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mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, a ''D''-module is a module over a
ring (The) Ring(s) 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 Arts, entertainment, and media Film and TV * ''The Ring'' (franchise), a ...
''D'' of
differential operator In mathematics, a differential operator is an operator defined as a function of the differentiation operator. It is helpful, as a matter of notation first, to consider differentiation as an abstract operation that accepts a function and retur ...
s. The major interest of such ''D''-modules is as an approach to the theory of linear partial differential equations. Since around 1970, ''D''-module theory has been built up, mainly as a response to the ideas of Mikio Sato on algebraic analysis, and expanding on the work of Sato and Joseph Bernstein on the Bernstein–Sato polynomial. Early major results were the Kashiwara constructibility theorem and Kashiwara index theorem of Masaki Kashiwara. The methods of ''D''-module theory have always been drawn from
sheaf theory In mathematics, a sheaf (: sheaves) is a tool for systematically tracking data (such as sets, abelian groups, rings) attached to the open sets of a topological space and defined locally with regard to them. For example, for each open set, the d ...
and other techniques with inspiration from the work of
Alexander Grothendieck Alexander Grothendieck, later Alexandre Grothendieck in French (; ; ; 28 March 1928 â€“ 13 November 2014), was a German-born French mathematician who became the leading figure in the creation of modern algebraic geometry. His research ext ...
in
algebraic geometry Algebraic geometry is a branch of mathematics which uses abstract algebraic techniques, mainly from commutative algebra, to solve geometry, geometrical problems. Classically, it studies zero of a function, zeros of multivariate polynomials; th ...
. This approach is global in character, and differs from the
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 (for example, Inner product space#Definition, inner product, Norm (mathematics ...
techniques traditionally used to study differential operators. The strongest results are obtained for over-determined systems ( holonomic systems), and on the characteristic variety cut out by the
symbols A symbol is a mark, sign, or word that indicates, signifies, or is understood as representing an idea, object, or relationship. Symbols allow people to go beyond what is known or seen by creating linkages between otherwise different concep ...
, which in the good case is a
Lagrangian submanifold In differential geometry, a subject of mathematics, a symplectic manifold is a smooth manifold, M , equipped with a closed nondegenerate differential 2-form \omega , called the symplectic form. The study of symplectic manifolds is called sy ...
of the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. This m ...
of maximal dimension ( involutive systems). The techniques were taken up from the side of the Grothendieck school by Zoghman Mebkhout, who obtained a general,
derived category In mathematics, the derived category ''D''(''A'') of an abelian category ''A'' is a construction of homological algebra introduced to refine and in a certain sense to simplify the theory of derived functors defined on ''A''. The construction pr ...
version of the
Riemann–Hilbert correspondence In mathematics, the term Riemann–Hilbert correspondence refers to the correspondence between regular singular flat connections on algebraic vector bundles and representations of the fundamental group, and more generally to one of several generali ...
in all dimensions.


