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category theory Category theory is a general theory of mathematical structures and their relations that was introduced by Samuel Eilenberg and Saunders Mac Lane in the middle of the 20th century in their foundational work on algebraic topology. Nowadays, cate ...
, a category is Cartesian closed if, roughly speaking, any
morphism In mathematics, particularly in category theory, a morphism is a structure-preserving map from one mathematical structure to another one of the same type. The notion of morphism recurs in much of contemporary mathematics. In set theory, morphisms a ...
defined on a product of two
objects Object may refer to: General meanings * Object (philosophy), a thing, being, or concept ** Object (abstract), an object which does not exist at any particular time or place ** Physical object, an identifiable collection of matter * Goal, an ...
can be naturally identified with a morphism defined on one of the factors. These categories are particularly important in
mathematical logic Mathematical logic is the study of logic, formal logic within mathematics. Major subareas include model theory, proof theory, set theory, and recursion theory. Research in mathematical logic commonly addresses the mathematical properties of for ...
and the theory of programming, in that their
internal language __NOTOC__ Categorical logic is the branch of mathematics in which tools and concepts from category theory are applied to the study of mathematical logic. It is also notable for its connections to theoretical computer science. In broad terms, categ ...
is the simply typed lambda calculus. They are generalized by
closed monoidal categories In mathematics, especially in category theory, a closed monoidal category (or a ''monoidal closed category'') is a category that is both a monoidal category and a closed category in such a way that the structures are compatible. A classic example ...
, whose internal language,
linear type system Substructural type systems are a family of type systems analogous to substructural logics where one or more of the structural rules are absent or only allowed under controlled circumstances. Such systems are useful for constraining access to sy ...
s, are suitable for both
quantum In physics, a quantum (plural quanta) is the minimum amount of any physical entity (physical property) involved in an interaction. The fundamental notion that a physical property can be "quantized" is referred to as "the hypothesis of quantizati ...
and classical computation.


Etymology

Named after (1596–1650), French philosopher, mathematician, and scientist, whose formulation of analytic geometry gave rise to the concept of
Cartesian product In mathematics, specifically set theory, the Cartesian product of two sets ''A'' and ''B'', denoted ''A''×''B'', is the set of all ordered pairs where ''a'' is in ''A'' and ''b'' is in ''B''. In terms of set-builder notation, that is : A\ti ...
, which was later generalized to the notion of
categorical product In category theory, the product of two (or more) objects in a category is a notion designed to capture the essence behind constructions in other areas of mathematics such as the Cartesian product of sets, the direct product of groups or ring ...
.


Definition

The category ''C'' is called Cartesian closed
if and only if In logic and related fields such as mathematics and philosophy, "if and only if" (shortened as "iff") is a biconditional logical connective between statements, where either both statements are true or both are false. The connective is bicondi ...
it satisfies the following three properties: * It has a terminal object. * Any two objects ''X'' and ''Y'' of ''C'' have a product ''X'' ×''Y'' in ''C''. * Any two objects ''Y'' and ''Z'' of ''C'' have an exponential ''Z''''Y'' in ''C''. The first two conditions can be combined to the single requirement that any finite (possibly empty) family of objects of ''C'' admit a product in ''C'', because of the natural associativity of the categorical product and because the empty product in a category is the terminal object of that category. The third condition is equivalent to the requirement that the functor – ×''Y'' (i.e. the functor from ''C'' to ''C'' that maps objects ''X'' to ''X'' ×''Y'' and morphisms φ to φ×id''Y'') has a right adjoint, usually denoted –''Y'', for all objects ''Y'' in ''C''. For locally small categories, this can be expressed by the existence of a
bijection In mathematics, a bijection, also known as a bijective function, one-to-one correspondence, or invertible function, is a function between the elements of two sets, where each element of one set is paired with exactly one element of the other s ...
between the hom-sets :\mathrm(X\times Y,Z) \cong \mathrm(X,Z^Y) which is
natural Nature, in the broadest sense, is the physical world or universe. "Nature" can refer to the phenomena of the physical world, and also to life in general. The study of nature is a large, if not the only, part of science. Although humans are p ...
in both ''X'' and ''Z''. Take care to note that a Cartesian closed category need not have finite limits; only finite products are guaranteed. If a category has the property that all its slice categories are Cartesian closed, then it is called ''locally cartesian closed''. Note that if ''C'' is locally Cartesian closed, it need not actually be Cartesian closed; that happens if and only if ''C'' has a terminal object.


Basic constructions


Evaluation

For each object ''Y'', the counit of the exponential adjunction is a natural transformation : \mathrm_ : Z^Y \times Y \to Z called the (internal) evaluation map. More generally, we can construct the partial application map as the composite : \mathrm_ : Z^ \times X \cong (Z^Y)^ \times X \xrightarrow Z^Y. In the particular case of the category Set, these reduce to the ordinary operations: : \mathrm_(f,y) = f(y).


