Yoneda Lemma

For an object $A\in \mathcal C$ , define the covariant functor

$F_A := \mathrm{hom}_{\mathcal C}(A, -) : \mathcal C \longrightarrow \mathbf{Set}.$

Proposition 1.

Any morphism $f:A \to A'$ in $\mathcal C$ gives us a natural transformation

$T_f : F_{A'} \Rightarrow F_A, \quad B \mapsto \begin{cases} \mathrm{hom}_{\mathcal C}(A', B) \to \mathrm{hom}_{\mathcal C}(A, B), \\ g \mapsto g\circ f.\end{cases}$

In summary, the natural transformation is obtained by right-composing with f.

Proof

Let $g:B\to B'$ be a morphism in $\mathcal C$ . We need to show $F_A(g) \circ T_f(B) = T_f(B')\circ F_{A'}(g)$ . Now run $h \in F_{A'}(B)$ , i.e. $h:A'\to B$ , through both sides:

$\begin{aligned} F_A(g) [ T_f(B) (h) ] = F_A(g)(h\circ f) = g\circ (h\circ f), \\ T_f(B') [ F_{A'}(g) (h)] = T_f(B') (g\circ h) = (g\circ h)\circ f. \end{aligned}$

and we are done. ♦

Yoneda lemma says the converse is true.

Theorem (Yoneda Lemma).

Every natural transformation $T : F_{A'} \Rightarrow F_A$ is uniquely of the form $T_f$ for a morphism $f:A\to A'$ .

Proof

Consider $T_{A'} : F_{A'}(A') \to F_A(A')$ ; this function takes the identity morphism $1_{A'} \in F_{A'}(A')$ to some $f \in F_A(A')$ , i.e. a morphism $f:A\to A'$ . Take any object $B \in \mathcal C$ ; we wish to show $T = T_f$ on $B$ , i.e.

$T_B : F_{A'}(B) \to F_A(B), \quad T_B(g : A' \to B) = (g\circ f : A \to B).$

To prove this, let $g:A' \to B$ . From commutativity of the following diagram:

natural_trans_between_hom

$T_B(g) = T_B(F_{A'}(g)(1_{A'})) = F_A(g)[ T_{A'}(1_{A'})] = F_A(g)(f) = g\circ f.$ ♦

Example

Consider the functors

$SL_2(-), F : A\text{-}\mathbf{Alg} \to \mathbf{Set}$

where F is the forgetful functor which takes an A-algebra to the underlying set. The act of taking the trace of a matrix then gives a function $\mathrm{tr}_B : SL_2(B) \to B$ . One checks that this is a natural transformation. Furthermore, both $SL_2$ and F are representable functors, with respective objects:

$B_1 = A[W, X, Y, Z]/(WZ - XY - 1), \quad B_2 = A[T].$

By Yoneda lemma, this means the natural transformation tr is induced from a homomorphism $B_2 \to B_1$ of A-algebras. A moment of observation shows this is given by:

$A[T] \longrightarrow A[W, X, Y, Z]/(WZ - XY - 1),\quad T \mapsto W+Z.$

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Products in a Category

Henceforth I denotes a fixed index set. $(A_i)_{i\in I}, (B_i)_{i\in I}, (C_i)_{i\in I}$ are collections of objects in a fixed category $\mathcal C$ indexed by $i\in I$ .

The following generalizes the direct product of A-modules.

Definition.

The product of $(A_i)_{i\in I}$ comprises of data $(A, (\pi_i : A \to A_i)_{i \in I})$ , where

$A = \prod_{i\in I} A_i$ is an object in $\mathcal C$ , and

for each $i\in I$ , we have a morphism $\pi_i : A \to A_i$ ,

satisfying the following universal property. For any $(B, (\phi_i : B\to A_i)_{i\in I})$ , where

$B \in \mathcal C$ is an object, and

for each $i\in I$ , we have a morphism $\phi_i : B\to A_i$ ,

there is a unique morphism $f : B\to A$ such that $\pi_i \circ f= \phi_i$ for each $i\in I$ .

The morphisms $\pi_i : \prod_i A_i \to A_i$ are called projections.

Here is the diagram we used for A-modules which is equally relevant here.

universal_property_direct_product

For example, we saw earlier that for A-modules, the direct product and its projection maps form a product in the category of A-modules. Clearly, the product in the categories $\mathbf{Gp}, \mathbf{Ring}, A\text{-}\mathbf{Alg}$ can be similarly constructed.

