In
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 ...
, the Fubini–Study metric (IPA: /fubini-ʃtuːdi/) is a
Kähler metric on a
complex projective space
In mathematics, complex projective space is the projective space with respect to the field of complex numbers. By analogy, whereas the points of a real projective space label the lines through the origin of a real Euclidean space, the points of a ...
CP
''n'' endowed with a
Hermitian form
In mathematics, a sesquilinear form is a generalization of a bilinear form that, in turn, is a generalization of the concept of the dot product of Euclidean space. A bilinear form is linear map, linear in each of its arguments, but a sesquilinear f ...
. This
metric
Metric or metrical may refer to:
Measuring
* Metric system, an internationally adopted decimal system of measurement
* An adjective indicating relation to measurement in general, or a noun describing a specific type of measurement
Mathematics
...
was originally described in 1904 and 1905 by
Guido Fubini
Guido Fubini (19 January 1879 – 6 June 1943) was an Italian mathematician, known for Fubini's theorem and the Fubini–Study metric.
Life
Born in Venice, he was steered towards mathematics at an early age by his teachers and his father, ...
and
Eduard Study
Christian Hugo Eduard Study ( ; 23 March 1862 – 6 January 1930) was a German mathematician known for work on invariant theory of ternary forms (1889) and for the study of spherical trigonometry. He is also known for contributions to space geome ...
.
A
Hermitian form
In mathematics, a sesquilinear form is a generalization of a bilinear form that, in turn, is a generalization of the concept of the dot product of Euclidean space. A bilinear form is linear map, linear in each of its arguments, but a sesquilinear f ...
in (the vector space) C
''n''+1 defines a
unitary subgroup U(''n''+1) in GL(''n''+1,C). A Fubini–Study metric is determined up to homothety (overall scaling) by invariance under such a U(''n''+1) action; thus it is
homogeneous
Homogeneity and heterogeneity are concepts relating to the uniformity of a substance, process or image. A homogeneous feature is uniform in composition or character (i.e., color, shape, size, weight, height, distribution, texture, language, i ...
. Equipped with a Fubini–Study metric, CP
''n'' is a
symmetric space
In mathematics, a symmetric space is a Riemannian manifold (or more generally, a pseudo-Riemannian manifold) whose group of isometries contains an inversion symmetry about every point. This can be studied with the tools of Riemannian geome ...
. The particular normalization on the metric depends on the application. In
Riemannian geometry
Riemannian geometry is the branch of differential geometry that studies Riemannian manifolds, defined as manifold, smooth manifolds with a ''Riemannian metric'' (an inner product on the tangent space at each point that varies smooth function, smo ...
, one uses a normalization so that the Fubini–Study metric simply relates to the standard metric on the
(2''n''+1)-sphere. 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 ...
, one uses a normalization making CP
''n'' a
Hodge manifold.
Construction
The Fubini–Study metric arises naturally in the
quotient space construction of
complex projective space
In mathematics, complex projective space is the projective space with respect to the field of complex numbers. By analogy, whereas the points of a real projective space label the lines through the origin of a real Euclidean space, the points of a ...
.
Specifically, one may define CP
''n'' to be the space consisting of all complex lines in C
''n''+1, i.e., the quotient of C
''n''+1\ by the
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 ...
relating all complex multiples of each point together. This agrees with the quotient by the diagonal
group action
In mathematics, a group action of a group G on a set S is a group homomorphism from G to some group (under function composition) of functions from S to itself. It is said that G acts on S.
Many sets of transformations form a group under ...
of the multiplicative group C
* = C \ :
:
This quotient realizes C
''n''+1\ as a complex
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 ...
over the base space CP
''n''. (In fact this is the so-called
tautological bundle over CP
''n''.) A point of CP
''n'' is thus identified with an equivalence class of (''n''+1)-tuples
0,...,''Z''''n''">'Z''0,...,''Z''''n''modulo nonzero complex rescaling; the ''Z''
''i'' are called
homogeneous coordinates
In mathematics, homogeneous coordinates or projective coordinates, introduced by August Ferdinand Möbius in his 1827 work , are a system of coordinates used in projective geometry, just as Cartesian coordinates are used in Euclidean geometry. ...
of the point.
