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algebra Algebra is a branch of mathematics that deals with abstract systems, known as algebraic structures, and the manipulation of expressions within those systems. It is a generalization of arithmetic that introduces variables and algebraic ope ...
, the kernel of a
homomorphism In algebra, a homomorphism is a morphism, structure-preserving map (mathematics), map between two algebraic structures of the same type (such as two group (mathematics), groups, two ring (mathematics), rings, or two vector spaces). The word ''homo ...
is the relation describing how elements in the domain of the homomorphism become related in the
image An image or picture is a visual representation. An image can be Two-dimensional space, two-dimensional, such as a drawing, painting, or photograph, or Three-dimensional space, three-dimensional, such as a carving or sculpture. Images may be di ...
. A homomorphism is a function that preserves the underlying
algebraic structure In mathematics, an algebraic structure or algebraic system consists of a nonempty set ''A'' (called the underlying set, carrier set or domain), a collection of operations on ''A'' (typically binary operations such as addition and multiplicatio ...
in the domain to its image. When the algebraic structures involved have an underlying group structure, the kernel is taken to be the
preimage In mathematics, for a function f: X \to Y, the image of an input value x is the single output value produced by f when passed x. The preimage of an output value y is the set of input values that produce y. More generally, evaluating f at each ...
of the group's identity element in the image, that is, it consists of the elements of the domain mapping to the image's identity. For example, the map that sends every
integer An integer is the number zero (0), a positive natural number (1, 2, 3, ...), or the negation of a positive natural number (−1, −2, −3, ...). The negations or additive inverses of the positive natural numbers are referred to as negative in ...
to its parity (that is, 0 if the number is even, 1 if the number is odd) would be a homomorphism to the integers
modulo In computing and mathematics, the modulo operation returns the remainder or signed remainder of a division, after one number is divided by another, the latter being called the '' modulus'' of the operation. Given two positive numbers and , mo ...
2, and its respective kernel would be the even integers which all have 0 as its parity. The kernel of a homomorphism of group-like structures will only contain the identity if and only if the homomorphism is
injective In mathematics, an injective function (also known as injection, or one-to-one function ) is a function that maps distinct elements of its domain to distinct elements of its codomain; that is, implies (equivalently by contraposition, impl ...
, that is if the inverse image of every element consists of a single element. This means that the kernel can be viewed as a measure of the degree to which the homomorphism fails to be injective. For some types of structure, such as
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 commu ...
s and
vector space In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
s, the possible kernels are exactly the substructures of the same type. This is not always the case, and some kernels have received a special name, such as normal subgroups for groups and two-sided ideals for rings. The concept of a kernel has been extended to structures such that the inverse image of a single element is not sufficient for deciding whether a homomorphism is injective. In these cases, the kernel is a
congruence relation In abstract algebra, a congruence relation (or simply congruence) is an equivalence relation on an algebraic structure (such as a group (mathematics), group, ring (mathematics), ring, or vector space) that is compatible with the structure in the ...
. Kernels allow defining quotient objects (also called quotient algebras in
universal algebra Universal algebra (sometimes called general algebra) is the field of mathematics that studies algebraic structures in general, not specific types of algebraic structures. For instance, rather than considering groups or rings as the object of stud ...
). For many types of algebraic structure, the
fundamental theorem on homomorphisms In abstract algebra, the fundamental theorem on homomorphisms, also known as the fundamental homomorphism theorem, or the first isomorphism theorem, relates the structure of two objects between which a homomorphism is given, and of the Kernel (alg ...
(or first isomorphism theorem) states that
image An image or picture is a visual representation. An image can be Two-dimensional space, two-dimensional, such as a drawing, painting, or photograph, or Three-dimensional space, three-dimensional, such as a carving or sculpture. Images may be di ...
of a homomorphism is
isomorphic In mathematics, an isomorphism is a structure-preserving mapping or morphism 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 the ...
to the quotient by the kernel.


