In
mathematics
Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, specifically
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 ...
, adjunction is a relationship that two
functor
In mathematics, specifically category theory, a functor is a Map (mathematics), mapping between Category (mathematics), categories. Functors were first considered in algebraic topology, where algebraic objects (such as the fundamental group) ar ...
s may exhibit, intuitively corresponding to a weak form of equivalence between two related categories. Two functors that stand in this relationship are known as adjoint functors, one being the left adjoint and the other the right adjoint. Pairs of adjoint functors are ubiquitous in mathematics and often arise from constructions of "optimal solutions" to certain problems (i.e., constructions of objects having a certain
universal property
In mathematics, more specifically in category theory, a universal property is a property that characterizes up to an isomorphism the result of some constructions. Thus, universal properties can be used for defining some objects independently fro ...
), such as the construction of a
free group on a set in algebra, or the construction of the
Stone–Čech compactification In the mathematical discipline of general topology, Stone–Čech compactification (or Čech–Stone compactification) is a technique for constructing a universal map from a topological space ''X'' to a compact Hausdorff space ''βX''. The Stone ...
of a
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 ...
in topology.
By definition, an adjunction between categories
and
is a pair of functors (assumed to be
covariant)
:
and
and, for all objects
in
and
in
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 respective morphism sets
:
such that this family of bijections 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
and
. Naturality here means that there are natural isomorphisms between the pair of functors
and
for a fixed
in
, and also the pair of functors
and
for a fixed
in
.
The functor
is called a left adjoint functor or left adjoint to
, while
is called a right adjoint functor or right adjoint to
.
An adjunction between categories
and
is somewhat akin to a "weak form" of an
equivalence between
and
, and indeed every equivalence is an adjunction. In many situations, an adjunction can be "upgraded" to an equivalence, by a suitable natural modification of the involved categories and functors.
Terminology and notation
The terms ''
adjoint
In mathematics, the term ''adjoint'' applies in several situations. Several of these share a similar formalism: if ''A'' is adjoint to ''B'', then there is typically some formula of the type
:(''Ax'', ''y'') = (''x'', ''By'').
Specifically, adjoin ...
'' and ''
adjunct'' are both used, and are
cognate
In historical linguistics, cognates or lexical cognates are sets of words in different languages that have been inherited in direct descent from an etymology, etymological ancestor in a proto-language, common parent language. Because language c ...
s: one is taken directly from Latin, the other from Latin via French. In the classic text ''Categories for the working mathematician'',
Mac Lane
Saunders Mac Lane (4 August 1909 – 14 April 2005) was an American mathematician who co-founded category theory with Samuel Eilenberg.
Early life and education
Mac Lane was born in Norwich, Connecticut, near where his family lived in Taftville ...
makes a distinction between the two. Given a family
:
of hom-set bijections, we call
an adjunction or an adjunction between
and
. If
is an arrow in
,
is the right adjunct of
(p. 81). The functor
is left adjoint to
, and
is right adjoint to
. (Note that
may have itself a right adjoint that is quite different from
; see below for an example.)
In general, the phrases "
is a left adjoint" and "
has a right adjoint" are equivalent. We call
a left adjoint because it is applied to the left argument of
, and
a right adjoint because it is applied to the right argument of
.
If ''F'' is left adjoint to ''G'', we also write
:
The terminology comes from the
Hilbert space
In mathematics, Hilbert spaces (named after David Hilbert) allow generalizing the methods of linear algebra and calculus from (finite-dimensional) Euclidean vector spaces to spaces that may be infinite-dimensional. Hilbert spaces arise natural ...
idea of
adjoint operator
In mathematics, specifically in operator theory, each linear operator A on a Euclidean vector space defines a Hermitian adjoint (or adjoint) operator A^* on that space according to the rule
:\langle Ax,y \rangle = \langle x,A^*y \rangle,
where ...
s
,
with
, which is formally similar to the above relation between hom-sets. The analogy to adjoint maps of Hilbert spaces can be made precise in certain contexts.
Introduction and Motivation
Common mathematical constructions are very often adjoint functors. Consequently, general theorems about left/right adjoint functors encode the details of many useful and otherwise non-trivial results. Such general theorems include the equivalence of the various definitions of adjoint functors, the uniqueness of a right adjoint for a given left adjoint, the fact that left/right adjoint functors respectively preserve
colimits/limits (which are also found in every area of mathematics), and the general adjoint functor theorems giving conditions under which a given functor is a left/right adjoint.
Solutions to optimization problems
In a sense, an adjoint functor is a way of giving the ''most efficient'' solution to some problem via a method which is ''formulaic''. For example, an elementary problem in
ring theory
In algebra, ring theory is the study of rings— algebraic structures in which addition and multiplication are defined and have similar properties to those operations defined for the integers. Ring theory studies the structure of rings, their re ...
is how to turn a
rng (which is like a ring that might not have a multiplicative identity) into a
ring
Ring may refer to:
* Ring (jewellery), a round band, usually made of metal, worn as ornamental jewelry
* To make a sound with a bell, and the sound made by a bell
:(hence) to initiate a telephone connection
Arts, entertainment and media Film and ...
. The ''most efficient'' way is to adjoin an element '1' to the rng, adjoin all (and only) the elements which are necessary for satisfying the ring axioms (e.g. ''r''+1 for each ''r'' in the ring), and impose no relations in the newly formed ring that are not forced by axioms. Moreover, this construction is ''formulaic'' in the sense that it works in essentially the same way for any rng.
This is rather vague, though suggestive, and can be made precise in the language of category theory: a construction is ''most efficient'' if it satisfies a
universal property
In mathematics, more specifically in category theory, a universal property is a property that characterizes up to an isomorphism the result of some constructions. Thus, universal properties can be used for defining some objects independently fro ...
, and is ''formulaic'' if it defines a
functor
In mathematics, specifically category theory, a functor is a Map (mathematics), mapping between Category (mathematics), categories. Functors were first considered in algebraic topology, where algebraic objects (such as the fundamental group) ar ...
. Universal properties come in two types: initial properties and terminal properties. Since these are
dual
Dual or Duals may refer to:
Paired/two things
* Dual (mathematics), a notion of paired concepts that mirror one another
** Dual (category theory), a formalization of mathematical duality
*** see more cases in :Duality theories
* Dual (grammatical ...
notions, it is only necessary to discuss one of them.
The idea of using an initial property is to set up the problem in terms of some auxiliary category ''E'', so that the problem at hand corresponds to finding an
initial object
In category theory, a branch of mathematics, an initial object of a category is an object in such that for every object in , there exists precisely one morphism .
The dual notion is that of a terminal object (also called terminal element): ...
of ''E''. This has an advantage that the ''optimization''—the sense that the process finds the ''most efficient'' solution—means something rigorous and recognisable, rather like the attainment of a
supremum
In mathematics, the infimum (abbreviated inf; plural infima) of a subset S of a partially ordered set P is a greatest element in P that is less than or equal to each element of S, if such an element exists. Consequently, the term ''greatest l ...
