
In
mathematics and
physics
Physics is the natural science that studies matter, its fundamental constituents, its motion and behavior through space and time, and the related entities of energy and force. "Physical science is that department of knowledge which rel ...
, 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
operation
Operation or Operations may refer to:
Arts, entertainment and media
* ''Operation'' (game), a battery-operated board game that challenges dexterity
* Operation (music), a term used in musical set theory
* ''Operations'' (magazine), Multi-Man ...
s that can be applied to it, that result in the creation of a larger collection of objects, called the generated set. The larger set is then said to be generated by the smaller set. It is commonly the case that the generating set has a simpler set of properties than the generated set, thus making it easier to discuss and examine. It is usually the case that properties of the generating set are in some way preserved by the act of generation; likewise, the properties of the generated set are often reflected in the generating set.
List of generators
A list of examples of generating sets follow.
* Generating set or
spanning set of a
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 ...
: a set that spans the vector space
*
Generating set of a group
In abstract algebra, a generating set of a group is a subset of the group set such that every element of the group can be expressed as a combination (under the group operation) of finitely many elements of the subset and their inverses.
In oth ...
: A subset of a
group that is not contained in any
subgroup of the group other than the entire group
*
Generating set of a ring: A subset ''S'' of a ring ''A'' generates ''A'' if the only
subring of ''A'' containing ''S'' is ''A''
*
Generating set of an ideal In mathematics, a generating set Γ of a module ''M'' over a ring ''R'' is a subset of ''M'' such that the smallest submodule of ''M'' containing Γ is ''M'' itself (the smallest submodule containing a subset is the intersection of all submodules ...
in a ring
*
Generating set of a module
* A
generator, in
category theory, is an
object that can be used to distinguish
morphisms
* In
topology
In mathematics, topology (from the Greek words , and ) is concerned with the properties of a geometric object that are preserved under continuous deformations, such as stretching, twisting, crumpling, and bending; that is, without closing ho ...
, a collection of sets that generate the topology is called a
subbase
In topology, a subbase (or subbasis, prebase, prebasis) for a topological space X with topology T is a subcollection B of T that generates T, in the sense that T is the smallest topology containing B. A slightly different definition is used by s ...
* Generating set of a
topological algebra: ''S'' is a generating set of a
topological algebra ''A'' if the smallest closed
subalgebra of ''A'' containing ''S'' is ''A''
Differential equations
In the study of
differential equations, and commonly those occurring in
physics
Physics is the natural science that studies matter, its fundamental constituents, its motion and behavior through space and time, and the related entities of energy and force. "Physical science is that department of knowledge which rel ...
, one has the idea of a set of infinitesimal displacements that can be extended to obtain a
manifold, or at least, a local part of it, by means of integration. The general concept is of using the
exponential map to take the vectors in the
tangent space and extend them, as
geodesics, to an open set surrounding the tangent point. In this case, it is not unusual to call the elements of the tangent space the ''generators'' of the manifold. When the manifold possesses some sort of symmetry, there is also the related notion of a ''charge'' or ''current'', which is sometimes also called the generator, although, strictly speaking, charges are not elements of the tangent space.
* Elements 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 iden ...
to a
Lie group are sometimes referred to as "generators of the group," especially by physicists. 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 iden ...
can be thought of as the infinitesimal vectors generating the group, at least locally, by means of the
exponential map, but the Lie algebra does not form a generating set in the strict sense.
* In
stochastic analysis, an
Itō diffusion or more general
Itō process has an
infinitesimal generator.
* The generator of any
continuous symmetry
In mathematics, continuous symmetry is an intuitive idea corresponding to the concept of viewing some symmetries as motions, as opposed to discrete symmetry, e.g. reflection symmetry, which is invariant under a kind of flip from one state to anoth ...
implied by
Noether's theorem, the generators of a
Lie group being a special case. In this case, a generator is sometimes called a
charge or
Noether charge, examples include:
**
angular momentum
In physics, angular momentum (rarely, moment of momentum or rotational momentum) is the rotational analog of linear momentum. It is an important physical quantity because it is a conserved quantity—the total angular momentum of a closed sy ...
as the generator of
rotations,
**
linear momentum as the generator of
translation
Translation is the communication of the Meaning (linguistic), meaning of a #Source and target languages, source-language text by means of an Dynamic and formal equivalence, equivalent #Source and target languages, target-language text. The ...
s,
[
**]electric charge
Electric charge is the physical property of matter that causes charged matter to experience a force when placed in an electromagnetic field. Electric charge can be ''positive'' or ''negative'' (commonly carried by protons and electrons respecti ...
being the generator of the U(1) symmetry group of electromagnetism,
**the color charges of quarks are the generators of the SU(3) color symmetry in quantum chromodynamics,
*More precisely, "charge" should apply only to the root system of a Lie group.
See also
* Generating function
* Lie theory
*Symmetry (physics)
In physics, a symmetry of a physical system is a physical or mathematical feature of the system (observed or intrinsic) that is preserved or remains unchanged under some transformation.
A family of particular transformations may be ''continu ...
*Particle physics
Particle physics or high energy physics is the study of fundamental particles and forces that constitute matter and radiation. The fundamental particles in the universe are classified in the Standard Model as fermions (matter particles) and ...
* Supersymmetry
*Gauge theory
In physics, a gauge theory is a type of field theory in which the Lagrangian (and hence the dynamics of the system itself) does not change (is invariant) under local transformations according to certain smooth families of operations (Lie groups ...
*Field (physics)
In physics, a field is a physical quantity, represented by a scalar, vector, or tensor, that has a value for each point in space and time. For example, on a weather map, the surface temperature is described by assigning a number to each poin ...
References
{{reflist
External links
Generating Sets, K. Conrad
Abstract algebra
Universal algebra