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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 ...
, Hilbert's syzygy theorem is one of the three fundamental theorems about
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) ...
s over
fields Fields may refer to: Music *Fields (band), an indie rock band formed in 2006 *Fields (progressive rock band), a progressive rock band formed in 1971 * ''Fields'' (album), an LP by Swedish-based indie rock band Junip (2010) * "Fields", a song by ...
, first proved by
David Hilbert David Hilbert (; ; 23 January 1862 – 14 February 1943) was a German mathematician, one of the most influential mathematicians of the 19th and early 20th centuries. Hilbert discovered and developed a broad range of fundamental ideas in many a ...
in 1890, which were introduced for solving important open questions in
invariant theory Invariant theory is a branch of abstract algebra dealing with actions of groups on algebraic varieties, such as vector spaces, from the point of view of their effect on functions. Classically, the theory dealt with the question of explicit descri ...
, and are at the basis of modern
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 ...
. The two other theorems are Hilbert's basis theorem that asserts that all ideals of polynomial rings over a field are finitely generated, and
Hilbert's Nullstellensatz In mathematics, Hilbert's Nullstellensatz (German for "theorem of zeros," or more literally, "zero-locus-theorem") is a theorem that establishes a fundamental relationship between geometry and algebra. This relationship is the basis of algebraic ge ...
, which establishes a bijective correspondence between affine algebraic varieties and
prime ideal In algebra, a prime ideal is a subset of a ring that shares many important properties of a prime number in the ring of integers. The prime ideals for the integers are the sets that contain all the multiples of a given prime number, together with ...
s of polynomial rings. Hilbert's syzygy theorem concerns the ''relations'', or syzygies in Hilbert's terminology, between the generators of an
ideal Ideal may refer to: Philosophy * Ideal (ethics), values that one actively pursues as goals * Platonic ideal, a philosophical idea of trueness of form, associated with Plato Mathematics * Ideal (ring theory), special subsets of a ring considere ...
, or, more generally, a
module Module, modular and modularity may refer to the concept of modularity. They may also refer to: Computing and engineering * Modular design, the engineering discipline of designing complex devices using separately designed sub-components * Mo ...
. As the relations form a module, one may consider the relations between the relations; the theorem asserts that, if one continues in this way, starting with a module over a polynomial ring in indeterminates over a field, one eventually finds a
zero module In algebra, the zero object of a given algebraic structure is, in the sense explained below, the simplest object of such structure. As a set it is a singleton, and as a magma has a trivial structure, which is also an abelian group. The aforemen ...
of relations, after at most steps. Hilbert's syzygy theorem is now considered to be an early result 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 ...
. It is the starting point of the use of homological methods in
commutative algebra Commutative algebra, first known as ideal theory, is the branch of algebra that studies commutative rings, their ideals, and modules over such rings. Both algebraic geometry and algebraic number theory build on commutative algebra. Prominent ...
and algebraic geometry.


History

The syzygy theorem first appeared in Hilbert's seminal paper "Über die Theorie der algebraischen Formen" (1890). The paper is split into five parts: part I proves Hilbert's basis theorem over a field, while part II proves it over the integers. Part III contains the syzygy theorem (Theorem III), which is used in part IV to discuss the Hilbert polynomial. The last part, part V, proves finite generation of certain rings of invariants. Incidentally part III also contains a special case of the
Hilbert–Burch theorem In mathematics, the Hilbert–Burch theorem describes the structure of some free resolutions of a quotient of a local or graded ring in the case that the quotient has projective dimension 2. proved a version of this theorem for polynomial ...
.


Syzygies (relations)