. The category ''E'' is also formulaic in this construction, since it is always the category of elements of the functor to which one is constructing an adjoint.
Back to our example: take the given rng ''R'', and make a category ''E'' whose ''objects'' are rng homomorphisms ''R'' → ''S'', with ''S'' a ring having a multiplicative identity. The ''morphisms'' in ''E'' between ''R'' → ''S''
1 and ''R'' → ''S''
2 are
commutative triangles of the form (''R'' → ''S''
1, ''R'' → ''S''
2, ''S''
1 → ''S''
2) where S
1 → S
2 is a ring map (which preserves the identity). (Note that this is precisely the definition of the
comma category
In mathematics, a comma category (a special case being a slice category) is a construction in category theory. It provides another way of looking at morphisms: instead of simply relating objects of a category to one another, morphisms become objec ...
of ''R'' over the inclusion of unitary rings into rng.) The existence of a morphism between ''R'' → ''S''
1 and ''R'' → ''S''
2 implies that ''S''
1 is at least as efficient a solution as ''S''
2 to our problem: ''S''
2 can have more adjoined elements and/or more relations not imposed by axioms than ''S''
1.
Therefore, the assertion that an object ''R'' → ''R*'' is initial in ''E'', that is, that there is a morphism from it to any other element of ''E'', means that the ring ''R''* is a ''most efficient'' solution to our problem.
The two facts that this method of turning rngs into rings is ''most efficient'' and ''formulaic'' can be expressed simultaneously by saying that it defines an ''adjoint functor''. More explicitly: Let ''F'' denote the above process of adjoining an identity to a rng, so ''F''(''R'')=''R*''. Let ''G'' denote the process of “forgetting″ whether a ring ''S'' has an identity and considering it simply as a rng, so essentially ''G''(''S'')=''S''. Then ''F'' is the ''left adjoint functor'' of ''G''.
Note however that we haven't actually constructed ''R*'' yet; it is an important and not altogether trivial algebraic fact that such a left adjoint functor ''R'' → ''R*'' actually exists.
Symmetry of optimization problems
It is also possible to ''start'' with the functor ''F'', and pose the following (vague) question: is there a problem to which ''F'' is the most efficient solution?
The notion that ''F'' is the ''most efficient solution'' to the problem posed by ''G'' is, in a certain rigorous sense, equivalent to the notion that ''G'' poses the ''most difficult problem'' that ''F'' solves.
This gives the intuition behind the fact that adjoint functors occur in pairs: if ''F'' is left adjoint to ''G'', then ''G'' is right adjoint to ''F''.
Formal definitions
There are various equivalent definitions for adjoint functors:
* The definitions via universal morphisms are easy to state, and require minimal verifications when constructing an adjoint functor or proving two functors are adjoint. They are also the most analogous to our intuition involving optimizations.
* The definition via hom-sets makes symmetry the most apparent, and is the reason for using the word ''adjoint''.
* The definition via counit–unit adjunction is convenient for proofs about functors which are known to be adjoint, because they provide formulas that can be directly manipulated.
The equivalency of these definitions is quite useful. Adjoint functors arise everywhere, in all areas of mathematics. Since the structure in any of these definitions gives rise to the structures in the others, switching between them makes implicit use of many details that would otherwise have to be repeated separately in every subject area.
Conventions
The theory of adjoints has the terms ''left'' and ''right'' at its foundation, and there are many components which live in one of two categories ''C'' and ''D'' which are under consideration. Therefore it can be helpful to choose letters in alphabetical order according to whether they live in the "lefthand" category ''C'' or the "righthand" category ''D'', and also to write them down in this order whenever possible.
In this article for example, the letters ''X'', ''F'', ''f'', ε will consistently denote things which live in the category ''C'', the letters ''Y'', ''G'', ''g'', η will consistently denote things which live in the category ''D'', and whenever possible such things will be referred to in order from left to right (a functor ''F'' : ''D'' → ''C'' can be thought of as "living" where its outputs are, in ''C'').
Definition via universal morphisms
By definition, a functor
is a left adjoint functor if for each object
in
there exists a
universal morphism
In mathematics, more specifically in category theory, a universal property is a property that characterizes up to an isomorphism the result of some constructions. Thus, universal properties can be used for defining some objects independently fro ...
from
to
. Spelled out, this means that for each object
in
there exists an object
in
and a morphism
such that for every object
in
and every morphism
there exists a unique morphism
with
.
The latter equation is expressed by the following
commutative diagram
350px, The commutative diagram used in the proof of the five lemma.
In mathematics, and especially in category theory, a commutative diagram is a diagram such that all directed paths in the diagram with the same start and endpoints lead to the s ...
:
In this situation, one can show that
can be turned into a functor
in a unique way such that
for all morphisms
in
;
is then called a left adjoint to
.
Similarly, we may define right-adjoint functors. A functor
is a right adjoint functor if for each object
in
,
there exists a
universal morphism
In mathematics, more specifically in category theory, a universal property is a property that characterizes up to an isomorphism the result of some constructions. Thus, universal properties can be used for defining some objects independently fro ...
from
to
. Spelled out, this means that for each object
in
,
there exists an object
in
and a morphism
such that for every object
in
and every morphism
there exists a unique morphism
with
.
Again, this
can be uniquely turned into a functor
such that
for
a morphism in
;
is then called a right adjoint to
.
It is true, as the terminology implies, that
is left adjoint to
if and only if
is right adjoint to
.
These definitions via universal morphisms are often useful for establishing that a given functor is left or right adjoint, because they are minimalistic in their requirements. They are also intuitively meaningful in that finding a universal morphism is like solving an optimization problem.
Definition via Hom-set adjunction
A
hom-set
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 ...
adjunction between two categories ''C'' and ''D'' consists of two
functor
In mathematics, specifically category theory, a functor is a Map (mathematics), mapping between Category (mathematics), categories. Functors were first considered in algebraic topology, where algebraic objects (such as the fundamental group) ar ...
s ''F'' : ''D'' → ''C'' and and a
natural isomorphism
In category theory, a branch of mathematics, a natural transformation provides a way of transforming one functor into another while respecting the internal structure (i.e., the composition of morphisms) of the categories involved. Hence, a natural ...
:
.
This specifies a family of bijections
:
for all objects ''X'' in ''C'' and ''Y'' in ''D''.
In this situation, ''F'' is left adjoint to ''G'' and ''G'' is right adjoint to ''F'' .
This definition is a logical compromise in that it is more difficult to satisfy than the universal morphism definitions, and has fewer immediate implications than the counit–unit definition. It is useful because of its obvious symmetry, and as a stepping-stone between the other definitions.