Definition


Group homomorphisms

Let ''G'' and ''H'' be groups and let ''f'' be a
group homomorphism In mathematics, given two groups, (''G'',∗) and (''H'', ·), a group homomorphism from (''G'',∗) to (''H'', ·) is a function ''h'' : ''G'' → ''H'' such that for all ''u'' and ''v'' in ''G'' it holds that : h(u*v) = h(u) \cdot h(v) whe ...
from ''G'' to ''H''. If ''e''''H'' is the
identity element In mathematics, an identity element or neutral element of a binary operation is an element that leaves unchanged every element when the operation is applied. For example, 0 is an identity element of the addition of real numbers. This concept is use ...
of ''H'', then the ''kernel'' of ''f'' is the preimage of the singleton set ; that is, the subset of ''G'' consisting of all those elements of ''G'' that are mapped by ''f'' to the element ''e''''H''. The kernel is usually denoted (or a variation). In symbols: : \ker f = \ . Since a group homomorphism preserves identity elements, the identity element ''e''''G'' of ''G'' must belong to the kernel. The homomorphism ''f'' is injective if and only if its kernel is only the singleton set . is a
subgroup In group theory, a branch of mathematics, a subset of a group G is a subgroup of G if the members of that subset form a group with respect to the group operation in G. Formally, given a group (mathematics), group under a binary operation  ...
of ''G'' and further it is a
normal subgroup In abstract algebra, a normal subgroup (also known as an invariant subgroup or self-conjugate subgroup) is a subgroup that is invariant under conjugation by members of the group of which it is a part. In other words, a subgroup N of the group ...
. Thus, there is a corresponding
quotient group A quotient group or factor group is a mathematical group obtained by aggregating similar elements of a larger group using an equivalence relation that preserves some of the group structure (the rest of the structure is "factored out"). For ex ...
. This is isomorphic to ''f''(''G''), the image of ''G'' under ''f'' (which is a subgroup of ''H'' also), by the first isomorphism theorem for groups.


Ring homomorphisms

Let ''R'' and ''S'' be rings (assumed unital) and let ''f'' be a
ring homomorphism In mathematics, 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 that preserves addition, multiplication and multiplicative identity ...
from ''R'' to ''S''. If 0''S'' is the zero element of ''S'', then the ''kernel'' of ''f'' is its kernel as additive groups. It is the preimage of the zero ideal , which is, the subset of ''R'' consisting of all those elements of ''R'' that are mapped by ''f'' to the element 0''S''. The kernel is usually denoted (or a variation). In symbols: : \operatorname f = \ . Since a ring homomorphism preserves zero elements, the zero element 0''R'' of ''R'' must belong to the kernel. The homomorphism ''f'' is injective if and only if its kernel is only the singleton set . This is always the case if ''R'' is a field, and ''S'' is not the zero ring. Since ker ''f'' contains the multiplicative identity only when ''S'' is the zero ring, it turns out that the kernel is generally not a
subring In mathematics, a subring of a ring is a subset of that is itself a ring when binary operations of addition and multiplication on ''R'' are restricted to the subset, and that shares the same multiplicative identity as .In general, not all s ...
of ''R.'' The kernel is a sub rng, and, more precisely, a two-sided ideal of ''R''. Thus, it makes sense to speak of the
quotient ring In ring theory, a branch of abstract algebra, a quotient ring, also known as factor ring, difference ring or residue class ring, is a construction quite similar to the quotient group in group theory and to the quotient space in linear algebra. ...
. The first isomorphism theorem for rings states that this quotient ring is naturally isomorphic to the image of ''f'' (which is a subring of ''S'').


Linear maps

Let ''V'' and ''W'' be
vector space In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
s over a field (or more generally, modules over a ring) and let ''T'' be a
linear map In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that p ...
from ''V'' to ''W''. If 0''W'' is the
zero vector In mathematics, a zero element is one of several generalizations of the number zero to other algebraic structures. These alternate meanings may or may not reduce to the same thing, depending on the context. Additive identities An '' additive id ...
of ''W'', then the kernel of ''T'' (or null space) is the
preimage In mathematics, for a function f: X \to Y, the image of an input value x is the single output value produced by f when passed x. The preimage of an output value y is the set of input values that produce y. More generally, evaluating f at each ...
of the zero subspace ; that is, the
subset In mathematics, a Set (mathematics), set ''A'' is a subset of a set ''B'' if all Element (mathematics), elements of ''A'' are also elements of ''B''; ''B'' is then a superset of ''A''. It is possible for ''A'' and ''B'' to be equal; if they a ...
of ''V'' consisting of all those elements of ''V'' that are mapped by ''T'' to the element 0''W''. The kernel is usually denoted as , or some variation thereof: : \ker T = \ . Since a linear map preserves zero vectors, the zero vector 0''V'' of ''V'' must belong to the kernel. The transformation ''T'' is injective if and only if its kernel is reduced to the zero subspace. The kernel ker ''T'' is always a
linear subspace In mathematics, the term ''linear'' is used in two distinct senses for two different properties: * linearity of a ''function (mathematics), function'' (or ''mapping (mathematics), mapping''); * linearity of a ''polynomial''. An example of a li ...
of ''V''. Thus, it makes sense to speak of the quotient space . The first isomorphism theorem for vector spaces states that this quotient space is
naturally isomorphic 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 ...
to the
image An image or picture is a visual representation. An image can be Two-dimensional space, two-dimensional, such as a drawing, painting, or photograph, or Three-dimensional space, three-dimensional, such as a carving or sculpture. Images may be di ...
of ''T'' (which is a subspace of ''W''). As a consequence, the
dimension In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coo ...
of ''V'' equals the dimension of the kernel plus the dimension of the image.