For the case of $\mathbf{Top}$ , we obtain the product topology for $\prod_{i\in I} X_i$ , where as a basis, we take products of the form $\prod_{i\in I} U_i$ where each $U_i \subseteq X_i$ is open and $U_i = X_i$ for all but finitely many $i\in I$ . This also explains why the product topology is preferred over the box topology, where we remove the restriction that $U_i = X_i$ for all but finitely many $i\in I$ .

Proposition 2.

The product in $\mathcal C$ is unique up to unique isomorphism, i.e. suppose

$(A, (\pi_i : A\to A_i)_{i\in I}), \quad (A', (\pi_i' : A'\to A_i)_{i\in I})$

are both products in the above sense. Then there is a unique isomorphism $f:A\to A'$ such that $\pi_i' \circ f = \pi_i$ for each $i\in I$ .

Proof

Same as the case for A-modules. Left as an exercise. ♦

warning The product is not guaranteed to exist in $\mathcal C$ ; the above only guarantees uniqueness.

Diagonal Map

Let $A\in \mathcal C$ . Consider the case of $\prod_{i\in I} A$ , the product of I copies of A. If we take the collection $\phi_i : A \to A$ to be all identities, then:

we get a unique $\Delta : A\to \prod_{i\in I} A$ satisfying $\pi_i \circ \Delta = 1_A$ for each $i\in I$ .

This $\Delta$ is called the diagonal map. For the cases of groups, rings, A-modules and topological spaces, we obtain exactly what we expect, e.g. $\Delta : G \to G^I$ takes $g \mapsto (g, g, g,\ldots)$ .

Exercise A

1. Prove that the product $\prod_{i\in I} A_i$ exists in the category $\mathcal C$ if and only if the following (contravariant) functor is representable

$F: \mathcal C \longrightarrow \mathbf{Set}, \quad B \mapsto \prod_{i\in I} \mathrm{hom}_{\mathcal C}(B, A_i)$

where $(f : B\to C) \mapsto (\prod_i \mathrm{hom}_ {\mathcal C}(C, A_i) \to \prod_i \mathrm{hom}_{\mathcal C}(B, A_i))$ , takes $(\phi_i) \mapsto (\phi_i\circ f)$ .

The upshot is that product in a category can be expressed in the language of representable functors.

2. Suppose the product of $A, B\in \mathcal C$ exists. Define, for any morphism $f: A \to B$ , a graph morphism $\Gamma_f : A \to A\times B$ such that in the category of sets, $\Gamma_f (x) = (x, f(x))$ .

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Functoriality of Products

Suppose $\prod_i A_i$ , $\prod_i B_i$ and $\prod_i C_i$ all exist whenever they are mentioned. For the corresponding projections, we denote

$\pi_{j, A} : \prod_i A_i \longrightarrow A_j, \quad \pi_{j, B} : \prod_i B_i \longrightarrow B_j, \quad \pi_{j, C} : \prod_i C_i \longrightarrow C_j.$

Construction.

Given a morphism $f_i : A_i \to B_i$ for each $i\in I$ , we have an induced $f : \prod_i A_i \to \prod_i B_i$ .

For each $j\in I$ we let $\alpha_j$ be the composition

$\prod_{i\in I} A_i \stackrel{\pi_{j, A}}\longrightarrow A_j \stackrel{f_j}\longrightarrow B_j,$

By the definition of the product $\prod_i B_i$ , there is a unique morphism $f:\prod_i A_i \to \prod_i B_i$ such that for each $j\in I$ ,

$\pi_{j, B}\circ f = \alpha_j = f_j \circ \pi_{j, A}.$

Here is the construction in diagram:

induced_morphism_of_products

Proposition 3.

Suppose we have morphisms $f_i : A_i \to B_i$ , $g_i : B_i \to C_i$ for each $i\in I$ . Let $h_i = g_i \circ f_i$ . By the above

the morphisms $(f_i)$ induce $f : \prod_i A_i \to \prod_i B_i$ ;

the morphisms $(g_i)$ induce $g: \prod_i B_i \to \prod_i C_i$ ;

the morphisms $(h_i)$ induce $h: \prod_i A_i \to \prod_i C_i$ .

