hypergraph category

Hypergraph categories

Hypergraph categories


A hypergraph category is a monoidal category whose string diagrams are hypergraphs. Recall that in general the vertices of a string diagram correspond to morphisms in a category, and its edges to objects. An ordinary string diagram is a directed graph, where the inputs and outputs of a vertex describe objects appearing in a tensor product-decomposition of the domain and codomain of a morphism; each edge is connected to only one vertex as input and one vertex as output because of how morphisms in a category are composed. A hypergraph category allows edges to connect to many vertices as input and many vertices as output, which category theoretically means that we may compose many morphisms containing an object in their codomain with many morphisms containing that object in their domain.

Hypergraph categories have been reinvented many times and given many different names, such as “well-supported compact closed categories” (Carboni and RSW), “dgs-monoidal categories” (GH), and “spidered/dungeon categories” (Morton). The name “hypergraph category” is more recent (Kissinger and Fong).


A hypergraph category is:

  • a symmetric monoidal category in which
  • each object is equipped with the structure of a special commutative Frobenius algebra, such that
  • the Frobenius algebra structure of any tensor product XYX\otimes Y is induced in the canonical way from those of XX and YY.

Note in particular that we do not require the morphisms of the category to be Frobenius algebra morphisms.


  • The category Rel of sets and relations (with cartesian product of sets as the monoidal product) is a hypergraph category, with the Frobenius algebra on XX given by the “deleting and copying” comonoid {(x,*)xX}\{ (x, *) \mid x \in X \}, {(x,(x,x))|xX}\{ (x, (x, x)) | x \in X \} together with its opposite.

  • More generally, categories of spans, cospans, relations and corelations? in any category (with the appropriate structure) are hypergraph categories.

  • Categories of decorated cospans and decorated corelations are hypergraph categories.


  • The reason for the definition is that if XX is a special commutative Frobenius algebra, then there is a unique morphism X mX nX^{\otimes m}\to X^{\otimes n} induced by the Frobenius algebra structure. It can of course be defined as the mm-ary multiplication followed by the nn-ary comultiplication; the real point is that the special commutative Frobenius axioms ensure that any composite of two such morphisms is again another such morphism. This is what enables the hypergraph string diagrams described informally above. (Some authors refer to these morphisms as “spiders” due to their appearance in string diagrams, as a black node with m+nm + n legs.)

  • The free hypergraph category on one object is the category of finite sets and isomorphism classes of cospans. This is a decategorification of the fact that the free monoidal category containing a (non-special) commutative Frobenius algebra is the category of 1-dimensional manifolds and isomorphism classes of 2-dimensional cobordisms. More general free hypergraph categories can be constructed using labeled cospans.

  • Note that the special commutative Frobenius algebras are not required to be “extra-special”, meaning that the morphism I=X 0X 0=II = X^{\otimes 0} \to X^{\otimes 0} = I need not be the identity. Thus, the relevant sort of “hypergraphs” can contain “edges not incident to any vertices”. If we add the extra-special condition, the cospans are replaced by “co-relations”, i.e. jointly surjective cospans.


As monoids in a presheaf category

Let Cospan Δ\mathbf{Cospan}_\Delta be the free hypergraph category on generators Δ\Delta. The objects are lists of elements of Δ\Delta, or equivalently pairs (m,l)(m,l) of a natural number mm and a labelling l:[m]Δl\colon \big[ m \big] \to \Delta. The morphisms are compatible cospans of functions (up to isomorphism).


Fong, Spivak. To give a hypergraph category with chosen objects Δ\Delta that generate it is to give a lax monoidal functor Cospan ΔSet\mathbf{Cospan}_\Delta\to \mathbf{Set}.

(Formally, this can be made into an equivalence between the category of objectwise-free hypergraph categories and the lax monoidal functors; and every hypergraph category is in some sense equivalent to an objectwise-free one.)

A hypergraph category is thus a presheaf H:Cospan ΔSetH\colon \mathbf{Cospan}_\Delta\to \mathbf{Set} that has lax monoidal structure

1H()H(a)×H(b)H(a,b) 1\to H()\qquad H(\vec a)\times H(\vec b)\to H(\vec a,\vec b)

which is strongly reminiscent of the mix rule. A lax monoidal functor is the same thing as a monoid for the Day convolution. Thus hypergraph categories are monoids in the presheaf category [Cospan Δ,Set][\mathbf{Cospan}_\Delta, \mathbf{Set}].


  • Aleks Kissinger, Finite matrices are complete for (dagger-)hypergraph categories (arxiv:1406.5942)

  • Brendan Fong, Decorated Cospans, Theory and Applications of Categories, Vol. 30, 2015, No. 33, pp 1096-1120 (arxiv:1502.00872)

  • Brendan Fong, The Algebra of Open and Interconnected Systems, Ph.D. Thesis (arxiv:1609.05382)

  • Aurelio Carboni, Matrices, relations and group representations J. Algebra, 138(2):497–529, 1991

  • Robert Rosebrugh, N. Sabadini, and R. F. C. Walters. Generic commutative separable algebras and cospans of graphs. Th. App. Cat. 15(6):164–177, 2005. online.

  • F. Gadducci, R. Heckel. An inductive view of graph transformation. In “Recent Trends in Algebraic Development Techniques”, Lecture Notes in Computer Science 1376:223–237. Springer–Verlag, Berlin Heidelberg, 1998.

  • Jason Morton?, Belief propagation in monoidal categories In Bob Coecke, I. Hasuo, P. Panangaden (eds.) Quantum Physics and Logic 2014 (QPL 2014), EPTCS 172:262–269.

  • Brendan Fong and David Spivak, Hypergraph Categories (arxiv:1806.08304)

Last revised on April 15, 2020 at 10:27:19. See the history of this page for a list of all contributions to it.