Module homomorphisms

Let R be a ring, and let M and N be R- modules. If \varphi: M \to N is a module homomorphism, then the kernel is defined to be: : \ker \varphi = \ Every kernel is a submodule of the domain module, which means they always contain 0, the additive identity of the module. Kernels 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 commu ...
s can be considered a particular kind of module kernel when the underlying ring is the
integer An integer is the number zero (0), a positive natural number (1, 2, 3, ...), or the negation of a positive natural number (−1, −2, −3, ...). The negations or additive inverses of the positive natural numbers are referred to as negative in ...
s.


Survey of examples


Group homomorphisms

Let ''G'' be the
cyclic group In abstract algebra, a cyclic group or monogenous group is a Group (mathematics), group, denoted C_n (also frequently \Z_n or Z_n, not to be confused with the commutative ring of P-adic number, -adic numbers), that is Generating set of a group, ge ...
on 6 elements with modular addition, ''H'' be the cyclic on 2 elements with modular addition, and ''f'' the homomorphism that maps each element ''g'' in ''G'' to the element ''g'' modulo 2 in ''H''. Then , since all these elements are mapped to 0''H''. The quotient group has two elements: and , and is isomorphic to ''H''. Given a
isomorphism In mathematics, an isomorphism is a structure-preserving mapping or morphism 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 the ...
\varphi: G \to H, one has \ker \varphi = 1. On the other hand, if this mapping is merely a homomorphism where ''H'' is the trivial group, then \varphi(g)=1 for all g \in G, so thus \ker \varphi = G. Let \varphi: \mathbb^2 \to \mathbb be the map defined as \varphi((x,y)) = x. Then this is a homomorphism with the kernel consisting precisely the points of the form (0,y). This mapping is considered the "projection onto the x-axis." A similar phenomenon occurs with the mapping f: (\mathbb^\times)^2 \to \mathbb^\times defined as f(a,b)=b, where the kernel is the points of the form (a,1) For a non-abelian example, let Q_8 denote the Quaternion group, and V_4 the Klein 4-group. Define a mapping \varphi: Q_8 \to V_4 to be: : \varphi(\pm1)=1 : \varphi(\pm i)=a : \varphi(\pm j)=b : \varphi(\pm k)=c Then this mapping is a homomorphism where \ker \varphi = \ .


Ring homomorphisms

Consider the mapping \varphi : \mathbb \to \mathbb/2\mathbb where the later ring is the integers modulo 2 and the map sends each number to its parity; 0 for even numbers, and 1 for odd numbers. This mapping turns out to be a homomorphism, and since the additive identity of the later ring is 0, the kernel is precisely the even numbers. Let \varphi: \mathbb \to \mathbb be defined as \varphi(p(x))=p(0). This mapping , which happens to be a homomorphism, sends each polynomial to its constant term. It maps a polynomial to zero
if and only if In logic and related fields such as mathematics and philosophy, "if and only if" (often shortened as "iff") is paraphrased by the biconditional, a logical connective between statements. The biconditional is true in two cases, where either bo ...
said polynomial's constant term is 0. Polynomials with real coefficients can receive a similar homomorphism, with its kernel being the polynomials with constant term 0.


Linear maps

Let \varphi: \mathbb^3 \to \mathbb be defined as \varphi(x,y,z) = x+2y+3z, then the kernel of \varphi (that is, the null space) will be the set of points (x,y,z) \in \mathbb^3 such that x+2y+3z=0, and this set is a subspace of \mathbb^3 (the same is true for every kernel of a linear map). If D represents the
derivative In mathematics, the derivative is a fundamental tool that quantifies the sensitivity to change of a function's output with respect to its input. The derivative of a function of a single variable at a chosen input value, when it exists, is t ...
operator on real
polynomial In mathematics, a polynomial is a Expression (mathematics), mathematical expression consisting of indeterminate (variable), indeterminates (also called variable (mathematics), variables) and coefficients, that involves only the operations of addit ...
s, then the kernel of D will consist of the polynomials with deterivative equal to 0, that is the
constant function In mathematics, a constant function is a function whose (output) value is the same for every input value. Basic properties As a real-valued function of a real-valued argument, a constant function has the general form or just For example, ...
s. Consider the mapping (Tp)(x)=x^2p(x), where p is a polynomial with real coefficients. Then T is a linear map whose kernel is precisely 0, since it is the only polynomial to satisfy x^2p(x) = 0 for all x \in \mathbb.