In order to interpret Φ as a ''natural isomorphism'', one must recognize and as functors. In fact, they are both
bifunctor
In mathematics, specifically category theory, a functor is a mapping between categories. Functors were first considered in algebraic topology, where algebraic objects (such as the fundamental group) are associated to topological spaces, and ma ...
s from to Set (the
category of sets
In the mathematical field of category theory, the category of sets, denoted as Set, is the category whose objects are sets. The arrows or morphisms between sets ''A'' and ''B'' are the total functions from ''A'' to ''B'', and the composition of m ...
). For details, see the article on
hom functor
In mathematics, specifically in category theory, hom-sets (i.e. sets of morphisms between objects) give rise to important functors to the category of sets. These functors are called hom-functors and have numerous applications in category theory and ...
s. Explicitly, the naturality of Φ means that for all
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 ...
s in ''C'' and all morphisms in ''D'' the following diagram
commutes:
The vertical arrows in this diagram are those induced by composition. Formally, Hom(''Fg'', ''f'') : Hom
C(''FY'', ''X'') → Hom
C(''FY′'', ''X′'') is given by ''h'' → ''f
o h
o Fg'' for each ''h'' in Hom
C(''FY'', ''X''). Hom(''g'', ''Gf'') is similar.
Definition via counit–unit adjunction
A counit–unit adjunction between two categories ''C'' and ''D'' consists of two
functor
In mathematics, specifically category theory, a functor is a Map (mathematics), mapping between Category (mathematics), categories. Functors were first considered in algebraic topology, where algebraic objects (such as the fundamental group) ar ...
s ''F'' : ''D'' → ''C'' and ''G'' : ''C'' → ''D'' and two
natural transformation
In category theory, a branch of mathematics, a natural transformation provides a way of transforming one functor into another while respecting the internal structure (i.e., the composition of morphisms) of the categories involved. Hence, a natur ...
s
:
respectively called the counit and the unit of the adjunction (terminology from
universal algebra
Universal algebra (sometimes called general algebra) is the field of mathematics that studies algebraic structures themselves, not examples ("models") of algebraic structures.
For instance, rather than take particular groups as the object of study, ...
), such that the compositions
:
:
are the identity transformations 1
''F'' and 1
''G'' on ''F'' and ''G'' respectively.
In this situation we say that ''F'' is left adjoint to ''G'' and ''G'' is right adjoint to ''F'' , and may indicate this relationship by writing
, or simply
.
In equation form, the above conditions on (''ε'',''η'') are the counit–unit equations
:
which mean that for each ''X'' in ''C'' and each ''Y'' in ''D'',
:
.
Note that
denotes the identify functor on the category
,
denotes the identity natural transformation from the functor ''F'' to itself, and
denotes the identity morphism of the object ''FY''.
These equations are useful in reducing proofs about adjoint functors to algebraic manipulations. They are sometimes called the ''triangle identities'', or sometimes the ''zig-zag equations'' because of the appearance of the corresponding
string diagram String diagrams are a formal graphical language for representing morphisms in monoidal categories, or more generally 2-cells in 2-categories. They are a prominent tool in applied category theory. When interpreted in the monoidal category of vector ...
s. A way to remember them is to first write down the nonsensical equation
and then fill in either ''F'' or ''G'' in one of the two simple ways which make the compositions defined.
Note: The use of the prefix "co" in counit here is not consistent with the terminology of limits and colimits, because a colimit satisfies an ''initial'' property whereas the counit morphisms will satisfy ''terminal'' properties, and dually. The term ''unit'' here is borrowed from the theory of
monads where it looks like the insertion of the identity 1 into a monoid.
History
The idea of adjoint functors was introduced by
Daniel Kan
Daniel Marinus Kan (or simply Dan Kan) (August 4, 1927 – August 4, 2013) was a Dutch mathematician working in category theory and homotopy theory. He was a prolific contributor to both fields for six decades, having authored or coauthored sever ...
in 1958. Like many of the concepts in category theory, it was suggested by the needs of
homological algebra
Homological algebra is the branch of mathematics that studies homology (mathematics), homology in a general algebraic setting. It is a relatively young discipline, whose origins can be traced to investigations in combinatorial topology (a precurs ...
, which was at the time devoted to computations. Those faced with giving tidy, systematic presentations of the subject would have noticed relations such as
:hom(''F''(''X''), ''Y'') = hom(''X'', ''G''(''Y''))
in the category of
abelian group
In mathematics, an abelian group, also called a commutative group, is a group in which the result of applying the group operation to two group elements does not depend on the order in which they are written. That is, the group operation is commut ...
s, where ''F'' was the functor
(i.e. take the
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 ...
with ''A''), and ''G'' was the functor hom(''A'',–) (this is now known as the
tensor-hom adjunction In mathematics, the tensor-hom adjunction is that the tensor product - \otimes X and hom-functor \operatorname(X,-) form an adjoint pair:
:\operatorname(Y \otimes X, Z) \cong \operatorname(Y,\operatorname(X,Z)).
This is made more precise below. Th ...
).
The use of the ''equals'' sign is an
abuse of notation
In mathematics, abuse of notation occurs when an author uses a mathematical notation in a way that is not entirely formally correct, but which might help simplify the exposition or suggest the correct intuition (while possibly minimizing errors an ...
; those two groups are not really identical but there is a way of identifying them that is ''natural''. It can be seen to be natural on the basis, firstly, that these are two alternative descriptions of the
bilinear mapping
In mathematics, a bilinear map is a function combining elements of two vector spaces to yield an element of a third vector space, and is linear in each of its arguments. Matrix multiplication is an example.
Definition
Vector spaces
Let V, W ...
s from ''X'' × ''A'' to ''Y''. That is, however, something particular to the case of tensor product. In category theory the 'naturality' of the bijection is subsumed in the concept of a
natural isomorphism
In category theory, a branch of mathematics, a natural transformation provides a way of transforming one functor into another while respecting the internal structure (i.e., the composition of morphisms) of the categories involved. Hence, a natural ...
.
Ubiquity
If one starts looking for these adjoint pairs of functors, they turn out to be very common in
abstract algebra
In mathematics, more specifically algebra, abstract algebra or modern algebra is the study of algebraic structures. Algebraic structures include groups, rings, fields, modules, vector spaces, lattices, and algebras over a field. The term ''a ...
, and elsewhere as well. The example section below provides evidence of this; furthermore,
universal construction
Universal is the adjective for universe.
Universal may also refer to:
Companies
* NBCUniversal, a media and entertainment company
** Universal Animation Studios, an American Animation studio, and a subsidiary of NBCUniversal
** Universal TV, a t ...
s, which may be more familiar to some, give rise to numerous adjoint pairs of functors.
In accordance with the thinking of
Saunders Mac Lane
Saunders Mac Lane (4 August 1909 – 14 April 2005) was an American mathematician who co-founded category theory with Samuel Eilenberg.
