In
mathematics, particularly in
linear algebra
Linear algebra is the branch of mathematics concerning linear equations such as:
:a_1x_1+\cdots +a_nx_n=b,
linear maps such as:
:(x_1, \ldots, x_n) \mapsto a_1x_1+\cdots +a_nx_n,
and their representations in vector spaces and through matric ...
, a flag is an increasing
sequence
In mathematics, a sequence is an enumerated collection of objects in which repetitions are allowed and order matters. Like a set, it contains members (also called ''elements'', or ''terms''). The number of elements (possibly infinite) is called ...
of
subspaces of a
finite-dimensional 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 ...
''V''. Here "increasing" means each is a proper subspace of the next (see
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 ...
):
:
The term ''flag'' is motivated by a particular example resembling a
flag
A flag is a piece of fabric (most often rectangular or quadrilateral) with a distinctive design and colours. It is used as a symbol, a signalling device, or for decoration. The term ''flag'' is also used to refer to the graphic design emp ...
: the zero point, a line, and a plane correspond to a nail, a staff, and a sheet of fabric.
If we write that dim''V''
''i'' = ''d''
''i'' then we have
:
where ''n'' is 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 coor ...
of ''V'' (assumed to be finite). Hence, we must have ''k'' ≤ ''n''. A flag is called a complete flag if ''d''
''i'' = ''i'' for all ''i'', otherwise it is called a partial flag.
A partial flag can be obtained from a complete flag by deleting some of the subspaces. Conversely, any partial flag can be completed (in many different ways) by inserting suitable subspaces.
The signature of the flag is the sequence (''d''
1, ..., ''d''
''k'').
Bases
An ordered
basis for ''V'' is said to be adapted to a flag ''V''
0 ⊂ ''V''
1 ⊂ ... ⊂ ''V''
''k'' if the first ''d''
''i'' basis vectors form a basis for ''V''
''i'' for each 0 ≤ ''i'' ≤ ''k''. Standard arguments from linear algebra can show that any flag has an adapted basis.
Any ordered basis gives rise to a complete flag by letting the ''V''
''i'' be the
span
Span may refer to:
Science, technology and engineering
* Span (unit), the width of a human hand
* Span (engineering), a section between two intermediate supports
* Wingspan, the distance between the wingtips of a bird or aircraft
* Sorbitan es ...
of the first ''i'' basis vectors. For example, the in R
''n'' is induced from the
standard basis
In mathematics, the standard basis (also called natural basis or canonical basis) of a coordinate vector space (such as \mathbb^n or \mathbb^n) is the set of vectors whose components are all zero, except one that equals 1. For example, in th ...
(''e''
1, ..., ''e''
''n'') where ''e''
''i'' denotes the vector with a 1 in the ''i''th entry and 0's elsewhere. Concretely, the standard flag is the sequence of subspaces:
:
An adapted basis is almost never unique (the counterexamples are trivial); see below.
A complete flag on an
inner product space
In mathematics, an inner product space (or, rarely, a Hausdorff pre-Hilbert space) is a real vector space or a complex vector space with an operation called an inner product. The inner product of two vectors in the space is a scalar, often ...
has an essentially unique
orthonormal basis
In mathematics, particularly linear algebra, an orthonormal basis for an inner product space ''V'' with finite dimension is a basis for V whose vectors are orthonormal, that is, they are all unit vectors and orthogonal to each other. For ex ...
: it is unique up to multiplying each vector by a unit (scalar of unit length, e.g. 1, −1, ''i''). Such a basis can be constructed using the
Gram-Schmidt process. The uniqueness up to units follows
inductively, by noting that
lies in the one-dimensional space
.
More abstractly, it is unique up to an action of the
maximal torus: the flag corresponds to the
Borel group, and the inner product corresponds to the
maximal compact subgroup.
[Harris, Joe (1991). ''Representation Theory: A First Course'', p. 95. Springer. .]
Stabilizer
The stabilizer subgroup of the standard flag is the
group of
invertible
In mathematics, the concept of an inverse element generalises the concepts of opposite () and reciprocal () of numbers.
Given an operation denoted here , and an identity element denoted , if , one says that is a left inverse of , and that ...
upper triangular matrices.
