = q\operatorname{id}_Q = q\bigvee\limits_{k \in K}x_kf_k = \bigvee\limits_{k \in K}q\cdot(x_kf_k) = \bigvee\limits_{k \in K}(qx_k)f_k = \bigvee\limits_{k \in K}(q'x_k)f_k = \\ = \bigvee\limits_{k \in K}q'(x_kf_k) = q'\bigvee\limits_{k \in K}x_kf_k = q'.\end{array}\] Furthermore, just like in (i), we can show that \(\sigma\left(\bigvee_{k \in K}f(x_k)f_k\right) = f\) for any \(f \in \operatorname{End}(M_E)\), so \(\sigma\) is also surjective and, therefore, an isomorphism. The proof of the fact that also \(\tau\) is an isomorphism is completely analogous.
The proofs of (iv) and (v) are totally similar to ones of (i) and (iii), respectively, using only the fact that by Proposition 8 there exist a finite set \(K\), \(\{x_k\}_{k \in K} \subseteq M\), and \(\{f_k\}_{k \in K} \subseteq N\), such that \(\bigvee_{k \in K}f_kx_k = \operatorname{id}_R\). ◻
Corollary 1. Let \(\mm{}\) be a progenerator for \({}_{Q}{\mathcal{M}}\). Then \(M_E\), \(N_Q\) and \({}_{E}N\) are also progenerators for \({\mathcal{M}}_{E}\), \({\mathcal{M}}_{Q}\) and \({}_{E}{\mathcal{M}}\), respectively, and \(\alpha\) and \(\beta\) are isomorphisms.
Proof. For \({}_{E}N\), by (ii) and (iii) of the previous proposition, we have \(M \cong {}_{E}{\mathcal{M}}({}_{E}N,{}_{E}E)\) and \(Q \cong \operatorname{End}({}_{E}N)\). Therefore, considering that \(\alpha\) and \(\beta\) are surjections and applying Propositions 8 and 11 to the module \({}_{E}N\), it follows that \({}_{E}N\) is a progenerator for \({}_{E}{\mathcal{M}}\). The proofs for the other cases are analogous. ◻
To present the concept of Morita equivalence we need to recall some general categorical notions in the setting of module categories over quantales. A pair of homomorphisms \(\alpha,\beta: A \rightarrow B\) in a category of right Q-module \({\mathcal{M}}_{Q}\) is called a kernel pair of a homomorphism \(\gamma : B \rightarrow C\) in \({\mathcal{M}}_{Q}\), \((\alpha,\beta) = \operatorname{kerp}(\gamma)\), if the commutative square
\[\label{absinterdiag} \xymatrix{ A \ar[r]^{\alpha} \ar[d]_{\beta} & B \ar[d]^\gamma &\\B \ar[r]_{\gamma} & C \\ }\tag{2}\] is a pullback. An equalizer \((E,\mu)\) of the kernel pair \((\alpha,\beta)\) is a morphism \(\mu : E \rightarrow A\) such that (i) \(\alpha \mu = \beta \mu\), and (ii) for every homomorphism \(\nu : Y \rightarrow A\) with \(\alpha\nu = \beta\nu\), there exists exactly one homomorphism \(\omega : Y \rightarrow E\) such that \(\nu=\mu\omega\).
A homomorphism \(\gamma : B \rightarrow C\) is called a coequalizer of a pair of morphisms \(\alpha,\beta: A \rightarrow B\) in \({\mathcal{M}}_{Q}\), \(\gamma = \operatorname{coeq}(\alpha,\beta)\), if \(\gamma\alpha = \gamma\beta\), and for every homomorphism \(\eta : B \rightarrow D\) with \(\eta\alpha = \eta\beta\), there exists exactly one homomorphism \(\delta : C \rightarrow D\) such that \(\eta=\delta\gamma\). A diagram \(\begin{tikzcd} {A} \arrow[r, "\alpha", shift right=-1] \arrow[r, "\beta"', shift right=1] & {B} \stackrel{\gamma}{\longrightarrow} C \end{tikzcd}\) is called left exact (respectively, right exact) if \((\alpha,\beta) = \operatorname{kerp}(\gamma)\) (resp., \(\gamma = \operatorname{coeq}(\alpha,\beta)\)), and exact if it is left and right exact simultaneously. A functor \(F : {\mathcal{M}}_{Q}\rightarrow {\mathcal{M}}_{R}\) between the module categories \({\mathcal{M}}_{Q}\) and \({\mathcal{M}}_{R}\) is said to be left continuous (exact), right continuous (exact), and continuous (exact) if it preserves left exact, right exact, and exact diagrams, respectively.