Early life and education
Mac Lane was born in Norwich, Connecticut, near where his family lived in Taftvill ...
, any idea, such as adjoint functors, that occurs widely enough in mathematics should be studied for its own sake.
Concepts can be judged according to their use in solving problems, as well as for their use in building theories. The tension between these two motivations was especially great during the 1950s when category theory was initially developed. Enter
Alexander Grothendieck, who used category theory to take compass bearings in other work—in
functional analysis
Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (e.g. Inner product space#Definition, inner product, Norm (mathematics)#Defini ...
,
homological algebra
Homological algebra is the branch of mathematics that studies homology (mathematics), homology in a general algebraic setting. It is a relatively young discipline, whose origins can be traced to investigations in combinatorial topology (a precurs ...
and finally
algebraic geometry
Algebraic geometry is a branch of mathematics, classically studying zeros of multivariate polynomials. Modern algebraic geometry is based on the use of abstract algebraic techniques, mainly from commutative algebra, for solving geometrical ...
.
It is probably wrong to say that he promoted the adjoint functor concept in isolation: but recognition of the role of adjunction was inherent in Grothendieck's approach. For example, one of his major achievements was the formulation of
Serre duality In algebraic geometry, a branch of mathematics, Serre duality is a duality for the coherent sheaf cohomology of algebraic varieties, proved by Jean-Pierre Serre. The basic version applies to vector bundles on a smooth projective variety, but Alexa ...
in relative form—loosely, in a continuous family of algebraic varieties. The entire proof turned on the existence of a right adjoint to a certain functor. This is something undeniably abstract, and non-constructive, but also powerful in its own way.
Examples
Free groups
The construction of
free group
In mathematics, the free group ''F'S'' over a given set ''S'' consists of all words that can be built from members of ''S'', considering two words to be different unless their equality follows from the group axioms (e.g. ''st'' = ''suu''−1' ...
s is a common and illuminating example.
Let ''F'' :
Set
Set, The Set, SET or SETS may refer to:
Science, technology, and mathematics Mathematics
*Set (mathematics), a collection of elements
*Category of sets, the category whose objects and morphisms are sets and total functions, respectively
Electro ...
→
Grp be the functor assigning to each set ''Y'' the
free group
In mathematics, the free group ''F'S'' over a given set ''S'' consists of all words that can be built from members of ''S'', considering two words to be different unless their equality follows from the group axioms (e.g. ''st'' = ''suu''−1' ...
generated by the elements of ''Y'', and let ''G'' : Grp → Set be the
forgetful functor In mathematics, in the area of category theory, a forgetful functor (also known as a stripping functor) 'forgets' or drops some or all of the input's structure or properties 'before' mapping to the output. For an algebraic structure of a given signa ...
, which assigns to each group ''X'' its underlying set. Then ''F'' is left adjoint to ''G'':
Initial morphisms. For each set ''Y'', the set ''GFY'' is just the underlying set of the free group ''FY'' generated by ''Y''. Let
be the set map given by "inclusion of generators". This is an initial morphism from ''Y'' to ''G'', because any set map from ''Y'' to the underlying set ''GW'' of some group ''W'' will factor through
via a unique group homomorphism from ''FY'' to ''W''. This is precisely the universal property of the free group on ''Y''.
Terminal morphisms. For each group ''X'', the group ''FGX'' is the free group generated freely by ''GX'', the elements of ''X''. Let
be the group homomorphism which sends the generators of ''FGX'' to the elements of ''X'' they correspond to, which exists by the universal property of free groups. Then each
is a terminal morphism from ''F'' to ''X'', because any group homomorphism from a free group ''FZ'' to ''X'' will factor through
via a unique set map from ''Z'' to ''GX''. This means that (''F'',''G'') is an adjoint pair.
Hom-set adjunction. Group homomorphisms from the free group ''FY'' to a group ''X'' correspond precisely to maps from the set ''Y'' to the set ''GX'': each homomorphism from ''FY'' to ''X'' is fully determined by its action on generators, another restatement of the universal property of free groups. One can verify directly that this correspondence is a natural transformation, which means it is a hom-set adjunction for the pair (''F'',''G'').
counit–unit adjunction. One can also verify directly that ε and η are natural. Then, a direct verification that they form a counit–unit adjunction
is as follows:
The first counit–unit equation
says that for each set ''Y'' the composition
:
should be the identity. The intermediate group ''FGFY'' is the free group generated freely by the words of the free group ''FY''. (Think of these words as placed in parentheses to indicate that they are independent generators.) The arrow
is the group homomorphism from ''FY'' into ''FGFY'' sending each generator ''y'' of ''FY'' to the corresponding word of length one (''y'') as a generator of ''FGFY''. The arrow
is the group homomorphism from ''FGFY'' to ''FY'' sending each generator to the word of ''FY'' it corresponds to (so this map is "dropping parentheses"). The composition of these maps is indeed the identity on ''FY''.
The second counit–unit equation
says that for each group ''X'' the composition
:
should be the identity. The intermediate set ''GFGX'' is just the underlying set of ''FGX''. The arrow
is the "inclusion of generators" set map from the set ''GX'' to the set ''GFGX''. The arrow
is the set map from ''GFGX'' to ''GX'' which underlies the group homomorphism sending each generator of ''FGX'' to the element of ''X'' it corresponds to ("dropping parentheses"). The composition of these maps is indeed the identity on ''GX''.
Free constructions and forgetful functors
Free object
In mathematics, the idea of a free object is one of the basic concepts of abstract algebra. Informally, a free object over a set ''A'' can be thought of as being a "generic" algebraic structure over ''A'': the only equations that hold between ele ...
s are all examples of a left adjoint to a
forgetful functor In mathematics, in the area of category theory, a forgetful functor (also known as a stripping functor) 'forgets' or drops some or all of the input's structure or properties 'before' mapping to the output. For an algebraic structure of a given signa ...
which assigns to an algebraic object its underlying set. These algebraic
free functor
In mathematics, the idea of a free object is one of the basic concepts of abstract algebra. Informally, a free object over a set ''A'' can be thought of as being a "generic" algebraic structure over ''A'': the only equations that hold between elem ...
s have generally the same description as in the detailed description of the free group situation above.
Diagonal functors and limits
Products
Product may refer to:
Business
* Product (business), an item that serves as a solution to a specific consumer problem.
* Product (project management), a deliverable or set of deliverables that contribute to a business solution
Mathematics
* Produ ...
,
fibred products,
equalizers, and
kernels
Kernel may refer to:
Computing
* Kernel (operating system), the central component of most operating systems
* Kernel (image processing), a matrix used for image convolution
* Compute kernel, in GPGPU programming
* Kernel method, in machine learnin ...
are all examples of the categorical notion of a
limit
Limit or Limits may refer to:
Arts and media
* ''Limit'' (manga), a manga by Keiko Suenobu
* ''Limit'' (film), a South Korean film
* Limit (music), a way to characterize harmony
* "Limit" (song), a 2016 single by Luna Sea
* "Limits", a 2019 ...