More generally, the stabilizer of a flag (the
linear operators on ''V'' such that
for all ''i'') is, in matrix terms, the
algebra
Algebra () is one of the areas of mathematics, broad areas of mathematics. Roughly speaking, algebra is the study of mathematical symbols and the rules for manipulating these symbols in formulas; it is a unifying thread of almost all of mathem ...
of block
upper triangular matrices (with respect to an adapted basis), where the block sizes
. The stabilizer subgroup of a complete flag is the set of invertible upper triangular matrices with respect to any basis adapted to the flag. The subgroup of
lower triangular matrices with respect to such a basis depends on that basis, and can therefore ''not'' be characterized in terms of the flag only.
The stabilizer subgroup of any complete flag is a
Borel subgroup
In the theory of algebraic groups, a Borel subgroup of an algebraic group ''G'' is a maximal Zariski closed and connected solvable algebraic subgroup. For example, in the general linear group ''GLn'' (''n x n'' invertible matrices), the subgrou ...
(of the
general linear group
In mathematics, the general linear group of degree ''n'' is the set of invertible matrices, together with the operation of ordinary matrix multiplication. This forms a group, because the product of two invertible matrices is again invertible ...
), and the stabilizer of any partial flags is a
parabolic subgroup
In the theory of algebraic groups, a Borel subgroup of an algebraic group ''G'' is a maximal Zariski closed and connected solvable algebraic subgroup. For example, in the general linear group ''GLn'' (''n x n'' invertible matrices), the subgroup ...
.
The stabilizer subgroup of a flag acts
simply transitively on adapted bases for the flag, and thus these are not unique unless the stabilizer is trivial. That is a very exceptional circumstance: it happens only for a vector space of dimension 0, or for a vector space over
of dimension 1 (precisely the cases where only one basis exists, independently of any flag).
Subspace nest
In an infinite-dimensional space ''V'', as used 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, norm, topology, etc.) and the linear functions defined ...
, the flag idea generalises to a subspace nest, namely a collection of subspaces of ''V'' that is a
total order
In mathematics, a total or linear order is a partial order in which any two elements are comparable. That is, a total order is a binary relation \leq on some set X, which satisfies the following for all a, b and c in X:
# a \leq a ( reflexiv ...
for
inclusion and which further is closed under arbitrary
intersections
In mathematics, the intersection of two or more objects is another object consisting of everything that is contained in all of the objects simultaneously. For example, in Euclidean geometry, when two lines in a plane are not parallel, their ...
and closed linear spans. See
nest algebra.
Set-theoretic analogs
From the point of view of the
field with one element
In mathematics, the field with one element is a suggestive name for an object that should behave similarly to a finite field with a single element, if such a field could exist. This object is denoted F1, or, in a French–English pun, Fun. The nam ...
, a set can be seen as a vector space over the field with one element: this formalizes various analogies between
Coxeter group
In mathematics, a Coxeter group, named after H. S. M. Coxeter, is an abstract group that admits a formal description in terms of reflections (or kaleidoscopic mirrors). Indeed, the finite Coxeter groups are precisely the finite Euclidean ref ...
s and
algebraic group
In mathematics, an algebraic group is an algebraic variety endowed with a group structure which is compatible with its structure as an algebraic variety. Thus the study of algebraic groups belongs both to algebraic geometry and group theory.
...
s.
Under this correspondence, an ordering on a set corresponds to a maximal flag: an ordering is equivalent to a maximal filtration of a set. For instance, the filtration (flag)
corresponds to the ordering
.
See also
*
Filtration (mathematics) In mathematics, a filtration \mathcal is an indexed family (S_i)_ of subobjects of a given algebraic structure S, with the index i running over some totally ordered index set I, subject to the condition that
::if i\leq j in I, then S_i\subsete ...
*
Flag manifold
*
Grassmannian
*
Matroid
In combinatorics, a branch of mathematics, a matroid is a structure that abstracts and generalizes the notion of linear independence in vector spaces. There are many equivalent ways to define a matroid axiomatically, the most significant being ...
References
*
{{DEFAULTSORT:Flag (Linear Algebra)
Linear algebra