The following two characterizations are, respectively, 7.4.2 and 8.4.2 of [31].
Proposition 14. A category \(\mathcal{C}\) is complete if and only if it possesses equalizers and products. It is cocomplete if and only if it has coequalizers and coproducts.
Proposition 15. The category \({\mathcal{M}}_{Q}{}\) is complete and cocomplete.
Proof. By [16], \({\mathcal{M}}_{Q}{}\) has products and coproducts, hence, by Proposition 14, it is enough show that the category it also has equalizers and coequalizers.
So, let \(f\) and \(g\) be morphisms from \(M\) to another module \(N\) and let \(A = \{x \in M: f(x)=g(x)\}\), which is easily seen to be a submodule of \(M\). The diagram
shows that the inclusion morphism \(e\) is equalizer of \((f,g)\). Indeed, by the definition of \(A\), we have \(f e = g e\). If \(e':A' \rightarrow M\) is a homomorphism such that \(f e' = g e'\), then the image of \(e'\) is contained in \(A\), hence the same morphism \(e'': y \in A' \mapsto e'(y) \in A\) is the unique homomorphism such that \(e' = e e''\).
For the coequalizer, in the diagram
let us consider the congruence \(\vartheta = \langle(f(x),g(x)): x \in M\rangle\), and let \(B=N/\vartheta\) and \(c\) be the canonical projection. Given any homomorphism \(c':N \rightarrow B'\) such that \(c' f = c' g\), we get \(\vartheta = \ker c \subseteq \ker c'\), hence there exists a unique homomorphism \(d:B \rightarrow B'\) such that \(c' = d c\). ◻
Theorem 16. For a functor \(F : {\mathcal{M}}_{Q}\rightarrow {\mathcal{M}}_{R}\) the following statements are equivalent:
(a) \(F\) has a right adjoint;
(b) \(F\) is right continuous and preserves coproducts;
(c) There exists (unique up to natural isomorphism) a \(Q\)–\(R\)-bimodule \(M \in {}_{Q}{\mathcal{M}}_R\) such that the functors \(-\otimes_Q M : {\mathcal{M}}_{Q}\rightarrow {\mathcal{M}}_{R}\) and \(F\) are naturally isomorphic, i.e. \(F \cong -\otimes_Q M\).
Proof. The implication \((a) \Rightarrow (b)\) follows from [32], and \((c) \Rightarrow (a)\) follows from Proposition 4.