. Any limit functor is right adjoint to a corresponding diagonal functor (provided the category has the type of limits in question), and the counit of the adjunction provides the defining maps from the limit object (i.e. from the diagonal functor on the limit, in the functor category). Below are some specific examples.
* Products Let Π : Grp
2 → Grp the functor which assigns to each pair (''X''
1, ''X
2'') the product group ''X''
1×''X''
2, and let Δ : Grp → Grp
2 be the
diagonal functor In category theory, a branch of mathematics, the diagonal functor \mathcal \rightarrow \mathcal \times \mathcal is given by \Delta(a) = \langle a,a \rangle, which maps objects as well as morphisms. This functor can be employed to give a succinct ...
which assigns to every group ''X'' the pair (''X'', ''X'') in the product category Grp
2. The universal property of the product group shows that Π is right-adjoint to Δ. The counit of this adjunction is the defining pair of projection maps from ''X''
1×''X''
2 to ''X''
1 and ''X''
2 which define the limit, and the unit is the ''diagonal inclusion'' of a group X into ''X''×''X'' (mapping x to (x,x)).
: The
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 ...
of
sets, the product of rings, the
product of topological spaces etc. follow the same pattern; it can also be extended in a straightforward manner to more than just two factors. More generally, any type of limit is right adjoint to a diagonal functor.
* Kernels. Consider the category ''D'' of homomorphisms of abelian groups. If ''f''
1 : ''A''
1 → ''B''
1 and ''f''
2 : ''A''
2 → ''B''
2 are two objects of ''D'', then a morphism from ''f''
1 to ''f''
2 is a pair (''g''
''A'', ''g''
''B'') of morphisms such that ''g''
''B''''f''
1 = ''f''
2''g''
''A''. Let ''G'' : ''D'' → Ab be the functor which assigns to each homomorphism its
kernel
Kernel may refer to:
Computing
* Kernel (operating system), the central component of most operating systems
* Kernel (image processing), a matrix used for image convolution
* Compute kernel, in GPGPU programming
* Kernel method, in machine learnin ...
and let ''F'' : Ab → ''D'' be the functor which maps the group ''A'' to the homomorphism ''A'' → 0. Then ''G'' is right adjoint to ''F'', which expresses the universal property of kernels. The counit of this adjunction is the defining embedding of a homomorphism's kernel into the homomorphism's domain, and the unit is the morphism identifying a group ''A'' with the kernel of the homomorphism ''A'' → 0.
: A suitable variation of this example also shows that the kernel functors for vector spaces and for modules are right adjoints. Analogously, one can show that the cokernel functors for abelian groups, vector spaces and modules are left adjoints.
Colimits and diagonal functors
Coproduct
In category theory, the coproduct, or categorical sum, is a construction which includes as examples the disjoint union of sets and of topological spaces, the free product of groups, and the direct sum of modules and vector spaces. The coprodu ...
s,
fibred coproducts,
coequalizer
In category theory, a coequalizer (or coequaliser) is a generalization of a quotient by an equivalence relation to objects in an arbitrary category. It is the categorical construction dual to the equalizer.
Definition
A coequalizer is a co ...
s, and
cokernel
The cokernel of a linear mapping of vector spaces is the quotient space of the codomain of by the image of . The dimension of the cokernel is called the ''corank'' of .
Cokernels are dual to the kernels of category theory, hence the name: ...
s are all examples of the categorical notion of a
colimit
In category theory, a branch of mathematics, the abstract notion of a limit captures the essential properties of universal constructions such as products, pullbacks and inverse limits. The dual notion of a colimit generalizes constructions such ...
. Any colimit functor is left adjoint to a corresponding diagonal functor (provided the category has the type of colimits in question), and the unit of the adjunction provides the defining maps into the colimit object. Below are some specific examples.
* Coproducts. If ''F'' : Ab
2 → Ab assigns to every pair (''X''
1, ''X''
2) of abelian groups their
direct sum
The direct sum is an operation between structures in abstract algebra, a branch of mathematics. It is defined differently, but analogously, for different kinds of structures. To see how the direct sum is used in abstract algebra, consider a more ...
, and if ''G'' : Ab → Ab
2 is the functor which assigns to every abelian group ''Y'' the pair (''Y'', ''Y''), then ''F'' is left adjoint to ''G'', again a consequence of the universal property of direct sums. The unit of this adjoint pair is the defining pair of inclusion maps from ''X''
1 and ''X''
2 into the direct sum, and the counit is the additive map from the direct sum of (''X'',''X'') to back to ''X'' (sending an element (''a'',''b'') of the direct sum to the element ''a''+''b'' of ''X'').
: Analogous examples are given by the
direct sum
The direct sum is an operation between structures in abstract algebra, a branch of mathematics. It is defined differently, but analogously, for different kinds of structures. To see how the direct sum is used in abstract algebra, consider a more ...
of
vector space
In mathematics and physics, a vector space (also called a linear space) is a set whose elements, often called ''vectors'', may be added together and multiplied ("scaled") by numbers called '' scalars''. Scalars are often real numbers, but can ...
s and
modules
Broadly speaking, modularity is the degree to which a system's components may be separated and recombined, often with the benefit of flexibility and variety in use. The concept of modularity is used primarily to reduce complexity by breaking a sy ...
, by the
free product
In mathematics, specifically group theory, the free product is an operation that takes two groups ''G'' and ''H'' and constructs a new The result contains both ''G'' and ''H'' as subgroups, is generated by the elements of these subgroups, and i ...
of groups and by the disjoint union of sets.
Further examples
Algebra
* Adjoining an identity to a
rng. This example was discussed in the motivation section above. Given a rng ''R'', a multiplicative identity element can be added by taking ''R''xZ and defining a Z-bilinear product with (r,0)(0,1) = (0,1)(r,0) = (r,0), (r,0)(s,0) = (rs,0), (0,1)(0,1) = (0,1). This constructs a left adjoint to the functor taking a ring to the underlying rng.
* Adjoining an identity to a
semigroup
In mathematics, a semigroup is an algebraic structure consisting of a set together with an associative internal binary operation on it.
The binary operation of a semigroup is most often denoted multiplicatively: ''x''·''y'', or simply ''xy'', ...
. Similarly, given a semigroup ''S'', we can add an identity element and obtain a
monoid
In abstract algebra, a branch of mathematics, a monoid is a set equipped with an associative binary operation and an identity element. For example, the nonnegative integers with addition form a monoid, the identity element being 0.
Monoids ...
by taking the
disjoint union
In mathematics, a disjoint union (or discriminated union) of a family of sets (A_i : i\in I) is a set A, often denoted by \bigsqcup_ A_i, with an injection of each A_i into A, such that the images of these injections form a partition of A (th ...