Composition

Evaluating the exponential in one argument at a morphism ''p'' : ''X'' → ''Y'' gives morphisms :p^Z : X^Z \to Y^Z, :Z^p : Z^Y \to Z^X, corresponding to the operation of composition with ''p''. Alternate notations for the operation ''p''''Z'' include ''p''* and ''p∘-''. Alternate notations for the operation ''Z''''p'' include ''p''* and ''-∘p''. Evaluation maps can be chained as :Z^Y \times Y^X \times X \xrightarrow Z^Y \times Y \xrightarrow Z the corresponding arrow under the exponential adjunction :c_ : Z^Y \times Y^X \to Z^X is called the (internal) composition map. In the particular case of the category Set, this is the ordinary composition operation: :c_(g,f) = g \circ f.


Sections

For a morphism ''p'':''X'' → ''Y'', suppose the following pullback square exists, which defines the subobject of ''X''''Y'' corresponding to maps whose composite with ''p'' is the identity: :\begin \Gamma_Y(p) &\to& X^Y \\ \downarrow & & \downarrow \\ 1 &\to& Y^Y \end where the arrow on the right is ''p''''Y'' and the arrow on the bottom corresponds to the identity on ''Y''. Then Γ''Y''(''p'') is called the object of sections of ''p''. It is often abbreviated as Γ''Y''(''X''). If Γ''Y''(''p'') exists for every morphism ''p'' with codomain ''Y'', then it can be assembled into a functor Γ''Y'' : ''C''/''Y'' → ''C'' on the slice category, which is right adjoint to a variant of the product functor: : \hom_(X \times Y \xrightarrow Y, Z \xrightarrow Y) \cong \hom_C(X, \Gamma_Y(p)). The exponential by ''Y'' can be expressed in terms of sections: : Z^Y \cong \Gamma_Y(Z \times Y \xrightarrow Y).