For \((b) \Rightarrow (c)\), let \(P := F(Q) \in {\mathcal{M}}_{R}{}\), then the functor \(F\) induces a quantale homomorphism \(Q \cong {\mathcal{M}}_{Q}{}(Q,Q) \rightarrow {\mathcal{M}}_{R}{}(F(Q),F(Q))={\mathcal{M}}_{R}{}(P,P)\), which turns \(P\) a \(Q\)-\(R\)-bimodule, i.e. \(P \in {}_{Q}{\mathcal{M}}{}_R\). Let \(M \in {}_{Q}{\mathcal{M}}{}\) be an arbitrary module and a surjection \(\gamma: Q^I \twoheadrightarrow M\) for some free module \(Q^I \in {\mathcal{M}}_{Q}{}\). Since any surjective homomorphism in \({\mathcal{M}}_{Q}\) is a coequalizer of some pair of homomorphisms, let \(\alpha,\beta:A \rightarrow Q^I\) be such that \(\gamma=\operatorname{coeq}(\alpha,\beta)\), and therefore, for some surjection \(\theta:Q^J \twoheadrightarrow A\) there is a right exact diagram \[\begin{tikzcd} {Q^J} \arrow[r, "\alpha\theta", shift right=-1] \arrow[r, "\beta\theta"', shift right=1] & {Q^I} \stackrel{\gamma}{\twoheadrightarrow} M. \end{tikzcd}\] Applying the functors \(-\otimes_Q P\) and \(F\) to this diagram, we obtain the following commutative diagram in \({\mathcal{M}}_{R}{}\) \[\begin{tikzcd} {P^J}\arrow[transform canvas={xshift=0.3ex},-]{d} \arrow[transform canvas={xshift=-0.4ex},-]{d} \arrow[r, shift right=-1] \arrow[r, shift right=1] & {P^I} \arrow[transform canvas={xshift=0.3ex},-]{d} \arrow[transform canvas={xshift=-0.4ex},-]{d}\arrow[r, shift right=0] & M\otimes_Q P \\ {(F(Q))^J} \arrow[r, shift right=-1] \arrow[r, shift right=1] & (F(Q))^I \arrow[r, shift right=0] & {F(M)}\\ \end{tikzcd},\] in which both rows are right exact diagrams. Then there exists an isomorphism between \(M\otimes_Q P\) and \(F(M)\) which completes the diagram above, and it can easily be verified to be a natural one in \(M \in {}_{Q}{\mathcal{M}}\). Hence, \(F \cong -\otimes_Q P\). ◻
Lemma 3. An epimorphism \(\theta\) in \({\mathcal{M}}_{Q}\) is a surjection iff \(\theta = \operatorname{coeq}(\operatorname{kerp}(\theta))\).
Proof. This follows from the observations that in \({\mathcal{M}}_{Q}{}\) any equalizer is a surjection and any surjection is coequalizer of some pair of homomorphisms, and from [33]. ◻
Definition 6. Two quantales \(Q\) and \(R\) are said to be Morita equivalent (in symbols: \(Q\approx R\)) iff there is an equivalence of the category of (left) modules over \(Q\), \({}_{Q}{\mathcal{M}}\), and the category of (left) modules over \(R\), \({}_{R}{\mathcal{M}}\). It can be shown that the left module categories \({}_{Q}{\mathcal{M}}\) and \({}_{R}{\mathcal{M}}\) are equivalent if and only if the right module categories \({\mathcal{M}}_{Q}\) and \({\mathcal{M}}_{R}\) are equivalent.
Proposition 17. Let
be a Morita equivalence between \(Q\) and \(R\), i.e. \(Q\approx R\). The following hold:
(i) If \(\theta\) a surjection in \({\mathcal{M}}_{Q}\), then \(F(\theta)\) is a surjection in \({\mathcal{M}}_{R}\)
(ii) If \(M\) is a generator for \({\mathcal{M}}_{Q}\), then \(F(M)\) is a generator for \({\mathcal{M}}_{R}\).
(iii) If \(P \in {\mathcal{M}}_{Q}\) is projective, then \(F(P) \in {\mathcal{M}}_{R}\) is projective too.
Proof. By [32], \(F \dashv G\) and \(G \dashv F\), i.e. the functor \(F\) is both left and right adjoint to \(G\). Then, by of [32] and its dual, \(F\) preserves limits and colimits, and hence the (i) follows from the previous lemma.
Items (ii) and (iii) are obvious because being a generator and projectivity are categorical properties, hence they are preserved by equivalences. ◻
Corollary 2. A Morita equivalence between two quantales preserves projective generators.
Lemma 4. Let \(R\) be a \(R\)-\(R\)-bimodule and \(M\) a \(Q\)-\(R\)-bimodule such that \(R\) and \(\operatorname{End}(\mm{})\) are isomorphic as \(R\)-\(R\)-bimodules. Then \(R\) and \(\operatorname{End}(\mm{})\) are isomorphic as quantales.