Modules over the Weyl algebra

The first case of algebraic ''D''-modules are modules over the
Weyl algebra In abstract algebra, the Weyl algebras are abstracted from the ring of differential operators with polynomial coefficients. They are named after Hermann Weyl, who introduced them to study the Heisenberg uncertainty principle in quantum mechanics. ...
''A''''n''(''K'') over a field ''K'' of characteristic zero. It is the algebra consisting of polynomials in the following variables :''x''1, ..., ''x''''n'', ∂1, ..., ∂''n''. where the variables ''x''''i'' and ∂''j'' separately commute with each other, and ''x''''i'' and ∂''j'' commute for ''i'' ≠ ''j'', but the
commutator In mathematics, the commutator gives an indication of the extent to which a certain binary operation fails to be commutative. There are different definitions used in group theory and ring theory. Group theory The commutator of two elements, ...
satisfies the relation : ��''i'', ''x''''i''= ∂''i''''x''''i'' − x''i''''∂''''i'' = 1. For any polynomial ''f''(''x''1, ..., ''x''''n''), this implies the relation : ��''i'', ''f''= ∂''f'' / ∂''x''''i'', thereby relating the Weyl algebra to differential equations. An (algebraic) ''D''-module is, by definition, a left module over the ring ''A''''n''(''K''). Examples for ''D''-modules include the Weyl algebra itself (acting on itself by left multiplication), the (commutative)
polynomial ring In mathematics, especially in the field of algebra, a polynomial ring or polynomial algebra is a ring formed from the set of polynomials in one or more indeterminates (traditionally also called variables) with coefficients in another ring, ...
''K'' 'x''1, ..., ''x''''n'' where ''x''''i'' acts by multiplication and ∂''j'' acts by
partial differentiation In mathematics, a partial derivative of a function of several variables is its derivative with respect to one of those variables, with the others held constant (as opposed to the total derivative, in which all variables are allowed to vary). Par ...
with respect to ''x''''j'' and, in a similar vein, the ring \mathcal O(\mathbf C^n) of holomorphic functions on C''n'' (functions of ''n'' complex variables.) Given some
differential operator In mathematics, a differential operator is an operator defined as a function of the differentiation operator. It is helpful, as a matter of notation first, to consider differentiation as an abstract operation that accepts a function and retur ...
''P'' = ''a''''n''(''x'') ∂''n'' + ... + ''a''1(''x'') ∂1 + ''a''0(''x''), where ''x'' is a complex variable, ''a''''i''(''x'') are polynomials, the quotient module ''M'' = ''A''1(C)/''A''1(C)''P'' is closely linked to space of solutions of the differential equation :''P f'' = 0, where ''f'' is some
holomorphic function In mathematics, a holomorphic function is a complex-valued function of one or more complex variables that is complex differentiable in a neighbourhood of each point in a domain in complex coordinate space . The existence of a complex de ...
in C, say. The
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 ...
consisting of the solutions of that equation is given by the space of homomorphisms of ''D''-modules \mathrm (M, \mathcal O(\mathbf C)).