''S''
and defining a binary operation on it such that it extends the operation on ''S'' and 1 is an identity element. This construction gives a functor that is a left adjoint to the functor taking a monoid to the underlying semigroup.
* Ring extensions. Suppose ''R'' and ''S'' are rings, and ρ : ''R'' → ''S'' is a
ring homomorphism
In ring theory, a branch of abstract algebra, a ring homomorphism is a structure-preserving function between two rings. More explicitly, if ''R'' and ''S'' are rings, then a ring homomorphism is a function such that ''f'' is:
:addition preservi ...
. Then ''S'' can be seen as a (left) ''R''-module, and the
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 ...
with ''S'' yields a functor ''F'' : ''R''-Mod → ''S''-Mod. Then ''F'' is left adjoint to the forgetful functor ''G'' : ''S''-Mod → ''R''-Mod.
*
Tensor products
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 ...
. If ''R'' is a ring and ''M'' is a right ''R''-module, then the tensor product with ''M'' yields a functor ''F'' : ''R''-Mod → Ab. The functor ''G'' : Ab → ''R''-Mod, defined by ''G''(''A'') = hom
Z(''M'',''A'') for every abelian group ''A'', is a right adjoint to ''F''.
* From monoids and groups to rings. The
integral monoid ring
In abstract algebra, a monoid ring is a ring constructed from a ring and a monoid, just as a group ring is constructed from a ring and a group.
Definition
Let ''R'' be a ring and let ''G'' be a monoid. The monoid ring or monoid algebra of ''G'' o ...
construction gives a functor from
monoid
In abstract algebra, a branch of mathematics, a monoid is a set equipped with an associative binary operation and an identity element. For example, the nonnegative integers with addition form a monoid, the identity element being 0.
Monoids ...
s to rings. This functor is left adjoint to the functor that associates to a given ring its underlying multiplicative monoid. Similarly, the
integral group ring construction yields a functor from
groups
A group is a number of persons or things that are located, gathered, or classed together.
Groups of people
* Cultural group, a group whose members share the same cultural identity
* Ethnic group, a group whose members share the same ethnic iden ...
to rings, left adjoint to the functor that assigns to a given ring its
group of units
In algebra, a unit of a ring is an invertible element for the multiplication of the ring. That is, an element of a ring is a unit if there exists in such that
vu = uv = 1,
where is the multiplicative identity; the element is unique for this ...
. One can also start with a
field
Field may refer to:
Expanses of open ground
* Field (agriculture), an area of land used for agricultural purposes
* Airfield, an aerodrome that lacks the infrastructure of an airport
* Battlefield
* Lawn, an area of mowed grass
* Meadow, a grass ...
''K'' and consider the category of ''K''-
algebras
In mathematics, an algebra over a field (often simply called an algebra) is a vector space equipped with a bilinear product. Thus, an algebra is an algebraic structure consisting of a set together with operations of multiplication and addition a ...
instead of the category of rings, to get the monoid and group rings over ''K''.
* Field of fractions. Consider the category Dom
m of integral domains with injective morphisms. The forgetful functor Field → Dom
m from fields has a left adjoint—it assigns to every integral domain its
field of fractions
In abstract algebra, the field of fractions of an integral domain is the smallest field in which it can be embedded. The construction of the field of fractions is modeled on the relationship between the integral domain of integers and the field ...
.
* Polynomial rings. Let Ring
* be the category of pointed commutative rings with unity (pairs (A,a) where A is a ring, a ∈ A and morphisms preserve the distinguished elements). The forgetful functor G:Ring
* → Ring has a left adjoint – it assigns to every ring R the pair (R
x) where R
is the
polynomial ring
In mathematics, especially in the field of algebra, a polynomial ring or polynomial algebra is a ring (which is also a commutative algebra) formed from the set of polynomials in one or more indeterminates (traditionally also called variables) ...
with coefficients from R.
* Abelianization. Consider the inclusion functor ''G'' : Ab → Grp from the
category of abelian groups In mathematics, the category Ab has the abelian groups as objects and group homomorphisms as morphisms. This is the prototype of an abelian category: indeed, every small abelian category can be embedded in Ab.
Properties
The zero object of Ab is ...
to
category of groups
In mathematics, the category Grp (or Gp) has the class of all groups for objects and group homomorphisms for morphisms. As such, it is a concrete category. The study of this category is known as group theory.
Relation to other categories
There a ...
. It has a left adjoint called
abelianization
In mathematics, more specifically in abstract algebra, the commutator subgroup or derived subgroup of a group is the subgroup generated by all the commutators of the group.
The commutator subgroup is important because it is the smallest normal s ...
which assigns to every group ''G'' the quotient group ''G''
ab=''G''/
'G'',''G''
* The Grothendieck group. In
K-theory
In mathematics, K-theory is, roughly speaking, the study of a ring generated by vector bundles over a topological space or scheme. In algebraic topology, it is a cohomology theory known as topological K-theory. In algebra and algebraic geometry, ...
, the point of departure is to observe that the category of
vector bundle
In mathematics, a vector bundle is a topological construction that makes precise the idea of a family of vector spaces parameterized by another space X (for example X could be a topological space, a manifold, or an algebraic variety): to every po ...
s on a
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 ...
has a commutative monoid structure under
direct sum
The direct sum is an operation between structures in abstract algebra, a branch of mathematics. It is defined differently, but analogously, for different kinds of structures. To see how the direct sum is used in abstract algebra, consider a more ...
. One may make an
abelian group
In mathematics, an abelian group, also called a commutative group, is a group in which the result of applying the group operation to two group elements does not depend on the order in which they are written. That is, the group operation is commut ...
out of this monoid, the
Grothendieck group
In mathematics, the Grothendieck group, or group of differences, of a commutative monoid is a certain abelian group. This abelian group is constructed from in the most universal way, in the sense that any abelian group containing a homomorphic i ...
, by formally adding an additive inverse for each bundle (or equivalence class). Alternatively one can observe that the functor that for each group takes the underlying monoid (ignoring inverses) has a left adjoint. This is a once-for-all construction, in line with the third section discussion above. That is, one can imitate the construction of
negative number
In mathematics, a negative number represents an opposite. In the real number system, a negative number is a number that is less than zero. Negative numbers are often used to represent the magnitude of a loss or deficiency. A debt that is owed m ...
s; but there is the other option of an
existence theorem
In mathematics, an existence theorem is a theorem which asserts the existence of a certain object. It might be a statement which begins with the phrase " there exist(s)", or it might be a universal statement whose last quantifier is existential ...
. For the case of finitary algebraic structures, the existence by itself can be referred to
universal algebra
Universal algebra (sometimes called general algebra) is the field of mathematics that studies algebraic structures themselves, not examples ("models") of algebraic structures.