Proof. Let \(\alpha: R \rightarrow \operatorname{End}(\mm[P]{})\) be an isomorphism between the \(R\)-\(R\)-bimodules \(R\) and \(\operatorname{End}(\mm[P]{})\).
Then there exist \(r_1 \in R\) and \(f_1 \in \operatorname{End}(\mm[P]{})\) such that \(\alpha(r_1) = \operatorname{id}_P\) and \(\alpha(1_R) = f_1\), and they are uniquely determined. So, for all \(r \in R\), we have \[\label{alphar} \alpha(r) = \alpha(1_R\cdot r) = \alpha(1_R) \cdot r = f_1\cdot r = f_1 \circ \hat{r} = \hat{r} f_1,\tag{3}\] where \(\hat{r}: x \mapsto x\cdot r\) is an element of \(\operatorname{End}(\mm[P]{})\). Let \(h: r \in R \mapsto \hat{r} \in \operatorname{End}(\mm[P]{})\). \(h\) is obviously a surjective quantale homomorphism. In order to prove injectivity, let \(r, s \in R\) be such that \(h(r) = h(s)\). Then, by (3 ), we have \(\alpha(r) = \hat{r} f_1 = h(r) f_1 = h(s) f_1 = \hat{s} f_1 = \alpha(s)\), but \(\alpha\) is bijective, and therefore such equalities imply \(r = s\). ◻
Proposition 18. Let \(\alpha' : P \otimes_R G \rightarrow Q\) and \(\beta' : G \otimes_Q P \rightarrow R\) be a \(Q\)-\(Q\)-isomorphism and an \(R\)-\(R\)-isomorphism respectively, for bimodules \(P \in {}_{Q}{\mathcal{M}}_R\) and \(G \in {}_{R}{\mathcal{M}}_Q\) over quantales \(Q\) and \(R\). Then the left module \(\mm[P]{}\) is a progenerator for the category of left modules \({}_{Q}{\mathcal{M}}\), and there are quantale isomorphisms \(R \cong \operatorname{End}(\mm[P]{})\) and \(Q \cong \operatorname{End}(P_R)\), as well as an \(R\)-\(Q\)-isomorphism \(G \cong P^* = {}_{Q}{\mathcal{M}}(\mm[P]{},\mm[Q]{})\) between the \(R\)-\(Q\)-bimodules \(G\) and \(P^*\).
Proof. Applying \[{}_{Q}{\mathcal{M}}_Q(P \otimes_R G, Q) \cong {}_{R}{\mathcal{M}}_Q(G,P^*)\] from proposition 4, we have the \(R\)-\(Q\)-module homomorphism \(\gamma : {}_RG_Q \to {}_RP^*_Q\), defined by \(p(\gamma(g)) = \alpha'(p \otimes g).\)
Then, applying Proposition 11 to the commutative diagram
\[\begin{tikzcd}[column sep=large] P \otimes_R G \arrow[d, "\alpha'"'] \arrow[r, "1_P \otimes \gamma"] & P \otimes_R P^* \arrow[d, "\alpha"] \\ Q \arrow[r, phantom, "\scriptstyle ="] & Q \end{tikzcd}\]
we obtain that \(\mm[P]{}\) is a generator for \({}_{Q}{\mathcal{M}}\) and \(\alpha\) is an isomorphism. Furthermore, applying the functor \(G \otimes_Q -\) to this diagram and taking into consideration Proposition 5 and the fact that \(\beta' : G \otimes_Q P \to R\) is an isomorphism, we get that \(\gamma\) is an isomorphism too. Applying again the functor \(G \otimes_Q -\) to the commutative diagram