Then $h = g\circ f.$

Proof

By construction $h$ is the unique morphism $\prod_i A_i \to \prod_i C_i$ satisfying:

$\pi_{j,C} \circ h = h_j \circ \pi_{j, A} =g_j \circ f_j \circ \pi_{j, A}, \ \text{ for each } j\in I.$

On the other hand $g\circ f$ also satisfies the same condition

$\pi_{j,C} \circ g\circ f = g_j\circ \pi_{j, B}\circ f = g_j \circ f_j \circ \pi_{j, A},\ \text{ for each } j\in I.$

Thus $h = g\circ f$ . ♦

Corollary 1.

Suppose products $A\times B$ always exist in $\mathcal C$ . We obtain a functor of categories

$\times : \mathcal C \times \mathcal C \longrightarrow \mathcal C$

which takes $(A,B) \in \mathcal C\times \mathcal C$ to $A\times B\in \mathcal C$ .

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Coproducts in a Category

Next, we generalize the case of direct sum of A-modules to objects in a general category.

Definition.

The coproduct of $(A_i)_{i\in I}$ comprises of data $(A, (\epsilon_i : A_i \to A)_{i \in I})$ , where

$A = \coprod_{i\in I} A_i$ is an object in $\mathcal C$ , and

for each $i\in I$ , we have a morphism $\epsilon_i : A_i \to A$ ,

satisfying the following universal property. For any $(B, (\alpha_i : A_i\to B)_{i\in I})$ , where

$B \in \mathcal C$ is an object, and

for each $i\in I$ , we have a morphism $\alpha_i : A_i\to B$ ,

there is a unique morphisim $f : A \to B$ such that $f\circ \epsilon_i = \alpha_i$ .

The reader should note that it is obtained from the product by reversing all the arrows. More formally, coproduct in $\mathcal C$ corresponds to product in the opposite category $\mathcal C^{op}$ . Hence we can effortlessly apply all we proved about products to coproducts just by “flipping arrows around”. For example, we know immediately that the coproduct is unique up to unique isomorphism.

Note

In category theory, if a certain notion is useful, its dual is likely to be useful too (usually in rather unexpected places). For example, projective modules vs injective modules, fibration vs cofibration, etc.

Coproduct of Groups

We end this article with a short discussion on coproduct in the category of groups.

Let $\mathbf{AbGp}$ be the category of abelian groups; for $G, H \in \mathbf{AbGp}$ , their coproduct has the same underlying group as the product $G\times H$ . To see this, note that $\mathbf{AbGp} = \mathbb{Z}\text{-} \mathbf{Mod}$ , and we already know that the direct sum of finitely many A-modules is the same as their direct product.

What about coproduct in $\mathbf{Gp}$ ? For two groups G and H, the answer is their free product $G*H$ . To describe this concretely, we take the set of all formal products (i.e. strings) of the form:

$g_1 h_1 \ldots g_n h_n, \ g_1, \ldots, g_n \in G, \ h_1, \ldots, h_n \in H$

and product between two such elements is given by concatenation with reduction. For unique representation, we want $g_2, \ldots, g_n \ne 1_G$ and $h_1, \ldots, h_{n-1} \ne 1_H$ . Identity element is simply the empty string. E.g. we have

$(g_1 h_1 g_2 h_2 g_3 1_H) * (g_3^{-1} h_4 g_4 h_5) = (g_1 h_1 g_2 (h_2 h_4) g_4 h_5)$

if $h_2 h_4 \ne 1$ (otherwise we need to simplify further). E.g. when $G = H = \mathbb Z$ , the result is the free group generated by 2 elements. Note that even though $G, H \in \mathbf{AbGp}$ , their coproduct in $\mathbf{AbGp}$ is different from that in $\mathbf{Gp}$ . Thus:

warning If $\mathcal D$ is a subcategory (even full subcategory) of $\mathcal C$ , the product / coproduct of objects in $\mathcal D$ may differ from that in $\mathcal C$ .

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4 Responses to Commutative Algebra 20

Vanya says:

April 9, 2020 at 5:45 am

In the first proposition, is it not the case that the statement “In summary, the functor is obtained by right-composing with f” should be “In summary, the natural transformation….”?

- limsup says:
  
  April 9, 2020 at 7:01 am
  
  Fixed. Thanks. 🙂
  
Vanya says:

May 14, 2020 at 11:30 pm

In the statement of Yondeda’s Lemma should “Every natural transformation $T : F_{A'} \to F_A$ ” be
Every natural transformation $T : F_{A'} \implies F_A$ “?

- limsup says:
  
  May 15, 2020 at 12:20 am
  
  Thanks – corrected it. 🙂

Commutative Algebra 20