Examples

Examples of Cartesian closed categories include: * The category Set of all sets, with functions as morphisms, is Cartesian closed. The product ''X''×''Y'' is the Cartesian product of ''X'' and ''Y'', and ''Z''''Y'' is the set of all functions from ''Y'' to ''Z''. The adjointness is expressed by the following fact: the function ''f'' : ''X''×''Y'' → ''Z'' is naturally identified with the curried function ''g'' : ''X'' → ''Z''''Y'' defined by ''g''(''x'')(''y'') = ''f''(''x'',''y'') for all ''x'' in ''X'' and ''y'' in ''Y''. * The category of finite sets, with functions as morphisms, is Cartesian closed for the same reason. * If ''G'' is a group, then the category of all ''G''-sets is Cartesian closed. If ''Y'' and ''Z'' are two ''G''-sets, then ''Z''''Y'' is the set of all functions from ''Y'' to ''Z'' with ''G'' action defined by (''g''.''F'')(''y'') = F(''g''−1.y) for all ''g'' in ''G'', ''F'':''Y'' → ''Z'' and ''y'' in ''Y''. * The category of finite ''G''-sets is also Cartesian closed. * The category Cat of all small categories (with functors as morphisms) is Cartesian closed; the exponential ''C''''D'' is given by the functor category consisting of all functors from ''D'' to ''C'', with natural transformations as morphisms. * If ''C'' is a small category, then the functor category Set''C'' consisting of all covariant functors from ''C'' into the category of sets, with natural transformations as morphisms, is Cartesian closed. If ''F'' and ''G'' are two functors from ''C'' to Set, then the exponential ''F''''G'' is the functor whose value on the object ''X'' of ''C'' is given by the set of all natural transformations from to ''F''. ** The earlier example of ''G''-sets can be seen as a special case of functor categories: every group can be considered as a one-object category, and ''G''-sets are nothing but functors from this category to Set ** The category of all
directed graphs Director may refer to: Literature * ''Director'' (magazine), a British magazine * ''The Director'' (novel), a 1971 novel by Henry Denker * ''The Director'' (play), a 2000 play by Nancy Hasty Music * Director (band), an Irish rock band * ''Di ...
is Cartesian closed; this is a functor category as explained under functor category. ** In particular, the category of simplicial sets (which are functors ''X'' : Δop → Set) is Cartesian closed. * Even more generally, every elementary topos is Cartesian closed. * In
algebraic topology Algebraic topology is a branch of mathematics that uses tools from abstract algebra to study topological spaces. The basic goal is to find algebraic invariant (mathematics), invariants that classification theorem, classify topological spaces up t ...
, Cartesian closed categories are particularly easy to work with. Neither the category of
topological space In mathematics, a topological space is, roughly speaking, a geometrical space in which closeness is defined but cannot necessarily be measured by a numeric distance. More specifically, a topological space is a set whose elements are called points ...
s with
continuous Continuity or continuous may refer to: Mathematics * Continuity (mathematics), the opposing concept to discreteness; common examples include ** Continuous probability distribution or random variable in probability and statistics ** Continuous ...
maps nor the category of smooth manifolds with smooth maps is Cartesian closed. Substitute categories have therefore been considered: the category of
compactly generated Hausdorff space In topology, a compactly generated space is a topological space whose topology is coherent with the family of all compact subspaces. Specifically, a topological space ''X'' is compactly generated if it satisfies the following condition: :A subsp ...
s is Cartesian closed, as is the category of
Frölicher space In mathematics, Frölicher spaces extend the notions of calculus and smooth manifolds. They were introduced in 1982 by the mathematician A mathematician is someone who uses an extensive knowledge of mathematics in their work, typically to solv ...
s. * In
order theory Order theory is a branch of mathematics that investigates the intuitive notion of order using binary relations. It provides a formal framework for describing statements such as "this is less than that" or "this precedes that". This article intr ...
, complete partial orders (''cpo''s) have a natural topology, the
Scott topology Scott may refer to: Places Canada * Scott, Quebec, municipality in the Nouvelle-Beauce regional municipality in Quebec * Scott, Saskatchewan, a town in the Rural Municipality of Tramping Lake No. 380 * Rural Municipality of Scott No. 98, Saskat ...
, whose continuous maps do form a Cartesian closed category (that is, the objects are the cpos, and the morphisms are the
Scott continuous In mathematics, given two partially ordered sets ''P'' and ''Q'', a function ''f'': ''P'' → ''Q'' between them is Scott-continuous (named after the mathematician Dana Scott) if it preserves all directed suprema. That is, for every directed subse ...
maps). Both
currying In mathematics and computer science, currying is the technique of translating the evaluation of a function that takes multiple arguments into evaluating a sequence of functions, each with a single argument. For example, currying a function f that ...
and ''
apply In mathematics and computer science, apply is a function that applies a function to arguments. It is central to programming languages derived from lambda calculus, such as LISP and Scheme, and also in functional languages. It has a role in the s ...
'' are continuous functions in the Scott topology, and currying, together with apply, provide the adjoint. * A Heyting algebra is a Cartesian closed (bounded) lattice. An important example arises from topological spaces. If ''X'' is a topological space, then the
open set In mathematics, open sets are a generalization of open intervals in the real line. In a metric space (a set along with a distance defined between any two points), open sets are the sets that, with every point , contain all points that are suf ...
s in ''X'' form the objects of a category O(''X'') for which there is a unique morphism from ''U'' to ''V'' if ''U'' is a subset of ''V'' and no morphism otherwise. This poset is a Cartesian closed category: the "product" of ''U'' and ''V'' is the intersection of ''U'' and ''V'' and the exponential ''U''''V'' is the
interior Interior may refer to: Arts and media * ''Interior'' (Degas) (also known as ''The Rape''), painting by Edgar Degas * ''Interior'' (play), 1895 play by Belgian playwright Maurice Maeterlinck * ''The Interior'' (novel), by Lisa See * Interior de ...
of . * A category with a zero object is Cartesian closed if and only if it is equivalent to a category with only one object and one identity morphism. Indeed, if 0 is an initial object and 1 is a final object and we have 0 \cong 1 , then \mathrm(X, Y) \cong \mathrm(1, Y^X) \cong \mathrm(0, Y^X) \cong 1 which has only one element. **In particular, any non-trivial category with a zero object, such as an abelian category, is not Cartesian closed. So the category of modules over a ring is not Cartesian closed. However, the functor
tensor product In mathematics, the tensor product V \otimes W of two vector spaces and (over the same field) is a vector space to which is associated a bilinear map V\times W \to V\otimes W that maps a pair (v,w),\ v\in V, w\in W to an element of V \otimes W ...
-\otimes M with a fixed module does have a right adjoint. The tensor product is not a categorical product, so this does not contradict the above. We obtain instead that the category of modules is monoidal closed. Examples of locally Cartesian closed categories include: * Every elementary topos is locally Cartesian closed. This example includes Set, ''FinSet'', ''G''-sets for a group ''G'', as well as Set''C'' for small categories ''C''. * The category ''LH'' whose objects are topological spaces and whose morphisms are local homeomorphisms is locally Cartesian closed, since ''LH/X'' is equivalent to the category of sheaves . However, ''LH'' does not have a terminal object, and thus is not Cartesian closed. * If ''C'' has pullbacks and for every arrow ''p'' : ''X'' → ''Y'', the functor ''p''* : ''C/Y'' → ''C/X'' given by taking pullbacks has a right adjoint, then ''C'' is locally Cartesian closed. * If ''C'' is locally Cartesian closed, then all of its slice categories ''C/X'' are also locally Cartesian closed. Non-examples of locally Cartesian closed categories include: * Cat is not locally Cartesian closed.


Applications

In Cartesian closed categories, a "function of two variables" (a morphism ''f'' : ''X''×''Y'' → ''Z'') can always be represented as a "function of one variable" (the morphism λ''f'' : ''X'' → ''Z''''Y''). In
computer science Computer science is the study of computation, automation, and information. Computer science spans theoretical disciplines (such as algorithms, theory of computation, information theory, and automation) to Applied science, practical discipli ...
applications, this is known as
currying In mathematics and computer science, currying is the technique of translating the evaluation of a function that takes multiple arguments into evaluating a sequence of functions, each with a single argument. For example, currying a function f that ...
; it has led to the realization that simply-typed lambda calculus can be interpreted in any Cartesian closed category. The Curry–Howard–Lambek correspondence provides a deep isomorphism between intuitionistic logic, simply-typed lambda calculus and Cartesian closed categories. Certain Cartesian closed categories, the
topoi In mathematics, a topos (, ; plural topoi or , or toposes) is a category that behaves like the category of sheaves of sets on a topological space (or more generally: on a site). Topoi behave much like the category of sets and possess a noti ...
, have been proposed as a general setting for mathematics, instead of traditional
set theory Set theory is the branch of mathematical logic that studies sets, which can be informally described as collections of objects. Although objects of any kind can be collected into a set, set theory, as a branch of mathematics, is mostly conce ...
. The renowned computer scientist John Backus has advocated a variable-free notation, or Function-level programming, which in retrospect bears some similarity to the
internal language __NOTOC__ Categorical logic is the branch of mathematics in which tools and concepts from category theory are applied to the study of mathematical logic. It is also notable for its connections to theoretical computer science. In broad terms, categ ...
of Cartesian closed categories. CAML is more consciously modelled on Cartesian closed categories.


Dependent sum and product

Let ''C'' be a locally Cartesian closed category. Then ''C'' has all pullbacks, because the pullback of two arrows with codomain ''Z'' is given by the product in ''C/Z''. For every arrow ''p'' : ''X'' → ''Y'', let ''P'' denote the corresponding object of ''C/Y''. Taking pullbacks along ''p'' gives a functor ''p''* : ''C/Y'' → ''C/X'' which has both a left and a right adjoint. The left adjoint \Sigma_p : C/X \to C/Y is called the dependent sum and is given by composition p \circ (-). The right adjoint \Pi_p : C/X \to C/Y is called the dependent product. The exponential by ''P'' in ''C/Y'' can be expressed in terms of the dependent product by the formula Q^P \cong \Pi_p(p^*(Q)). The reason for these names is because, when interpreting ''P'' as a
dependent type In computer science and logic, a dependent type is a type whose definition depends on a value. It is an overlapping feature of type theory and type systems. In intuitionistic type theory, dependent types are used to encode logic's quantifiers lik ...
y : Y \vdash P(y) : \mathrm , the functors \Sigma_p and \Pi_p correspond to the type formations \Sigma_ and \Pi_ respectively.


Equational theory

In every Cartesian closed category (using exponential notation), (''X''''Y'')''Z'' and (''X''''Z'')''Y'' are
isomorphic In mathematics, an isomorphism is a structure-preserving mapping between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between them. The word is ...
for all objects ''X'', ''Y'' and ''Z''. We write this as the "equation" :(''x''''y'')''z'' = (''x''''z'')''y''. One may ask what other such equations are valid in all Cartesian closed categories. It turns out that all of them follow logically from the following axioms: *''x''×(''y''×''z'') = (''x''×''y'')×''z'' *''x''×''y'' = ''y''×''x'' *''x''×1 = ''x'' (here 1 denotes the terminal object of ''C'') *1''x'' = 1 *''x''1 = ''x'' *(''x''×''y'')''z'' = ''x''''z''×''y''''z'' *(''x''''y'')''z'' = ''x''(''y''×''z'')


Bicartesian closed categories

Bicartesian closed categories extend Cartesian closed categories with binary coproducts and an initial object, with products distributing over coproducts. Their equational theory is extended with the following axioms, yielding something similar to Tarski's high school axioms but with a zero: *''x'' + ''y'' = ''y'' + ''x'' *(''x'' + ''y'') + ''z'' = ''x'' + (''y'' + ''z'') *''x''×(''y'' + ''z'') = ''x''×''y'' + ''x''×''z'' *''x''(''y'' + ''z'') = ''xy×xz'' *0 + ''x'' = ''x'' *''x''×0 = 0 *''x''0 = 1 Note however that the above list is not complete; type isomorphism in the free BCCC is not finitely axiomatizable, and its decidability is still an open problem.


References

*


External links

* * {{category theory Closed categories Lambda calculus