\[\begin{tikzcd} (P \otimes_R P^*) \otimes_Q P \arrow[r, "1_P \otimes \beta"] \arrow[d, "\alpha \otimes 1_P"'] & P \otimes_R R \arrow[d, "\cong"] \\ Q \otimes_Q P \arrow[r, "\scalebox{0.9}{\cong}"', shorten <=14pt, shorten >=14pt] & P \end{tikzcd}\] and using Proposition 5 and the fact that \(\beta' : G \otimes_Q P \to R\) is an isomorphism, we get that also \(\beta : P^* \otimes_Q P \to R\) is an isomorphism, and therefore, by Theorem 12, \(\mm[P]{}\) is a progenerator for \({}_{Q}{\mathcal{M}}\). Now, applying the functor \(P \otimes_R -\) to the \(R\)-\(R\)-module \(\operatorname{End}(G \otimes_Q P)\), and using Proposition 5 and the isomorphism \(\beta' : G \otimes_Q P \to R\), as well as applying the functor \(P \otimes_R (G \otimes_Q -)\) to the \(R\)-\(R\)-module \(\operatorname{End}(\mm[P]{})\) and again using Proposition 5 and the isomorphism \(\alpha' : P \otimes_R G \to Q\), one readily sees that the \(R\)-\(R\)-modules \((G \otimes_Q P)\) and \(\operatorname{End}(\mm[P]{})\) are isomorphic. From the latter, applying Lemma 4 and the \(R\)-\(R\)-isomorphism \(\beta': G \otimes_Q P \to R\), we have that \(R \cong \operatorname{End}(\mm[P]{})\) as quantales, and therefore, identifying the quantales \(R\) and \(\operatorname{End}(\mm[P]{})\), and using Proposition 13, we conclude that \(Q \cong \operatorname{End}(P_R)\) as quantales, too. ◻
Corollary 3. Let \(Q, R\), and \(S\) be quantales, \(\mm[P]{}\) be a progenerator for \({}_{Q}{\mathcal{M}}{}\) such that the quantales \(R\) and \(\operatorname{End}(\mm[P]{})\) are isomorphic, and \({}_{R}G\) a progenerator of \({}_{R}{\mathcal{M}}{}\) such that the quantales \(S\) and \(\operatorname{End}({}_{R}G)\) are isomorphic. Then there exists a left progenerator \(\mm[(P\otimes_R G)]{}\) for \({}_{Q}{\mathcal{M}}{}\) such that the quantales \(S\) and \(\operatorname{End}(\mm[(P\otimes_R G)]{})\) are isomorphic, and the \(S\)-\(Q\)-modules \((P\otimes_R G)^*\) and \((G^*\otimes_R P^*)\) are isomorphic.
Proof. By Theorem 12, there are the bimodule isomorphisms
\[\alpha_P: P \otimes_R P^* \rightarrow Q \text{ and }\beta_P: P^* \otimes_Q P \rightarrow R\] and \[\alpha_M: M \otimes_S M^* \rightarrow R\text{ and }\beta_M: M^* \otimes_R M \rightarrow S.\]
Using such isomorphisms and Proposition 5, we obtain the bimodule isomorphisms
\[(P \otimes_R M) \otimes_S (M^* \otimes_R P^*) \cong Q\text{ and }(M^* \otimes_R P^*) \otimes_S (P \otimes_R M) \cong S.\] Therefore, the result follows from the previous proposition. ◻
Theorem 19. Two quantales \(Q\) and \(R\) are Morita equivalent if and only if there exists a progenerator \(\mm[P]{}\) for \({}_{Q}{\mathcal{M}}{}\) such that the quantales \(R\) and \(\operatorname{End}(\mm[P]{})\) are isomorphic.