Quotient algebras

The kernel of a homomorphism can be used to define a quotient algebra. For instance, if \varphi: G \to H denotes a group homomorphism, and denote K = \ker \varphi , then consider G/K to be the set of
fibers Fiber (spelled fibre in British English; from ) is a natural or artificial substance that is significantly longer than it is wide. Fibers are often used in the manufacture of other materials. The strongest engineering materials often inco ...
of the homomorphism \varphi, where a fiber is merely the set of points of the domain mapping to a single chosen point in the range. If X_a \in G/K denotes the fiber of the element a \in H , then a group operation on the set of fibers can be endowed by X_a X_b = X_, and G/K is called the quotient group (or factor group), to be read as "G modulo K" or "G mod K". The terminology arises from the fact that the kernel represents the fiber of the identity element of the range, H, and that the remaining elements are simply "translates" of the kernel, so the quotient group is obtained by "dividing out" by the kernel. The fibers can also be described by looking at the domain relative to the kernel; given X \in G/K and any element u \in X , then X = uK = Ku where: : uK = \ : Ku = \ these sets are called the left and right cosets respectively, and can be defined in general for any arbitrary
subgroup In group theory, a branch of mathematics, a subset of a group G is a subgroup of G if the members of that subset form a group with respect to the group operation in G. Formally, given a group (mathematics), group under a binary operation  ...
aside from the kernel. The group operation can then be defined as uK \circ vK = (uk)K, which is well-defined regardless of the choice of representatives of the fibers. According to the first isomorphism theorem, there is an isomorphism \mu: G/K \to \varphi(G), where the later group is the image of the homomorphism \varphi, and the isomorphism is defined as \mu(uK)=\varphi(u), and such map is also well-defined. For rings, modules, and
vector space In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
s, one can define the respective quotient algebras via the underlying additive group structure, with cosets represented as x+K. Ring multiplication can be defined on the quotient algebra the same way as in the group (and be well-defined). For a ring R (possibly a field when describing vector spaces) and a module homomorphism \varphi: M \to N with kernel K = \ker \varphi , one can define scalar multiplication on G/K by r(x+K)=rx+K for r \in R and x \in M, which will also be well-defined.


Kernel structures

The structure of kernels allows for the building of quotient algebras from structures satisfying the properties of kernels. Any
subgroup In group theory, a branch of mathematics, a subset of a group G is a subgroup of G if the members of that subset form a group with respect to the group operation in G. Formally, given a group (mathematics), group under a binary operation  ...
N of a group G can construct a quotient G/N by the set of all
coset In mathematics, specifically group theory, a subgroup of a group may be used to decompose the underlying set of into disjoint, equal-size subsets called cosets. There are ''left cosets'' and ''right cosets''. Cosets (both left and right) ...
s of N in G. The natural way to turn this into a group, similar to the treatment for the quotient by a kernel, is to define an operation on (left) cosets by uN \cdot vN = (uv)N, however this operation is well defined
if and only if In logic and related fields such as mathematics and philosophy, "if and only if" (often shortened as "iff") is paraphrased by the biconditional, a logical connective between statements. The biconditional is true in two cases, where either bo ...
the subgroup N is closed under
conjugation Conjugation or conjugate may refer to: Linguistics *Grammatical conjugation, the modification of a verb from its basic form *Emotive conjugation or Russell's conjugation, the use of loaded language Mathematics *Complex conjugation, the change o ...
under G, that is, if g \in G and n \in N, then gng^ \in N. Furthermore, the operation being well defined is sufficient for the quotient to be a group. Subgroups satisfying this property are called
normal subgroup In abstract algebra, a normal subgroup (also known as an invariant subgroup or self-conjugate subgroup) is a subgroup that is invariant under conjugation by members of the group of which it is a part. In other words, a subgroup N of the group ...
s. Every kernel of a group is a normal subgroup, and for a given normal subgroup N of a group G, the natural projection \pi(g) = gN is a homomorphism with \ker \pi = N, so the normal subgroups are precisely the subgroups which are kernels. The closure under conjugation, however, gives a criterion for when a subgroup is a kernel for some homomorphism. For a ring R, treating it as a group, one can take a quotient group via an arbitrary subgroup I of the ring, which will be normal due to the ring's additive group being abelian. To define multiplication on R/I, the multiplication of cosets, defined as (r+I)(s+I) = rs + I needs to be well-defined. Taking representative r+\alpha and s+\beta of r + I and s + I respectively, for r,s \in R and \alpha, \beta \in I, yields: : (r + \alpha)(s + \beta) + I = rs + I Setting r = s = 0 implies that I is closed under multiplication, while setting \alpha = s = 0 shows that r\beta \in I, that is, I is closed under arbitrary multiplication by elements on the left. Similarly, taking r = \beta = 0 implies that I is also closed under multiplication by arbitrary elements on the right. Any subgroup of R that is closed under multiplication by any element of the ring is called an ideal. Analogously to normal subgroups, the ideals of a ring are precisely the kernels of homomorphisms.