Furthermore, one may realize this quotient mapping in two steps: since multiplication by a nonzero complex scalar ''z'' = ''R'' ''e''
iθ can be uniquely thought of as the composition of a dilation by the modulus ''R'' followed by a counterclockwise rotation about the origin by an angle
, the quotient mapping C
''n''+1 → CP
''n'' splits into two pieces.
:
where step (a) is a quotient by the dilation Z ~ ''R''Z for ''R'' ∈ R
+, the multiplicative group of
positive real numbers
In mathematics, the set of positive real numbers, \R_ = \left\, is the subset of those real numbers that are greater than zero. The non-negative real numbers, \R_ = \left\, also include zero. Although the symbols \R_ and \R^ are ambiguously used fo ...
, and step (b) is a quotient by the rotations Z ~ ''e''
iθZ.
The result of the quotient in (a) is the real hypersphere ''S''
2''n''+1 defined by the equation , Z,
2 = , ''Z''
0,
2 + ... + , ''Z''
''n'',
2 = 1. The quotient in (b) realizes CP
''n'' = ''S''
2''n''+1/''S''
1, where ''S''
1 represents the group of rotations. This quotient is realized explicitly by the famous
Hopf fibration ''S''
1 → ''S''
2''n''+1 → CP
''n'', the fibers of which are among the
great circles
In mathematics, a great circle or orthodrome is the circular intersection of a sphere and a plane passing through the sphere's center point.
Discussion
Any arc of a great circle is a geodesic of the sphere, so that great circles in spheric ...
of
.
As a metric quotient
When a quotient is taken of a
Riemannian manifold
In differential geometry, a Riemannian manifold is a geometric space on which many geometric notions such as distance, angles, length, volume, and curvature are defined. Euclidean space, the N-sphere, n-sphere, hyperbolic space, and smooth surf ...
(or
metric space
In mathematics, a metric space is a Set (mathematics), set together with a notion of ''distance'' between its Element (mathematics), elements, usually called point (geometry), points. The distance is measured by a function (mathematics), functi ...
in general), care must be taken to ensure that the quotient space is endowed with a
metric
Metric or metrical may refer to:
Measuring
* Metric system, an internationally adopted decimal system of measurement
* An adjective indicating relation to measurement in general, or a noun describing a specific type of measurement
Mathematics
...
that is well-defined. For instance, if a group ''G'' acts on a Riemannian manifold (''X'',''g''), then in order for the
orbit space
In mathematics, a group action of a group G on a set S is a group homomorphism from G to some group (under function composition) of functions from S to itself. It is said that G acts on S.
Many sets of transformations form a group under fun ...
''X''/''G'' to possess an induced metric,
must be constant along ''G''-orbits in the sense that for any element ''h'' ∈ ''G'' and pair of vector fields
we must have ''g''(''Xh'',''Yh'') = ''g''(''X'',''Y'').
The standard
Hermitian metric
In mathematics, and more specifically in differential geometry, a Hermitian manifold is the complex analogue of a Riemannian manifold
In differential geometry, a Riemannian manifold is a geometric space on which many geometric notions such as ...
on C
''n''+1 is given in the standard basis by
:
whose realification is the standard
Euclidean metric
In mathematics, the Euclidean distance between two points in Euclidean space is the length of the line segment between them. It can be calculated from the Cartesian coordinates of the points using the Pythagorean theorem, and therefore is oc ...
on R
2''n''+2. This metric is ''not'' invariant under the diagonal action of C
*, so we are unable to directly push it down to CP
n in the quotient. However, this metric ''is'' invariant under the diagonal action of ''S''
1 = U(1), the group of rotations. Therefore, step (b) in the above construction is possible once step (a) is accomplished.
The Fubini–Study metric is the metric induced on the quotient CP
''n'' = ''S''
2''n''+1/''S''
1, where
carries the so-called "round metric" endowed upon it by ''restriction'' of the standard Euclidean metric to the unit hypersphere.