Originally, Hilbert defined syzygies for ideals in
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) ...
s, but the concept generalizes trivially to (left)
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 ...
over any
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 ...
. Given a
generating set In mathematics and physics, the term generator or generating set may refer to any of a number of related concepts. The underlying concept in each case is that of a smaller set of objects, together with a set of operations that can be applied to ...
g_1, \ldots, g_k of a module over a ring , a relation or first syzygy between the generators is a -tuple (a_1, \ldots, a_k) of elements of such that :a_1g_1 + \cdots + a_kg_k =0. Let L_0 be a
free module In mathematics, a free module is a module that has a basis – that is, a generating set consisting of linearly independent elements. Every vector space is a free module, but, if the ring of the coefficients is not a division ring (not a field in t ...
with basis (G_1, \ldots, G_k). The -
tuple In mathematics, a tuple is a finite ordered list (sequence) of elements. An -tuple is a sequence (or ordered list) of elements, where is a non-negative integer. There is only one 0-tuple, referred to as ''the empty tuple''. An -tuple is defi ...
(a_1, \ldots, a_k) may be identified with the element :a_1G_1 + \cdots + a_kG_k, and the relations form the
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 ...
R_1 of the
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 Map (mathematics), mapping V \to W between two vect ...
L_0 \to M defined by G_i \mapsto g_i. In other words, one has an
exact sequence An exact sequence is a sequence of morphisms between objects (for example, groups, rings, modules, and, more generally, objects of an abelian category) such that the image of one morphism equals the kernel of the next. Definition In the context o ...
:0 \to R_1 \to L_0 \to M \to 0. This first syzygy module R_1 depends on the choice of a generating set, but, if S_1 is the module which is obtained with another generating set, there exist two free modules F_1 and F_2 such that :R_1 \oplus F_1 \cong S_1 \oplus F_2 where \oplus denote the
direct sum of modules In abstract algebra, the direct sum is a construction which combines several modules into a new, larger module. The direct sum of modules is the smallest module which contains the given modules as submodules with no "unnecessary" constraints, ma ...
. The ''second syzygy'' module is the module of the relations between generators of the first syzygy module. By continuing in this way, one may define the ''th syzygy module'' for every positive integer . If the th syzygy module is free for some , then by taking a basis as a generating set, the next syzygy module (and every subsequent one) is the
zero module In algebra, the zero object of a given algebraic structure is, in the sense explained below, the simplest object of such structure. As a set it is a singleton, and as a magma has a trivial structure, which is also an abelian group. The aforemen ...
. If one does not take a basis as a generating set, then all subsequent syzygy modules are free. Let be the smallest integer, if any, such that the th syzygy module of a module is free or projective. The above property of invariance, up to the sum direct with free modules, implies that does not depend on the choice of generating sets. The
projective dimension In mathematics, particularly in algebra, the class of projective modules enlarges the class of free modules (that is, modules with basis vectors) over a ring, by keeping some of the main properties of free modules. Various equivalent characterizat ...
of is this integer, if it exists, or if not. This is equivalent with the existence of an exact sequence :0 \longrightarrow R_n \longrightarrow L_ \longrightarrow \cdots \longrightarrow L_0 \longrightarrow M \longrightarrow 0, where the modules L_i are free and R_n is projective. It can be shown that one may always choose the generating sets for R_n being free, that is for the above exact sequence to be a
free resolution In mathematics, and more specifically in homological algebra, a resolution (or left resolution; dually a coresolution or right resolution) is an exact sequence of modules (or, more generally, of objects of an abelian category), which is used to de ...
.


Statement

Hilbert's syzygy theorem states that, if is a finitely generated module over a
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) ...
k _1,\ldots,x_n/math> in indeterminates over 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 ...
, then the th syzygy module of is always a
free module In mathematics, a free module is a module that has a basis – that is, a generating set consisting of linearly independent elements. Every vector space is a free module, but, if the ring of the coefficients is not a division ring (not a field in t ...
. In modern language, this implies that the
projective dimension In mathematics, particularly in algebra, the class of projective modules enlarges the class of free modules (that is, modules with basis vectors) over a ring, by keeping some of the main properties of free modules. Various equivalent characterizat ...
of is at most , and thus that there exists a
free resolution In mathematics, and more specifically in homological algebra, a resolution (or left resolution; dually a coresolution or right resolution) is an exact sequence of modules (or, more generally, of objects of an abelian category), which is used to de ...
:0 \longrightarrow L_k \longrightarrow L_ \longrightarrow \cdots \longrightarrow L_0 \longrightarrow M \longrightarrow 0 of length . This upper bound on the projective dimension is sharp, that is, there are modules of projective dimension exactly . The standard example is the field , which may be considered as a k _1,\ldots,x_n/math>-module by setting x_i c=0 for every and every . For this module, the th syzygy module is free, but not the th one (for a proof, see , below). The theorem is also true for modules that are not finitely generated. As the
global dimension In ring theory and homological algebra, the global dimension (or global homological dimension; sometimes just called homological dimension) of a ring ''A'' denoted gl dim ''A'', is a non-negative integer or infinity which is a homological invariant ...
of a ring is the supremum of the projective dimensions of all modules, Hilbert's syzygy theorem may be restated as: ''the global dimension of k _1,\ldots,x_n/math> is ''.