For instance, rather than take particular groups as the object of study, ...
, or
model theory
In mathematical logic, model theory is the study of the relationship between formal theories (a collection of sentences in a formal language expressing statements about a mathematical structure), and their models (those structures in which the s ...
; naturally there is also a proof adapted to category theory, too.
* Frobenius reciprocity in the
representation theory of groups
Representation may refer to:
Law and politics
*Representation (politics), political activities undertaken by elected representatives, as well as other theories
** Representative democracy, type of democracy in which elected officials represent a ...
: see
induced representation
In group theory, the induced representation is a representation of a group, , which is constructed using a known representation of a subgroup . Given a representation of '','' the induced representation is, in a sense, the "most general" represent ...
. This example foreshadowed the general theory by about half a century.
Topology
* A functor with a left and a right adjoint. Let ''G'' be the functor from
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 to
sets that associates to every topological space its underlying set (forgetting the topology, that is). ''G'' has a left adjoint ''F'', creating the
discrete space
In topology, a discrete space is a particularly simple example of a topological space or similar structure, one in which the points form a , meaning they are '' isolated'' from each other in a certain sense. The discrete topology is the finest to ...
on a set ''Y'', and a right adjoint ''H'' creating the
trivial topology In topology, a topological space with the trivial topology is one where the only open sets are the empty set and the entire space. Such spaces are commonly called indiscrete, anti-discrete, concrete or codiscrete. Intuitively, this has the consequ ...
on ''Y''.
* Suspensions and loop spaces. Given
topological spaces
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 ...
''X'' and ''Y'', the space
'SX'', ''Y''of
homotopy classes
In topology, a branch of mathematics, two continuous functions from one topological space to another are called homotopic (from grc, ὁμός "same, similar" and "place") if one can be "continuously deformed" into the other, such a defor ...
of maps from the
suspension
Suspension or suspended may refer to:
Science and engineering
* Suspension (topology), in mathematics
* Suspension (dynamical systems), in mathematics
* Suspension of a ring, in mathematics
* Suspension (chemistry), small solid particles suspend ...
''SX'' of ''X'' to ''Y'' is naturally isomorphic to the space
'X'', Ω''Y''of homotopy classes of maps from ''X'' to the
loop space
In topology, a branch of mathematics, the loop space Ω''X'' of a pointed topological space ''X'' is the space of (based) loops in ''X'', i.e. continuous pointed maps from the pointed circle ''S''1 to ''X'', equipped with the compact-open topology ...
Ω''Y'' of ''Y''. The suspension functor is therefore left adjoint to the loop space functor in the
homotopy category In mathematics, the homotopy category is a category built from the category of topological spaces which in a sense identifies two spaces that have the same shape. The phrase is in fact used for two different (but related) categories, as discussed be ...
, an important fact in
homotopy theory
In mathematics, homotopy theory is a systematic study of situations in which maps can come with homotopies between them. It originated as a topic in algebraic topology but nowadays is studied as an independent discipline. Besides algebraic topolog ...
.
* Stone–Čech compactification. Let KHaus be the category of
compact
Compact as used in politics may refer broadly to a pact or treaty; in more specific cases it may refer to:
* Interstate compact
* Blood compact, an ancient ritual of the Philippines
* Compact government, a type of colonial rule utilized in British ...
Hausdorff space
In topology and related branches of mathematics, a Hausdorff space ( , ), separated space or T2 space is a topological space where, for any two distinct points, there exist neighbourhoods of each which are disjoint from each other. Of the many ...
s and ''G'' : KHaus → Top be the inclusion functor to the category of
topological spaces
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 ...
. Then ''G'' has a left adjoint ''F'' : Top → KHaus, the
Stone–Čech compactification In the mathematical discipline of general topology, Stone–Čech compactification (or Čech–Stone compactification) is a technique for constructing a universal map from a topological space ''X'' to a compact Hausdorff space ''βX''. The Stone ...
. The unit of this adjoint pair yields a
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 ...
map from every topological space ''X'' into its Stone–Čech compactification.
* Direct and inverse images of sheaves. Every
continuous map
In mathematics, a continuous function is a function such that a continuous variation (that is a change without jump) of the argument induces a continuous variation of the value of the function. This means that there are no abrupt changes in value ...
''f'' : ''X'' → ''Y'' between
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 induces a functor ''f''
∗ from the category of
sheaves (of sets, or abelian groups, or rings...) on ''X'' to the corresponding category of sheaves on ''Y'', the ''
direct image functor In mathematics, the direct image functor is a construction in sheaf theory that generalizes the global sections functor to the relative case. It is of fundamental importance in topology and algebraic geometry. Given a sheaf ''F'' defined on a topolo ...
''. It also induces a functor ''f''
−1 from the category of sheaves of abelian groups on ''Y'' to the category of sheaves of abelian groups on ''X'', the ''
inverse image functor In mathematics, specifically in algebraic topology and algebraic geometry, an inverse image functor is a contravariant construction of sheaves; here “contravariant” in the sense given a map f : X \to Y, the inverse image functor is a functor ...
''. ''f''
−1 is left adjoint to ''f''
∗. Here a more subtle point is that the left adjoint for
coherent sheaves
In mathematics, especially in algebraic geometry and the theory of complex manifolds, coherent sheaves are a class of sheaves closely linked to the geometric properties of the underlying space. The definition of coherent sheaves is made with refer ...
will differ from that for sheaves (of sets).
* Soberification. The article on
Stone duality
In mathematics, there is an ample supply of categorical dualities between certain categories of topological spaces and categories of partially ordered sets. Today, these dualities are usually collected under the label Stone duality, since they fo ...
describes an adjunction between the category of topological spaces and the category of
sober space In mathematics, a sober space is a topological space ''X'' such that every (nonempty) irreducible closed subset of ''X'' is the closure of exactly one point of ''X'': that is, every irreducible closed subset has a unique generic point.
Definition ...
s that is known as soberification. Notably, the article also contains a detailed description of another adjunction that prepares the way for the famous
duality
Duality may refer to:
Mathematics
* Duality (mathematics), a mathematical concept
** Dual (category theory), a formalization of mathematical duality
** Duality (optimization)
** Duality (order theory), a concept regarding binary relations
** Dual ...
of sober spaces and spatial locales, exploited in
pointless topology In mathematics, pointless topology, also called point-free topology (or pointfree topology) and locale theory, is an approach to topology that avoids mentioning points, and in which the lattices of open sets are the primitive notions. In this appr ...
.
Posets
Every
partially ordered set
In mathematics, especially order theory, a partially ordered set (also poset) formalizes and generalizes the intuitive concept of an ordering, sequencing, or arrangement of the elements of a Set (mathematics), set. A poset consists of a set toget ...
can be viewed as a category (where the elements of the poset become the category's objects and we have a single morphism from ''x'' to ''y'' if and only if ''x'' ≤ ''y''). A pair of adjoint functors between two partially ordered sets is called a
Galois connection In mathematics, especially in order theory, a Galois connection is a particular correspondence (typically) between two partially ordered sets (posets). Galois connections find applications in various mathematical theories. They generalize the funda ...