Exact sequence

Kernels are used to define exact sequences of homomorphisms for groups and modules. If A, B, and C are modules, then a pair of homomorphisms \psi: A \to B, \varphi: B \to C is said to be exact if \text \psi = \ker \varphi. An exact sequence is then a sequence of modules and homomorphism \cdots \to X_ \to X_n \to X_ \to \cdots where each adjacent pair of homomorphisms is exact.


Universal algebra

All the above cases may be unified and generalized in
universal algebra Universal algebra (sometimes called general algebra) is the field of mathematics that studies algebraic structures in general, not specific types of algebraic structures. For instance, rather than considering groups or rings as the object of stud ...
. Let ''A'' and ''B'' be
algebraic structure In mathematics, an algebraic structure or algebraic system consists of a nonempty set ''A'' (called the underlying set, carrier set or domain), a collection of operations on ''A'' (typically binary operations such as addition and multiplicatio ...
s of a given type and let ''f'' be a homomorphism of that type from ''A'' to ''B''. Then the ''kernel'' of ''f'' is the subset of the direct product consisting of all those
ordered pair In mathematics, an ordered pair, denoted (''a'', ''b''), is a pair of objects in which their order is significant. The ordered pair (''a'', ''b'') is different from the ordered pair (''b'', ''a''), unless ''a'' = ''b''. In contrast, the '' unord ...
s of elements of ''A'' whose components are both mapped by ''f'' to the same element in ''B''. The kernel is usually denoted (or a variation). In symbols: : \operatorname f = \left\\mbox The homomorphism ''f'' is injective if and only if its kernel is exactly the diagonal set , which is always at least contained inside the kernel. It is easy to see that ker ''f'' is an
equivalence relation In mathematics, an equivalence relation is a binary relation that is reflexive, symmetric, and transitive. The equipollence relation between line segments in geometry is a common example of an equivalence relation. A simpler example is equ ...
on ''A'', and in fact a
congruence relation In abstract algebra, a congruence relation (or simply congruence) is an equivalence relation on an algebraic structure (such as a group (mathematics), group, ring (mathematics), ring, or vector space) that is compatible with the structure in the ...
. Thus, it makes sense to speak of the quotient algebra . The first isomorphism theorem in general universal algebra states that this quotient algebra is naturally isomorphic to the image of ''f'' (which is a
subalgebra In mathematics, a subalgebra is a subset of an algebra, closed under all its operations, and carrying the induced operations. "Algebra", when referring to a structure, often means a vector space or module equipped with an additional bilinear opera ...
of ''B'').


See also

* Kernel (linear algebra) *
Kernel (category theory) In category theory and its applications to other branches of mathematics, kernels are a generalization of the kernels of group homomorphisms, the kernels of module homomorphisms and certain other kernel (algebra), kernels from algebra. Intuitive ...
*
Kernel of a function In set theory, the kernel of a Function (mathematics), function f (or equivalence kernel.) may be taken to be either * the equivalence relation on the function's Domain of a function, domain that roughly expresses the idea of "equivalent as fa ...
* Equalizer (mathematics) *
Zero set In mathematics, a zero (also sometimes called a root) of a real-, complex-, or generally vector-valued function f, is a member x of the domain of f such that f(x) ''vanishes'' at x; that is, the function f attains the value of 0 at x, or eq ...


Notes


References

* * * * * * {{DEFAULTSORT:Kernel (Algebra) Algebra Isomorphism theorems Broad-concept articles