''D''-modules on algebraic varieties

The general theory of ''D''-modules is developed on a smooth
algebraic variety Algebraic varieties are the central objects of study in algebraic geometry, a sub-field of mathematics. Classically, an algebraic variety is defined as the solution set, set of solutions of a system of polynomial equations over the real number, ...
''X'' defined over an algebraically closed field ''K'' of characteristic zero, such as ''K'' = C. The
sheaf Sheaf may refer to: * Sheaf (agriculture), a bundle of harvested cereal stems * Sheaf (mathematics) In mathematics, a sheaf (: sheaves) is a tool for systematically tracking data (such as sets, abelian groups, rings) attached to the open s ...
of differential operators ''D''''X'' is defined to be the ''O''''X''-algebra generated by the
vector field In vector calculus and physics, a vector field is an assignment of a vector to each point in a space, most commonly Euclidean space \mathbb^n. A vector field on a plane can be visualized as a collection of arrows with given magnitudes and dire ...
s on ''X'', interpreted as derivations. A (left) ''D''''X''-module ''M'' is an ''O''''X''-module with a left action of ''D''''X'' on it. Giving such an action is equivalent to specifying a ''K''-linear map :\nabla: D_X \rightarrow \operatorname_K(M), v \mapsto \nabla_v satisfying :\nabla_(m) = f \, \nabla_v (m) :\nabla_v (f m) = v(f) m + f \, \nabla_v (m) ( Leibniz rule) :\nabla_(m) = nabla_v, \nabla_wm) Here ''f'' is a regular function on ''X'', ''v'' and ''w'' are vector fields, m \in M, and minus;, −denotes the
commutator In mathematics, the commutator gives an indication of the extent to which a certain binary operation fails to be commutative. There are different definitions used in group theory and ring theory. Group theory The commutator of two elements, ...
. Therefore, if ''M'' is in addition a locally free ''O''''X''-module, giving ''M'' a ''D''-module structure is nothing else than equipping the
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 eve ...
associated to ''M'' with a flat (or integrable) connection. As the ring ''D''''X'' is noncommutative, left and right ''D''-modules have to be distinguished. However, the two notions can be exchanged, since there is an
equivalence of categories In category theory, a branch of abstract mathematics, an equivalence of categories is a relation between two Category (mathematics), categories that establishes that these categories are "essentially the same". There are numerous examples of cate ...
between both types of modules, given by mapping a left module ''M'' to the
tensor product In mathematics, the tensor product V \otimes W of two vector spaces V and W (over the same field) is a vector space to which is associated a bilinear map V\times W \rightarrow V\otimes W that maps a pair (v,w),\ v\in V, w\in W to an element of ...
''M'' ⊗ Ω''X'', where Ω''X'' is the
line bundle In mathematics, a line bundle expresses the concept of a line that varies from point to point of a space. For example, a curve in the plane having a tangent line at each point determines a varying line: the ''tangent bundle'' is a way of organis ...
given by the highest
exterior power In mathematics, the exterior algebra or Grassmann algebra of a vector space V is an associative algebra that contains V, which has a product, called exterior product or wedge product and denoted with \wedge, such that v\wedge v=0 for every vector ...
of differential 1-forms on ''X''. This bundle has a natural ''right'' action determined by :ω â‹… ''v'' := − Lie''v'' (ω), where ''v'' is a differential operator of order one, that is to say a vector field, ω a ''n''-form (''n'' = dim ''X''), and Lie denotes the
Lie derivative In differential geometry, the Lie derivative ( ), named after Sophus Lie by Władysław Ślebodziński, evaluates the change of a tensor field (including scalar functions, vector fields and one-forms), along the flow defined by another vector fi ...
. Locally, after choosing some system of coordinates ''x''1, ..., ''x''''n'' (''n'' = dim ''X'') on ''X'', which determine a basis ∂1, ..., ∂''n'' of the
tangent space In mathematics, the tangent space of a manifold is a generalization of to curves in two-dimensional space and to surfaces in three-dimensional space in higher dimensions. In the context of physics the tangent space to a manifold at a point can be ...
of ''X'', sections of ''D''''X'' can be uniquely represented as expressions :\sum f_ \partial_1^ \cdots \partial_n^, where the f_ are
regular function In algebraic geometry, a morphism between algebraic varieties is a function between the varieties that is given locally by polynomials. It is also called a regular map. A morphism from an algebraic variety to the affine line is also called a reg ...
s on ''X''. In particular, when ''X'' is the ''n''-dimensional
affine space In mathematics, an affine space is a geometric structure that generalizes some of the properties of Euclidean spaces in such a way that these are independent of the concepts of distance and measure of angles, keeping only the properties relat ...
, this ''D''''X'' is the Weyl algebra in ''n'' variables. Many basic properties of ''D''-modules are local and parallel the situation of coherent sheaves. This builds on the fact that ''D''''X'' is a
locally free sheaf 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 ...
of ''O''''X''-modules, albeit of infinite rank, as the above-mentioned ''O''''X''-basis shows. A ''D''''X''-module that is coherent as an ''O''''X''-module can be shown to be necessarily locally free (of finite rank).


Functoriality

''D''-modules on different algebraic varieties are connected by pullback and pushforward functors comparable to the ones for coherent sheaves. For a
map A map is a symbolic depiction of interrelationships, commonly spatial, between things within a space. A map may be annotated with text and graphics. Like any graphic, a map may be fixed to paper or other durable media, or may be displayed on ...
''f'': ''X'' → ''Y'' of smooth varieties, the definitions are this: :''D''''X''→''Y'' := ''O''''X''''f''−1(''O''''Y'') ''f''−1(''D''''Y'') This is equipped with a left ''D''''X'' action in a way that emulates the
chain rule In calculus, the chain rule is a formula that expresses the derivative of the Function composition, composition of two differentiable functions and in terms of the derivatives of and . More precisely, if h=f\circ g is the function such that h ...
, and with the natural right action of ''f''−1(''D''''Y''). The pullback is defined as :''f''(''M'') := ''D''''X''→''Y''''f''−1(''D''''Y'') ''f''−1(''M''). Here ''M'' is a left ''D''''Y''-module, while its pullback is a left module over ''X''. This functor is right exact, its left
derived functor In mathematics, certain functors may be ''derived'' to obtain other functors closely related to the original ones. This operation, while fairly abstract, unifies a number of constructions throughout mathematics. Motivation It was noted in vari ...
is denoted L''f''∗. Conversely, for a right ''D''''X''-module ''N'', :''f''(''N'') := ''f''(''N'' ⊗''D''''X'' ''D''''X''→''Y'') is a right ''D''''Y''-module. Since this mixes the right exact tensor product with the left exact pushforward, it is common to set instead :''f''(''N'') := R''f''(''N'' ⊗L''D''''X'' ''D''''X''→''Y''). Because of this, much of the theory of ''D''-modules is developed using the full power 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 ...
, in particular derived categories.