Proof. For the left-to-right implication, suppose that \(Q\) and \(R\) are Morita equivalent. By Theorem 16 we have that \(F\cong -\otimes_Q P\) for the \(Q\)-\(R\)-bimodule \(P=F(Q) \in {\mathcal{M}}_{R}{}\), and \(G\cong -\otimes_R T\) for the \(R\)-\(Q\)-bimodule \(T=G(R) \in {\mathcal{M}}_{Q}{}\). First notice that by Proposition 2 the modules \(P=F(Q) \in {\mathcal{M}}_{R}{}\) and \(T=G(R) \in {\mathcal{M}}_{Q}{}\) are progenerators for \({\mathcal{M}}_{R}{}\) and \({\mathcal{M}}_{Q}{}\) respectively. Then, taking into consideration the natural isomorphisms, we have: \[\begin{array}{l} {\mathcal{M}}_{R}{}(P,P) = {\mathcal{M}}_{R}{}(F(Q),P) \cong {\mathcal{M}}_{Q}{}(Q,G(P)) \cong \\ \cong {\mathcal{M}}_{Q}{}(Q,G(F(Q))) \cong {\mathcal{M}}_{Q}{}(Q,Q) \cong Q, \end{array}\] i.e., \(\operatorname{End}(Y_{R}) \cong Q\), that is equivalent to the affirmed.
In order to prove the right-to-left implication, let \(\mm[P]{}\) be a progenerator for \({}_{Q}{\mathcal{M}}{}\) such that the quantales \(R\) and \(\operatorname{End}(\mm[P]{})\) are isomorphic, and \(P \in {}_{Q}{\mathcal{M}}_R\), and let \(N = P^* := {}_{Q}{\mathcal{M}}{}(\mm[P]{}, \mm[Q]{})\) be the dual \(R\)-\(Q\)-module \(P^*\) of the \(Q\)-\(R\)-module P. Considering the composition of the functors \(-\otimes_Q P: {\mathcal{M}}_{Q}{} \rightarrow {\mathcal{M}}_{R}{}\) and \(-\otimes_R N = -\otimes_R P^*: {\mathcal{M}}_{R}{} \rightarrow {\mathcal{M}}_{Q}{}\) and using Proposition 4 and Theorem 12, we have the commutative diagram in \({\mathcal{M}}_{Q}{}\): \[\begin{tikzcd} X \otimes_Q P \otimes_R P^* \arrow[d, "\gamma \otimes 1_P \otimes 1_{P^*}"'] & {} \arrow[r, "1_X\otimes\alpha"] & {} & X \otimes_Q Q \arrow[d, "\gamma \otimes 1_Q"] & {} \arrow[r, "\cong"] & {} & X \arrow[d, "\gamma"'] \\ Y \otimes_Q P \otimes_R P^* & {} \arrow[r, "1_Y\otimes\alpha"] & {} & Y \otimes_Q Q & {} \arrow[r, "\cong"] & {} & Y \end{tikzcd}\] for any \(\gamma: X \rightarrow Y \in {\mathcal{M}}_{Q}{}\). From this diagram one can easily see that the functors \(-\otimes_R P^* \circ -\otimes_Q P: {\mathcal{M}}_{Q}{} \rightarrow {\mathcal{M}}_{Q}{}\) and \(\operatorname{Id}_{{\mathcal{M}}_{Q}{}}: {\mathcal{M}}_{Q}{} \rightarrow {\mathcal{M}}_{Q}{}\) are naturally isomorphic, i.e. \(-\otimes_R P^* \circ -\otimes_Q P \cong \operatorname{Id}_{{\mathcal{M}}_{Q}{}}\). Similarly, by Proposition 13 and Corollary 1, one obtains the functor natural isomorphism \(-\otimes_Q P\) \(\circ\) \(-\otimes_R P^* \cong \operatorname{Id}_{{\mathcal{M}}_{R}{}}\), and the equivalence of categories \(-\otimes_Q P: {\mathcal{M}}_{Q}{} \rightleftarrows {\mathcal{M}}_{R}{}: -\otimes_R P^*\). ◻
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Using a different symbol for this action would make the notations much heavier without helping the reading, so we rather preferred to use the same symbol of the product in the quantale, relying on the context and different sets of letters for scalars and “vectors” for the meaning of each of its occurrences. Whenever convenient, we shall also drop it.↩︎