Low dimension

In the case of zero indeterminates, Hilbert's syzygy theorem is simply the fact that every
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 ...
has a
basis Basis may refer to: Finance and accounting * Adjusted basis, the net cost of an asset after adjusting for various tax-related items *Basis point, 0.01%, often used in the context of interest rates * Basis trading, a trading strategy consisting ...
. In the case of a single indeterminate, Hilbert's syzygy theorem is an instance of the theorem asserting that over a
principal ideal ring In mathematics, a principal right (left) ideal ring is a ring ''R'' in which every right (left) ideal is of the form ''xR'' (''Rx'') for some element ''x'' of ''R''. (The right and left ideals of this form, generated by one element, are called prin ...
, every submodule of a free module is itself free.


Koszul complex

The
Koszul complex In mathematics, the Koszul complex was first introduced to define a cohomology theory for Lie algebras, by Jean-Louis Koszul (see Lie algebra cohomology). It turned out to be a useful general construction in homological algebra. As a tool, its ho ...
, also called "complex of exterior algebra", allows, in some cases, an explicit description of all syzygy modules. Let g_1, \ldots, g_k be a generating system of an ideal in a polynomial ring R=k _1,\ldots,x_n/math>, and let L_1 be a
free module In mathematics, a free module is a module that has a basis – that is, a generating set consisting of linearly independent elements. Every vector space is a free module, but, if the ring of the coefficients is not a division ring (not a field in t ...
of basis G_1, \ldots, G_k. The
exterior algebra In mathematics, the exterior algebra, or Grassmann algebra, named after Hermann Grassmann, is an algebra that uses the exterior product or wedge product as its multiplication. In mathematics, the exterior product or wedge product of vectors is ...
of L_1 is 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 ...
:\Lambda(L_1)=\bigoplus_^k L_t, where L_t is the free module, which has, as a basis, the
exterior product In mathematics, specifically in topology, the interior of a subset of a topological space is the union of all subsets of that are open in . A point that is in the interior of is an interior point of . The interior of is the complement of th ...
s :G_ \wedge \cdots \wedge G_, such that i_1< i_2<\cdots In particular, one has L_0=R (because of the definition of the
empty product In mathematics, an empty product, or nullary product or vacuous product, is the result of multiplying no factors. It is by convention equal to the multiplicative identity (assuming there is an identity for the multiplication operation in question ...
), the two definitions of L_1 coincide, and L_t=0 for . For every positive , one may define a linear map L_t\to L_ by :G_ \wedge \cdots \wedge G_ \mapsto \sum_^t (-1)^g_G_\wedge \cdots\wedge \widehat_ \wedge \cdots\wedge G_, where the hat means that the factor is omitted. A straightforward computation shows that the composition of two consecutive such maps is zero, and thus that one has a
complex Complex commonly refers to: * Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe ** Complex system, a system composed of many components which may interact with each ...
:0\to L_t \to L_ \to \cdots \to L_1 \to L_0 \to R/I. This is the ''Koszul complex''. In general the Koszul complex is not an
exact sequence An exact sequence is a sequence of morphisms between objects (for example, groups, rings, modules, and, more generally, objects of an abelian category) such that the image of one morphism equals the kernel of the next. Definition In the context o ...
, but ''it is an exact sequence if one works with a polynomial ring'' R=k _1,\ldots,x_n/math> ''and an ideal generated by a
regular sequence In commutative algebra, a regular sequence is a sequence of elements of a commutative ring which are as independent as possible, in a precise sense. This is the algebraic analogue of the geometric notion of a complete intersection. Definitions Fo ...
of
homogeneous polynomial In mathematics, a homogeneous polynomial, sometimes called quantic in older texts, is a polynomial whose nonzero terms all have the same degree. For example, x^5 + 2 x^3 y^2 + 9 x y^4 is a homogeneous polynomial of degree 5, in two variables; t ...
s.'' In particular, the sequence x_1,\ldots,x_n is regular, and the Koszul complex is thus a projective resolution of k=R/\langle x_1, \ldots, x_n\rangle. In this case, the th syzygy module is free of dimension one (generated by the product of all G_i); the th syzygy module is thus the quotient of a free module of dimension by the submodule generated by (x_1, -x_2, \ldots, \pm x_n). This quotient may not be a
projective module In mathematics, particularly in algebra, the class of projective modules enlarges the class of free modules (that is, modules with basis vectors) over a ring, by keeping some of the main properties of free modules. Various equivalent characterizati ...
, as otherwise, there would exist polynomials p_i such that p_1x_1 + \cdots +p_nx_n=1, which is impossible (substituting 0 for the x_i in the latter equality provides ). This proves that the projective dimension of k=R/\langle x_1, \ldots, x_n\rangle is exactly . The same proof applies for proving that the projective dimension of k _1, \ldots, x_n\langle g_1, \ldots, g_t\rangle is exactly if the g_i form a regular sequence of homogeneous polynomials.