Holonomic modules


Holonomic modules over the Weyl algebra

It can be shown that the Weyl algebra is a (left and right)
Noetherian ring In mathematics, a Noetherian ring is a ring that satisfies the ascending chain condition on left and right ideals. If the chain condition is satisfied only for left ideals or for right ideals, then the ring is said left-Noetherian or right-Noethe ...
. Moreover, it is
simple Simple or SIMPLE may refer to: *Simplicity, the state or quality of being simple Arts and entertainment * ''Simple'' (album), by Andy Yorke, 2008, and its title track * "Simple" (Florida Georgia Line song), 2018 * "Simple", a song by John ...
, that is to say, its only two-sided ideal are the zero ideal and the whole ring. These properties make the study of ''D''-modules manageable. Notably, standard notions from
commutative algebra Commutative algebra, first known as ideal theory, is the branch of algebra that studies commutative rings, their ideal (ring theory), ideals, and module (mathematics), modules over such rings. Both algebraic geometry and algebraic number theo ...
such as Hilbert polynomial, multiplicity and
length Length is a measure of distance. In the International System of Quantities, length is a quantity with Dimension (physical quantity), dimension distance. In most systems of measurement a Base unit (measurement), base unit for length is chosen, ...
of modules carry over to ''D''-modules. More precisely, ''D''''X'' is equipped with the ''Bernstein filtration'', that is, the
filtration Filtration is a physical separation process that separates solid matter and fluid from a mixture using a ''filter medium'' that has a complex structure through which only the fluid can pass. Solid particles that cannot pass through the filte ...
such that ''F''''p''''A''''n''(''K'') consists of ''K''-linear combinations of differential operators ''x''''α''∂''β'' with , ''α'',  + , ''β'',  â‰¤ ''p'' (using multiindex notation). The associated
graded ring In mathematics, in particular abstract algebra, a graded ring is a ring such that the underlying additive group is a direct sum of abelian groups R_i such that . The index set is usually the set of nonnegative integers or the set of integers, but ...
is seen to be isomorphic to the polynomial ring in 2''n'' indeterminates. In particular it is commutative. Finitely generated ''D''-modules ''M'' are endowed with so-called "good" filtrations ''F''∗''M'', which are ones compatible with ''F''∗''A''''n''(''K''), essentially parallel to the situation of the Artin–Rees lemma. The Hilbert polynomial is defined to be the
numerical polynomial In mathematics, an integer-valued polynomial (also known as a numerical polynomial) P(t) is a polynomial whose value P(n) is an integer for every integer ''n''. Every polynomial with integer coefficients is integer-valued, but the converse is not tr ...
that agrees with the function :''n'' ↦ dim''K'' ''F''''n''''M'' for large ''n''. The dimension ''d''(''M'') of an ''A''''n''(''K'')-module ''M'' is defined to be the degree of the Hilbert polynomial. It is bounded by the ''Bernstein inequality'' :''n'' ≤ ''d''(''M'') ≤ 2''n''. A module whose dimension attains the least possible value, ''n'', is called ''holonomic''. The ''A''1(''K'')-module ''M'' = ''A''1(''K'')/''A''1(''K'')''P'' (see above) is holonomic for any nonzero differential operator ''P'', but a similar claim for higher-dimensional Weyl algebras does not hold.