(or, if it is contravariant, an ''antitone'' Galois connection). See that article for a number of examples: the case of
Galois theory
In mathematics, Galois theory, originally introduced by Évariste Galois, provides a connection between field theory and group theory. This connection, the fundamental theorem of Galois theory, allows reducing certain problems in field theory to ...
of course is a leading one. Any Galois connection gives rise to
closure operator In mathematics, a closure operator on a set ''S'' is a function \operatorname: \mathcal(S)\rightarrow \mathcal(S) from the power set of ''S'' to itself that satisfies the following conditions for all sets X,Y\subseteq S
:
Closure operators are dete ...
s and to inverse order-preserving bijections between the corresponding closed elements.
As is the case for Galois groups, the real interest lies often in refining a correspondence to a
duality
Duality may refer to:
Mathematics
* Duality (mathematics), a mathematical concept
** Dual (category theory), a formalization of mathematical duality
** Duality (optimization)
** Duality (order theory), a concept regarding binary relations
** Dual ...
(i.e. ''antitone'' order isomorphism). A treatment of Galois theory along these lines by
Kaplansky was influential in the recognition of the general structure here.
The partial order case collapses the adjunction definitions quite noticeably, but can provide several themes:
* adjunctions may not be dualities or isomorphisms, but are candidates for upgrading to that status
* closure operators may indicate the presence of adjunctions, as corresponding
monads (cf. the
Kuratowski closure axioms In topology and related branches of mathematics, the Kuratowski closure axioms are a set of axioms that can be used to define a topological structure on a set. They are equivalent to the more commonly used open set definition. They were first formal ...
)
* a very general comment of
William Lawvere
Francis William Lawvere (; born February 9, 1937) is a mathematician known for his work in category theory, topos theory and the philosophy of mathematics.
Biography
Lawvere studied continuum mechanics as an undergraduate with Clifford Truesdel ...
is that ''syntax and semantics'' are adjoint: take ''C'' to be the set of all logical theories (axiomatizations), and ''D'' the power set of the set of all mathematical structures. For a theory ''T'' in ''C'', let ''G''(''T'') be the set of all structures that satisfy the axioms ''T''; for a set of mathematical structures ''S'', let ''F''(''S'') be the minimal axiomatization of ''S''. We can then say that ''S'' is a subset of ''G''(''T'') if and only if ''F''(''S'') logically implies ''T'': the "semantics functor" ''G'' is right adjoint to the "syntax functor" ''F''.
*
division
Division or divider may refer to:
Mathematics
*Division (mathematics), the inverse of multiplication
*Division algorithm, a method for computing the result of mathematical division
Military
*Division (military), a formation typically consisting ...
is (in general) the attempt to ''invert'' multiplication, but in situations where this is not possible, we often attempt to construct an ''adjoint'' instead: the
ideal quotient is adjoint to the multiplication by
ring ideal
In ring theory, a branch of abstract algebra, an ideal of a ring is a special subset of its elements. Ideals generalize certain subsets of the integers, such as the even numbers or the multiples of 3. Addition and subtraction of even numbers pre ...
s, and the
implication in
propositional logic
Propositional calculus is a branch of logic. It is also called propositional logic, statement logic, sentential calculus, sentential logic, or sometimes zeroth-order logic. It deals with propositions (which can be true or false) and relations b ...
is adjoint to
logical conjunction
In logic, mathematics and linguistics, And (\wedge) is the truth-functional operator of logical conjunction; the ''and'' of a set of operands is true if and only if ''all'' of its operands are true. The logical connective that represents this ...
.
Category theory
* Equivalences. If ''F'' : ''D'' → ''C'' is an
equivalence of categories
In category theory, a branch of abstract mathematics, an equivalence of categories is a relation between two categories that establishes that these categories are "essentially the same". There are numerous examples of categorical equivalences fro ...
, then we have an inverse equivalence ''G'' : ''C'' → ''D'', and the two functors ''F'' and ''G'' form an adjoint pair. The unit and counit are natural isomorphisms in this case.
* A series of adjunctions. The functor π
0 which assigns to a category its set of connected components is left-adjoint to the functor ''D'' which assigns to a set the discrete category on that set. Moreover, ''D'' is left-adjoint to the object functor ''U'' which assigns to each category its set of objects, and finally ''U'' is left-adjoint to ''A'' which assigns to each set the indiscrete category on that set.
* Exponential object. In a
cartesian closed category
In category theory, a category is Cartesian closed if, roughly speaking, any morphism defined on a product of two objects can be naturally identified with a morphism defined on one of the factors. These categories are particularly important in ma ...
the endofunctor ''C'' → ''C'' given by –×''A'' has a right adjoint –
''A''. This pair is often referred to 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 ...
and uncurrying; in many special cases, they are also continuous and form a homeomorphism.
Categorical logic
* Quantification. If
is a unary predicate expressing some property, then a sufficiently strong set theory may prove the existence of the set
of terms that fulfill the property. A proper subset
and the associated injection of
into
is characterized by a predicate
expressing a strictly more restrictive property.
:The role of
quantifiers in predicate logics is in forming propositions and also in expressing sophisticated predicates by closing formulas with possibly more variables. For example, consider a predicate
with two open variables of sort
and
. Using a quantifier to close
, we can form the set
::
:of all elements
of
for which there is an
to which it is
-related, and which itself is characterized by the property
. Set theoretic operations like the intersection
of two sets directly corresponds to the conjunction
of predicates. In
categorical logic
__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 ...
, a subfield of
topos theory
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 notion ...
, quantifiers are identified with adjoints to the pullback functor. Such a realization can be seen in analogy to the discussion of propositional logic using set theory but the general definition make for a richer range of logics.
:So consider an object
in a category with pullbacks. Any morphism
induces a functor
::
:on the category that is the preorder of
subobjects. It maps subobjects
of
(technically: monomorphism classes of
) to the pullback
. If this functor has a left- or right adjoint, they are called
and
, respectively.
[ Mac Lane, Saunders; Moerdijk, Ieke (1992) ''Sheaves in Geometry and Logic'', Springer-Verlag. ''See page 58''] They both map from
back to
. Very roughly, given a domain
to quantify a relation expressed via
over, the functor/quantifier closes
in
and returns the thereby specified subset of
.
: Example: In
, the category of sets and functions, the canonical subobjects are the subset (or rather their canonical injections). The pullback
of an injection of a subset
into
along
is characterized as the largest set which knows all about
and the injection of
into
. It therefore turns out to be (in bijection with) the inverse image
.
:For
, let us figure out the left adjoint, which is defined via
::
:which here just means
::