Computation

At Hilbert's time, there were no method available for computing syzygies. It was only known that an
algorithm In mathematics and computer science, an algorithm () is a finite sequence of rigorous instructions, typically used to solve a class of specific Computational problem, problems or to perform a computation. Algorithms are used as specificat ...
may be deduced from any upper bound of the
degree Degree may refer to: As a unit of measurement * Degree (angle), a unit of angle measurement ** Degree of geographical latitude ** Degree of geographical longitude * Degree symbol (°), a notation used in science, engineering, and mathematics ...
of the generators of the module of syzygies. In fact, the coefficients of the syzygies are unknown polynomials. If the degree of these polynomials is bounded, the number of their
monomial In mathematics, a monomial is, roughly speaking, a polynomial which has only one term. Two definitions of a monomial may be encountered: # A monomial, also called power product, is a product of powers of variables with nonnegative integer exponent ...
s is also bounded. Expressing that one has a syzygy provides a
system of linear equations In mathematics, a system of linear equations (or linear system) is a collection of one or more linear equations involving the same variable (math), variables. For example, :\begin 3x+2y-z=1\\ 2x-2y+4z=-2\\ -x+\fracy-z=0 \end is a system of three ...
whose unknowns are the coefficients of these monomials. Therefore, any algorithm for linear systems implies an algorithm for syzygies, as soon as a bound of the degrees is known. The first bound for syzygies (as well as for
ideal membership problem In algebra, linear equations and systems of linear equations over a field (mathematics), field are widely studied. "Over a field" means that the coefficients of the equations and the solutions that one is looking for belong to a given field, common ...
) was given in 1926 by
Grete Hermann Grete Hermann (2 March 1901 – 15 April 1984) was a Germans, German mathematician and philosopher noted for her work in mathematics, physics, philosophy and education. She is noted for her early philosophical work on the foundations of quantum m ...
: Let a submodule of a free module of dimension over k _1, \ldots, x_n if the coefficients over a basis of of a generating system of have a total degree at most , then there is a constant such that the degrees occurring in a generating system of the first syzygy module is at most (td)^. The same bound applies for testing the membership to of an element of .G. Hermann claimed , but did not prove this. On the other hand, there are examples where a double exponential degree necessarily occurs. However such examples are extremely rare, and this sets the question of an algorithm that is efficient when the output is not too large. At the present time, the best algorithms for computing syzygies are
Gröbner basis In mathematics, and more specifically in computer algebra, computational algebraic geometry, and computational commutative algebra, a Gröbner basis is a particular kind of generating set of an ideal in a polynomial ring over a field . A Gröbn ...
algorithms. They allow the computation of the first syzygy module, and also, with almost no extra cost, all syzygies modules.


Syzygies and regularity

One might wonder which ring-theoretic property of A=k _1,\ldots,x_n/math> causes the Hilbert syzygy theorem to hold. It turns out that this is regularity, which is an algebraic formulation of the fact that affine -space is a variety without singularities. In fact the following generalization holds: Let A be a Noetherian ring. Then A has finite global dimension if and only if A is regular and the Krull dimension of A is finite; in that case the global dimension of A is equal to the Krull dimension. This result may be proven using Serre's theorem on regular local rings.


See also

*
Quillen–Suslin theorem The Quillen–Suslin theorem, also known as Serre's problem or Serre's conjecture, is a theorem in commutative algebra concerning the relationship between free modules and projective modules over polynomial rings. In the geometric setting it is ...
*
Hilbert series and Hilbert polynomial In commutative algebra, the Hilbert function, the Hilbert polynomial, and the Hilbert series of a graded commutative algebra finitely generated over a field are three strongly related notions which measure the growth of the dimension of the homog ...


References

*
David Eisenbud David Eisenbud (born 8 April 1947 in New York City) is an American mathematician. He is a professor of mathematics at the University of California, Berkeley and Director of the Mathematical Sciences Research Institute (MSRI); he previously serve ...
, ''Commutative algebra. With a view toward algebraic geometry''. Graduate Texts in Mathematics, 150. Springer-Verlag, New York, 1995. xvi+785 pp. ; * {{springer, title=Hilbert theorem, id=p/h047410 Commutative algebra Homological algebra Invariant theory Theorems in ring theory