General definition

As mentioned above, modules over the Weyl algebra correspond to ''D''-modules on affine space. The Bernstein filtration not being available on ''D''''X'' for general varieties ''X'', the definition is generalized to arbitrary affine smooth varieties ''X'' by means of ''order filtration'' on ''D''''X'', defined by the order of differential operators. The associated graded ring gr ''D''''X'' is given by regular functions on the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. This m ...
T∗''X''. The '' characteristic variety'' is defined to be the subvariety of the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. This m ...
cut out by the radical of the annihilator of gr ''M'', where again ''M'' is equipped with a suitable filtration (with respect to the order filtration on ''D''''X''). As usual, the affine construction then glues to arbitrary varieties. The Bernstein inequality continues to hold for any (smooth) variety ''X''. While the upper bound is an immediate consequence of the above interpretation of in terms of the cotangent bundle, the lower bound is more subtle.


Properties and characterizations

Holonomic modules have a tendency to behave like finite-dimensional vector spaces. For example, their length is finite. Also, ''M'' is holonomic if and only if all cohomology groups of the complex L''i''∗(''M'') are finite-dimensional ''K''-vector spaces, where ''i'' is the closed immersion of any point of ''X''. For any ''D''-module ''M'', the ''dual module'' is defined by :\mathrm D(M) := \mathcal R \operatorname (M, D_X) \otimes \Omega^_X dim X Holonomic modules can also be characterized by a homological condition: ''M'' is holonomic if and only if D(''M'') is concentrated (seen as an object in the derived category of ''D''-modules) in degree 0. This fact is a first glimpse of Verdier duality and the
Riemann–Hilbert correspondence In mathematics, the term Riemann–Hilbert correspondence refers to the correspondence between regular singular flat connections on algebraic vector bundles and representations of the fundamental group, and more generally to one of several generali ...
. It is proven by extending the homological study of regular rings (especially what is related to global homological dimension) to the filtered ring ''D''''X''. Another characterization of holonomic modules is via
symplectic geometry Symplectic geometry is a branch of differential geometry and differential topology that studies symplectic manifolds; that is, differentiable manifolds equipped with a closed, nondegenerate 2-form. Symplectic geometry has its origins in the ...
. The characteristic variety Ch(''M'') of any ''D''-module ''M'' is, seen as a subvariety of the cotangent bundle T∗''X'' of ''X'', an involutive variety. The module is holonomic if and only if Ch(''M'') is Lagrangian.


Applications

One of the early applications of holonomic ''D''-modules was the Bernstein–Sato polynomial.


Kazhdan–Lusztig conjecture

The Kazhdan–Lusztig conjecture was proved using ''D''-modules.


Riemann–Hilbert correspondence

The
Riemann–Hilbert correspondence In mathematics, the term Riemann–Hilbert correspondence refers to the correspondence between regular singular flat connections on algebraic vector bundles and representations of the fundamental group, and more generally to one of several generali ...
establishes a link between certain ''D''-modules and constructible sheaves. As such, it provided a motivation for introducing perverse sheaves.


Geometric representation theory

''D''-modules are also applied in geometric representation theory. A main result in this area is the Beilinson–Bernstein localization. It relates ''D''-modules on
flag varieties In mathematics, a generalized flag variety (or simply flag variety) is a homogeneous space whose points are flags in a finite-dimensional vector space ''V'' over a field F. When F is the real or complex numbers, a generalized flag variety is a smo ...
''G''/''B'' to representations of the
Lie algebra In mathematics, a Lie algebra (pronounced ) is a vector space \mathfrak g together with an operation called the Lie bracket, an alternating bilinear map \mathfrak g \times \mathfrak g \rightarrow \mathfrak g, that satisfies the Jacobi ident ...
\mathfrak g of a
reductive group In mathematics, a reductive group is a type of linear algebraic group over a field. One definition is that a connected linear algebraic group ''G'' over a perfect field is reductive if it has a representation that has a finite kernel and is a ...
''G''. ''D''-modules are also crucial in the formulation of the geometric Langlands program.


Notes


Bibliography

* * * * * * *


External links

* * * {{Citation , last1=Milicic , first1=Dragan , title=Lectures on the Algebraic Theory of ''D''-Modules , url=http://www.math.utah.edu/~milicic/ Algebraic analysis Partial differential equations Sheaf theory