In local affine coordinates
Corresponding to a point in CP
''n'' with homogeneous coordinates
, there is a unique set of ''n'' coordinates
such that
:
provided
; specifically,
. The
form an
affine coordinate system
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 related ...
for CP
''n'' in the coordinate patch
. One can develop an affine coordinate system in any of the coordinate patches
by dividing instead by
in the obvious manner. The ''n''+1 coordinate patches
cover CP
''n'', and it is possible to give the metric explicitly in terms of the affine coordinates
on
. The coordinate derivatives define a frame
of the holomorphic tangent bundle of CP
''n'', in terms of which the Fubini–Study metric has Hermitian components
:
where , z,
2 = , ''z''
1,
2 + ... + , ''z''
''n'',
2. That is, the
Hermitian matrix
In mathematics, a Hermitian matrix (or self-adjoint matrix) is a complex square matrix that is equal to its own conjugate transpose—that is, the element in the -th row and -th column is equal to the complex conjugate of the element in the ...
of the Fubini–Study metric in this frame is
:
Note that each matrix element is unitary-invariant: the diagonal action
will leave this matrix unchanged.
Accordingly, the line element is given by
:
In this last expression, the
summation convention
In mathematics, especially the usage of linear algebra in mathematical physics and differential geometry, Einstein notation (also known as the Einstein summation convention or Einstein summation notation) is a notational convention that implies s ...
is used to sum over Latin indices ''i'',''j'' that range from 1 to ''n''.
The metric can be derived from the following
Kähler potential:
:
as
:
Using homogeneous coordinates
An expression is also possible in the notation of
homogeneous coordinates
In mathematics, homogeneous coordinates or projective coordinates, introduced by August Ferdinand Möbius in his 1827 work , are a system of coordinates used in projective geometry, just as Cartesian coordinates are used in Euclidean geometry. ...
, commonly used to describe
projective varieties
In algebraic geometry, a projective variety is an algebraic variety that is a closed subvariety of a projective space. That is, it is the zero-locus in \mathbb^n of some finite family of homogeneous polynomials that generate a prime ideal, the ...
of
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 ...
: Z =
0:...:''Z''''n''">'Z''0:...:''Z''''n'' Formally, subject to suitably interpreting the expressions involved, one has
:
Here the summation convention is used to sum over Greek indices α β ranging from 0 to ''n'', and in the last equality the standard notation for the skew part of a tensor is used:
:
Now, this expression for d''s''
2 apparently defines a tensor on the total space of the tautological bundle C
''n''+1\. It is to be understood properly as a tensor on CP
''n'' by pulling it back along a holomorphic section σ of the tautological bundle of CP
''n''. It remains then to verify that the value of the pullback is independent of the choice of section: this can be done by a direct calculation.
The
Kähler form of this metric is
:
where the
are the
Dolbeault operators.
The pullback of this is clearly independent of the choice of holomorphic section. The quantity log, Z,
2 is the
Kähler potential (sometimes called the Kähler scalar) of CP
''n''.
In bra-ket coordinate notation
In
quantum mechanics
Quantum mechanics is the fundamental physical Scientific theory, theory that describes the behavior of matter and of light; its unusual characteristics typically occur at and below the scale of atoms. Reprinted, Addison-Wesley, 1989, It is ...
, the Fubini–Study metric is also known as the
Bures metric.
[Paolo Facchi, Ravi Kulkarni, V. I. Man'ko, Giuseppe Marmo, E. C. G. Sudarshan, Franco Ventriglia]
Classical and Quantum Fisher Information in the Geometrical Formulation of Quantum Mechanics
(2010), ''Physics Letters'' A 374 pp. 4801. However, the Bures metric is typically defined in the notation of
mixed states, whereas the exposition below is written in terms of a
pure state
In quantum physics, a quantum state is a mathematical entity that embodies the knowledge of a quantum system. Quantum mechanics specifies the construction, evolution, and measurement of a quantum state. The result is a prediction for the system re ...
. The real part of the metric is (a quarter of) the
Fisher information metric
In information geometry, the Fisher information metric is a particular Riemannian metric which can be defined on a smooth statistical manifold, ''i.e.'', a smooth manifold whose points are probability distributions. It can be used to calculate the ...
.
[
The Fubini–Study metric may be written using the ]bra–ket notation
Bra–ket notation, also called Dirac notation, is a notation for linear algebra and linear operators on complex vector spaces together with their dual space both in the finite-dimensional and infinite-dimensional case. It is specifically de ...
commonly used in quantum mechanics
Quantum mechanics is the fundamental physical Scientific theory, theory that describes the behavior of matter and of light; its unusual characteristics typically occur at and below the scale of atoms. Reprinted, Addison-Wesley, 1989, It is ...
. To explicitly equate this notation to the homogeneous coordinates given above, let
: