Coherent States In Mathematical Physics
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Coherent states In physics, specifically in quantum mechanics, a coherent state is the specific quantum state of the quantum harmonic oscillator, often described as a state which has dynamics most closely resembling the oscillatory behavior of a classical harmo ...
have been introduced in a physical context, first as quasi-classical states in
quantum mechanics Quantum mechanics is a fundamental theory in physics that provides a description of the physical properties of nature at the scale of atoms and subatomic particles. It is the foundation of all quantum physics including quantum chemistry, ...
, then as the backbone of
quantum optics Quantum optics is a branch of atomic, molecular, and optical physics dealing with how individual quanta of light, known as photons, interact with atoms and molecules. It includes the study of the particle-like properties of photons. Photons have b ...
and they are described in that spirit in the article Coherent states (see alsoJ-P. Gazeau,''Coherent States in Quantum Physics'', Wiley-VCH, Berlin, 2009.). However, they have generated a huge variety of generalizations, which have led to a tremendous amount of literature in
mathematical physics Mathematical physics refers to the development of mathematics, mathematical methods for application to problems in physics. The ''Journal of Mathematical Physics'' defines the field as "the application of mathematics to problems in physics and t ...
. In this article, we sketch the main directions of research on this line. For further details, we refer to several existing surveys.S.T. Ali, J-P. Antoine, J-P. Gazeau, and U.A. Mueller, Coherent states and their generalizations: A mathematical overview, ''Reviews in Mathematical Physics'' 7 (1995) 1013-1104.S.T. Ali, J-P. Antoine, and J-P. Gazeau, ''Coherent States, Wavelets and Their Generalizations'', Springer-Verlag, New York, Berlin, Heidelberg, 2000.


A general definition

Let \mathfrak H\, be a complex, separable
Hilbert space In mathematics, Hilbert spaces (named after David Hilbert) allow generalizing the methods of linear algebra and calculus from (finite-dimensional) Euclidean vector spaces to spaces that may be infinite-dimensional. Hilbert spaces arise natural ...
, X a
locally compact space In topology and related branches of mathematics, a topological space is called locally compact if, roughly speaking, each small portion of the space looks like a small portion of a compact space. More precisely, it is a topological space in which ev ...
and d\nu a measure on X. For each x in X, denote , x\rangle a vector in \mathfrak H. Assume that this set of vectors possesses the following properties: # The mapping x \mapsto , x \rangle is weakly continuous, i.e., for each vector , \psi\rangle in \mathfrak H, the function \Psi (x) = \langle x, \psi\rangle is continuous (in the topology of X). # The resolution of the identity \int_X , x\rangle\langle x, \, d\nu (x) = I_ holds in the weak sense on the Hilbert space \mathfrak H, i.e., for any two vectors , \phi\rangle , , \psi \rangle in \mathfrak H, the following equality holds: \int_X \langle\phi, x\rangle\langle x, \psi\rangle\, d\nu (x) = \langle\phi, \psi\rangle\,. A set of vectors , x\rangle satisfying the two properties above is called a family of ''generalized coherent states''. In order to recover the previous definition (given in the article
Coherent state In physics, specifically in quantum mechanics, a coherent state is the specific quantum state of the quantum harmonic oscillator, often described as a state which has dynamics most closely resembling the oscillatory behavior of a classical harmo ...
) of canonical or standard coherent states (CCS), it suffices to take X\equiv\mathbb, the complex plane and d\nu (x) \equiv \frac d^2x. Sometimes the resolution of the identity condition is replaced by a weaker condition, with the vectors , x \rangle simply forming a total set in \, and the functions \Psi (x) = \langle x , \psi\rangle, as , \psi \rangle runs through , forming a ''
reproducing kernel Hilbert space In functional analysis (a branch of mathematics), a reproducing kernel Hilbert space (RKHS) is a Hilbert space of functions in which point evaluation is a continuous linear functional. Roughly speaking, this means that if two functions f and g in ...
''. The objective in both cases is to ensure that an arbitrary vector , \psi \rangle be expressible as a linear (integral) combination of these vectors. Indeed, the resolution of the identity immediately implies that , \psi \rangle = \int_X \Psi (x) \left, x \right\rangle\, d\nu (x)\, , where \Psi (x) = \langle x , \psi\rangle. These vectors \Psi are square integrable, continuous functions on X and satisfy the ''reproducing property'' \int_X K (x,y )\Psi (y)\, d\nu (y) = \Psi (x)\, , where K (x, y) = \langle x , y \rangle is the reproducing kernel, which satisfies the following properties \begin K (x, y) &= \overline\; , \qquad K (x, x) > 0\, , \\ \int_X K(x,z)\, K(z, y) \, d\nu (z) &= K(x,y)\, . \end


Some examples

We present in this section some of the more commonly used types of coherent states, as illustrations of the general structure given above.


Nonlinear coherent states

A large class of generalizations of the CCS is obtained by a simple modification of their analytic structure. Let \varepsilon_1 \leq \varepsilon_2 \leq \dots \leq \varepsilon_n \leq \cdots be an infinite sequence of positive numbers (\varepsilon_1 \neq 0). Define \varepsilon_n ! = \varepsilon_1 \varepsilon_2 \ldots \varepsilon_n and by convention set \varepsilon_0 ! = 1. In the same
Fock space The Fock space is an algebraic construction used in quantum mechanics to construct the quantum states space of a variable or unknown number of identical particles from a single particle Hilbert space . It is named after V. A. Fock who first intr ...
in which the CCS were described, we now define the related ''deformed'' or ''nonlinear'' coherent states by the expansion \vert \alpha\rangle = (\vert \alpha\vert^2)^ \, \sum_^\infty \frac , n\rangle\, . The normalization factor (\vert \alpha\vert^2) is chosen so that \langle \alpha \vert \alpha \rangle = 1. These generalized coherent states are overcomplete in the Fock space and satisfy a resolution of the identity \int_ \vert \alpha \rangle\langle \alpha \vert\; (\vert \alpha\vert^2)\; d\nu (\alpha, \overline ) = I\, , \mathcal D being an open disc in the complex plane of radius L, the radius of convergence of the series \sum_^\infty \frac (in the case of the CCS, L= \infty.) The measure d\nu is generically of the form d\theta\,d\lambda (r) (for \alpha = re^), where d\lambda is related to the \varepsilon_n ! through the moment condition. Once again, we see that for an arbitrary vector , \phi\rangle in the Fock space, the function \Phi(\alpha) = \langle \phi , \alpha\rangle is of the form \Phi(\alpha) = (\vert \alpha\vert^2)^f(\alpha), where f\, is an
analytic function In mathematics, an analytic function is a function that is locally given by a convergent power series. There exist both real analytic functions and complex analytic functions. Functions of each type are infinitely differentiable, but complex an ...
on the domain \mathcal D. The reproducing kernel associated to these coherent states is K(\overline, \alpha' ) = \langle \alpha, \alpha'\rangle = \left \vert \alpha\vert^2) (\vert \alpha'\vert^2)\right \sum_^\infty \frac \, .


Barut–Girardello coherent states

By analogy with the CCS case, one can define a generalized
annihilation operator Creation operators and annihilation operators are mathematical operators that have widespread applications in quantum mechanics, notably in the study of quantum harmonic oscillators and many-particle systems. An annihilation operator (usually ...
A by its action on the vectors , \alpha\rangle, A, \alpha \rangle = \alpha, \alpha \rangle\, , and its adjoint operator A^\dagger. These act on the Fock states , n\rangle as A , n\rangle = \sqrt, n -1 \rangle\, , \qquad A^\dagger, n \rangle = \sqrt, n+1 \rangle\, . Depending on the exact values of the quantities \varepsilon_n, these two operators, together with the identity I and all their commutators, could generate a wide range of algebras including various types of deformed quantum algebras. The term 'nonlinear', as often applied to these generalized coherent states, comes again from quantum optics where many such families of states are used in studying the interaction between the radiation field and atoms, where the strength of the interaction itself depends on the frequency of radiation. Of course, these coherent states will not in general have either the group theoretical or the minimal uncertainty properties of the CCS (there might have more general ones). Operators A and A^\dagger of the general type defined above are also known as ''
ladder operator In linear algebra (and its application to quantum mechanics), a raising or lowering operator (collectively known as ladder operators) is an operator that increases or decreases the eigenvalue of another operator. In quantum mechanics, the raisin ...
s'' . When such operators appear as generators of representations of Lie algebras, the eigenvectors of A are usually called ''Barut–Girardello coherent states''. A typical example is obtained from the representations of the
Lie algebra In mathematics, a Lie algebra (pronounced ) is a vector space \mathfrak g together with an Binary operation, operation called the Lie bracket, an Alternating multilinear map, alternating bilinear map \mathfrak g \times \mathfrak g \rightarrow ...
of SU(1,1) on the
Fock space The Fock space is an algebraic construction used in quantum mechanics to construct the quantum states space of a variable or unknown number of identical particles from a single particle Hilbert space . It is named after V. A. Fock who first intr ...
.


Gazeau–Klauder coherent states

A non-analytic extension of the above expression of the non-linear coherent states is often used to define generalized coherent states associated to physical
Hamiltonian Hamiltonian may refer to: * Hamiltonian mechanics, a function that represents the total energy of a system * Hamiltonian (quantum mechanics), an operator corresponding to the total energy of that system ** Dyall Hamiltonian, a modified Hamiltonian ...
s having pure point spectra. These coherent states, known as ''Gazeau–Klauder coherent states'', are labelled by action-angle variables. Suppose that we are given the physical Hamiltonian H = \sum_^\infty E_n \left, n \right\rangle \left\langle n\, with E_0 = 0, i.e., it has the energy eigenvalues E_n and eigenvectors , n\rangle, which we assume to form an orthonormal basis for the Hilbert space of states . Let us write the eigenvalues as E_n = \omega\varepsilon_n by introducing a sequence of dimensionless quantities \ ordered as: 0 = \varepsilon_0 < \varepsilon_1 < \varepsilon_2 < \cdots. Then, for all J \geq 0 and \gamma \in \mathbb R, the Gazeau–Klauder coherent states are defined as , J ,\gamma\rangle =\mathcal N(J)^\sum_^\infty\,\frac, n\rangle\, , where again \mathcal N is a normalization factor, which turns out to be dependent on J only. These coherent states satisfy the ''temporal stability'' condition, e^\vert J, \gamma \rangle = \vert J, \gamma + \omega t \rangle\, , and the ''action identity'', \langle J, \gamma , H, J, \gamma \rangle_ = \omega J\, . While these generalized coherent states do form an overcomplete set in , the resolution of the identity is generally not given by an integral relation as above, but instead by an integral in Bohr's sense, like it is in use in the theory of almost periodic functions. Actually the construction of Gazeau–Klauder CS can be extended to vector CS and to Hamiltonians with degenerate spectra, as shown by Ali and Bagarello.


Heat kernel coherent states

Another type of coherent state arises when considering a particle whose configuration space is the group manifold of a compact Lie group ''K''. Hall introduced coherent states in which the usual Gaussian on Euclidean space is replaced by the
heat kernel In the mathematical study of heat conduction and diffusion, a heat kernel is the fundamental solution to the heat equation on a specified domain with appropriate boundary conditions. It is also one of the main tools in the study of the spectru ...
on ''K''. The parameter space for the coherent states is the "
complexification In mathematics, the complexification of a vector space over the field of real numbers (a "real vector space") yields a vector space over the complex number field, obtained by formally extending the scaling of vectors by real numbers to include t ...
" of ; e.g., if is then the complexification is . These coherent states have a resolution of the identity that leads to a Segal-Bargmann space over the complexification. Hall's results were extended to compact symmetric spaces, including spheres, by Stenzel. The heat kernel coherent states, in the case K=\mathrm(2), have been applied in the theory of quantum gravity by Thiemann and his collaborators. Although there are two different Lie groups involved in the construction, the heat kernel coherent states are not of Perelomov type.


The group-theoretical approach

Gilmore and Perelomov, independently, realized that the construction of coherent states may sometimes be viewed as a group theoretical problem.A. M. Perelomov, Coherent states for arbitrary Lie groups, ''Commun. Math. Phys.'' 26 (1972) 222–236
arXiv: math-ph/0203002
A. Perelomov, ''Generalized coherent states and their applications'', Springer, Berlin 1986. In order to see this, let us go back for a while to the case of CCS. There, indeed, the displacement operator D(\alpha) is nothing but the representative in
Fock space The Fock space is an algebraic construction used in quantum mechanics to construct the quantum states space of a variable or unknown number of identical particles from a single particle Hilbert space . It is named after V. A. Fock who first intr ...
of an element of the
Heisenberg group In mathematics, the Heisenberg group H, named after Werner Heisenberg, is the group of 3×3 upper triangular matrices of the form ::\begin 1 & a & c\\ 0 & 1 & b\\ 0 & 0 & 1\\ \end under the operation of matrix multiplication. Elements ' ...
(also called the Weyl–Heisenberg group), whose
Lie algebra In mathematics, a Lie algebra (pronounced ) is a vector space \mathfrak g together with an Binary operation, operation called the Lie bracket, an Alternating multilinear map, alternating bilinear map \mathfrak g \times \mathfrak g \rightarrow ...
is generated by X,\, P and I. However, before going on with the CCS, take first the general case. Let G be a
locally compact group In mathematics, a locally compact group is a topological group ''G'' for which the underlying topology is locally compact and Hausdorff. Locally compact groups are important because many examples of groups that arise throughout mathematics are lo ...
and suppose that it has a continuous, irreducible representation U on a Hilbert space \mathfrak H by unitary operators U(g), \; g \in G. This representation is called ''square integrable'' if there exists a non-zero vector , \psi \rangle in \mathfrak H for which the integral c(\psi) = \int_G \vert\langle\psi , U(g)\psi\rangle\vert^2\, d\mu (g) converges. Here d\mu is the left invariant
Haar measure In mathematical analysis, the Haar measure assigns an "invariant volume" to subsets of locally compact topological groups, consequently defining an integral for functions on those groups. This measure was introduced by Alfréd Haar in 1933, though ...
on G. A vector , \psi\rangle for which c(\psi) < \infty is said to be ''admissible'', and it can be shown that the existence of one such vector guarantees the existence of an entire dense set of such vectors in \mathfrak H. Moreover, if the group G is unimodular, i.e., if the left and the right invariant measures coincide, then the existence of one admissible vector implies that every vector in \mathfrak H is admissible. Given a square integrable representation U and an admissible vector , \psi\rangle, let us define the vectors , g\rangle = \frac 1\, U(g), \psi \rangle , \text g\in G. These vectors are the analogues of the canonical coherent states, written there in terms of the representation of the
Heisenberg group In mathematics, the Heisenberg group H, named after Werner Heisenberg, is the group of 3×3 upper triangular matrices of the form ::\begin 1 & a & c\\ 0 & 1 & b\\ 0 & 0 & 1\\ \end under the operation of matrix multiplication. Elements ' ...
(however, see the section on Gilmore-Perelomov CS, below). Next, it can be shown that the resolution of the identity \int_G \left, g \right\rangle \left\langle g\ \, d\mu (g) = I_ holds on . Thus, the vectors , g\rangle constitute a family of generalized coherent states. The functions F(g) = \langle g, \phi\rangle for all vectors , \phi \rangle in \mathfrak H are square integrable with respect to the measure d\mu and the set of such functions, which in fact are continuous in the topology of G, forms a closed subspace of L^2 (G, d\mu ). Furthermore, the mapping \phi \mapsto F is a linear isometry between \mathfrak H and L^2 (G, d\mu ) and under this isometry the representation U gets mapped to a subrepresentation of the left
regular representation In mathematics, and in particular the theory of group representations, the regular representation of a group ''G'' is the linear representation afforded by the group action of ''G'' on itself by translation. One distinguishes the left regular rep ...
of G on L^2 (G, d\mu).


An example: wavelets

A typical example of the above construction is provided by the
affine group In mathematics, the affine group or general affine group of any affine space over a field is the group of all invertible affine transformations from the space into itself. It is a Lie group if is the real or complex field or quaternions. Relat ...
of the line, G_. This is the group of all 2×2 matrices of the type, g = \begin a & b \\ 0 & 1 \end\, , a and b being real numbers with a \neq 0. We shall also write g = (b,a), with the action on \mathbb given by (b,a) \cdot x = b+ax. This group is non-unimodular, with the left invariant measure being given by d\mu (b,a ) = a^ \, db \, da (the right invariant measure being a^ \, db \, da). The affine group has a unitary irreducible representation on the Hilbert space L^2 (\mathbb R, dx ). Vectors in L^2 (\mathbb R, dx ) are measurable functions \varphi(x) of the real variable x and the (unitary) operators U(b,a) of this representation act on them as (U(b,a)\varphi )(x) = \frac 1\,\varphi \left(\frac a\right) = \frac 1\,\varphi \left((b,a)^\cdot x\right)\, . If \psi is a function in L^2 (\mathbb R, dx ) such that its
Fourier transform A Fourier transform (FT) is a mathematical transform that decomposes functions into frequency components, which are represented by the output of the transform as a function of frequency. Most commonly functions of time or space are transformed, ...
\widehat\psi satisfies the (admissibility) condition \int_ \frac \, dk < \infty\, , then it can be shown to be an admissible vector, i.e., c(\psi ) = \int_ \left\vert \left\langle \psi , U(b,a)\psi \right\rangle \right\vert^2 \, \frac < \infty\, . Thus, following the general construction outlined above, the vectors , b, a\rangle = \frac 1 \, U(b,a)\psi\, , \qquad (b,a) \in G_ define a family of generalized coherent states and one has the resolution of the identity \int_ \left, b, a\right\rangle \left\langle b,a\ \frac = I on L^2 (\mathbb R, dx ). In the signal analysis literature, a vector satisfying the admissibility condition above is called a ''mother wavelet'' and the generalized coherent states , b, a\rangle are called
wavelets A wavelet is a wave-like oscillation with an amplitude that begins at zero, increases or decreases, and then returns to zero one or more times. Wavelets are termed a "brief oscillation". A taxonomy of wavelets has been established, based on the num ...
. Signals are then identified with vectors , \varphi \rangle in L^2 (\mathbb R, dx ) and the function F(b,a) = \langle b,a, \varphi\rangle\, , is called the
continuous wavelet transform Continuity or continuous may refer to: Mathematics * Continuity (mathematics), the opposing concept to discreteness; common examples include ** Continuous probability distribution or random variable in probability and statistics ** Continuous g ...
of the signal \varphi. This concept can be extended to two dimensions, the group G_ being replaced by the so-called ''similitude group'' of the plane, which consists of plane translations, rotations and global dilations. The resulting 2D wavelets, and some generalizations of them, are widely used in
image processing An image is a visual representation of something. It can be two-dimensional, three-dimensional, or somehow otherwise feed into the visual system to convey information. An image can be an artifact, such as a photograph or other two-dimensiona ...
.


Gilmore–Perelomov coherent states

The construction of coherent states using group representations described above is not sufficient. Already it cannot yield the CCS, since these are ''not'' indexed by the elements of the
Heisenberg group In mathematics, the Heisenberg group H, named after Werner Heisenberg, is the group of 3×3 upper triangular matrices of the form ::\begin 1 & a & c\\ 0 & 1 & b\\ 0 & 0 & 1\\ \end under the operation of matrix multiplication. Elements ' ...
, but rather by points of the quotient of the latter by its center, that quotient being precisely \mathbb R^2. The key observation is that the center of the Heisenberg group leaves the vacuum vector , 0\rangle invariant, up to a phase. Generalizing this idea, Gilmore and Perelomov consider a locally compact group G and a unitary irreducible representation U of G on the Hilbert space \mathfrak H, not necessarily square integrable. Fix a vector , \psi\rangle in , of unit norm, and denote by H the subgroup of G consisting of all elements h that leave it invariant ''up to a phase'', that is, U(h) \left, \psi \\rangle = e^ \left, \psi\right\rangle\, , where \omega is a real-valued function of h. Let X = G/H be the left coset space and x an arbitrary element in X. Choosing a coset representative g(x) \in G, for each coset x, we define the vectors , x\rangle = U(g(x)) \left, \psi\right\rangle \in . The dependence of these vectors on the specific choice of the coset representative g(x) is only through a phase. Indeed, if instead of g(x), we took a different representative g(x)' \in G for the same coset x, then since g(x)' = g(x)h for some h \in H, we would have U(g(x)'), \psi\rangle = e^, x\rangle. Hence, quantum mechanically, both , x\rangle and U(g(x)') , \psi\rangle represent the same physical state and in particular, the projection operator \left, x\right\rangle \left\langle x \ depends only on the coset. Vectors , x\rangle defined in this way are called ''Gilmore–Perelomov coherent states''. Since U is assumed to be irreducible, the set of all these vectors as x runs through G/H is dense in \mathfrak H. In this definition of generalized coherent states, no resolution of the identity is postulated. However, if X carries an invariant measure, under the natural action of G, and if the formal operator B defined as B = \int_X \left, x\right\rangle \left\langle x\ d\mu (x)\, , is bounded, then it is necessarily a multiple of the identity and a resolution of the identity is again retrieved. Gilmore–Perelomov coherent states have been generalized to
quantum groups In mathematics and theoretical physics, the term quantum group denotes one of a few different kinds of noncommutative algebras with additional structure. These include Drinfeld–Jimbo type quantum groups (which are quasitriangular Hopf algebra ...
, but for this we refer to the literature.


Further generalization: Coherent states on coset spaces

The Perelomov construction can be used to define coherent states for any locally compact group. On the other hand, particularly in case of failure of the Gilmore–Perelomov construction, there exist other constructions of generalized coherent states, using group representations, which generalize the notion of square integrability to homogeneous spaces of the group. Briefly, in this approach one starts with a unitary irreducible representation U and attempts to find a vector , \psi\rangle, a subgroup H and a
section Section, Sectioning or Sectioned may refer to: Arts, entertainment and media * Section (music), a complete, but not independent, musical idea * Section (typography), a subdivision, especially of a chapter, in books and documents ** Section sign ...
\sigma : G/H \to G such that \int_ \left, x\right\rangle \left\langle x\ d\mu (x) = T\, , where , x\rangle = U(\sigma (x)) \left, \psi \right\rangle, T is a bounded, positive operator with bounded inverse and d\mu is a quasi-invariant measure on X = G/H. It is not assumed that , \psi\rangle be invariant up to a phase under the action of H and clearly, the best situation is when T is a multiple of the identity. Although somewhat technical, this general construction is of enormous versatility for semi-direct product groups of the type \mathbb R^n \rtimes K, where K is a closed subgroup of GL(n, \mathbb R ). Thus, it is useful for many physically important groups, such as the
Poincaré group The Poincaré group, named after Henri Poincaré (1906), was first defined by Hermann Minkowski (1908) as the group of Minkowski spacetime isometries. It is a ten-dimensional non-abelian Lie group that is of importance as a model in our und ...
or the
Euclidean group In mathematics, a Euclidean group is the group of (Euclidean) isometries of a Euclidean space \mathbb^n; that is, the transformations of that space that preserve the Euclidean distance between any two points (also called Euclidean transformations). ...
, which do not have square integrable representations in the sense of the earlier definition. In particular, the integral condition defining the operator T ensures that any vector , \phi \rangle in \mathfrak H can be written in terms of the generalized coherent states , x\rangle namely, , \phi \rangle = \int_X \Psi (x) , x\rangle \, d\mu (x)\, , \qquad \Psi (x) = \langle x , T^\phi \rangle \, , which is the primary aim of any kind of coherent states.


Coherent states: a Bayesian construction for the quantization of a measure set

We now depart from the standard situation and present a general method of construction of coherent states, starting from a few observations on the structure of these objects as superpositions of eigenstates of some self-adjoint operator, as was the harmonic oscillator Hamiltonian for the standard CS. It is the essence of quantum mechanics that this superposition has a probabilistic flavor. As a matter of fact, we notice that the probabilistic structure of the canonical coherent states involves ''two'' probability distributions that underlie their construction. There are, in a sort of duality, a
Poisson distribution In probability theory and statistics, the Poisson distribution is a discrete probability distribution that expresses the probability of a given number of events occurring in a fixed interval of time or space if these events occur with a known co ...
ruling the probability of detecting n excitations when the quantum system is in a coherent state , z\rangle, and a
gamma distribution In probability theory and statistics, the gamma distribution is a two-parameter family of continuous probability distributions. The exponential distribution, Erlang distribution, and chi-square distribution are special cases of the gamma distri ...
on the set \mathbb C of complex parameters, more exactly on the range \mathbb R^ of the square of the radial variable. The generalization follows that duality scheme. Let X be a set of parameters equipped with a measure \mu and its associated Hilbert space L^2(X, d\mu) of complex-valued functions, square integrable with respect to \mu. Let us choose in L^2(X, d\mu) a finite or countable orthonormal set \mathcal=\: \langle \phi_m , \phi_n \rangle = \int_\overline\, \phi_n(x)\, d\mu(x) = \delta_\, . In case of infinite countability, this set must obey the (crucial) finiteness condition: 0 < \mathcal(x) := \sum_n \vert \phi_n (x)\vert^2 < \infty \, \quad \mathrm\, . Let \mathfrak be a separable complex Hilbert space with orthonormal basis \ in one-to-one correspondence with the elements of \mathcal. The two conditions above imply that the family of normalized ''coherent'' states \mathcal_= \ in \mathfrak, which are defined by , x\rangle = \frac\sum_n \overline\, , e_n\rangle\, , resolves the identity in \mathfrak: \int_X d\mu(x) \,\mathcal(x) \left, x\right\rangle \left\langle x \ = I_\, . Such a relation allows us to implement a ''coherent state'' or ''frame quantization'' of the set of parameters X by associating to a function X \ni x \mapsto f(x) that satisfies appropriate conditions the following operator in \mathfrak: f(x) \mapsto A_f := \int_X \mu(dx) \,\mathcal(x) \, f(x) \left, x\right\rangle \left\langle x \ . The operator A_f is symmetric if f(x) is real-valued, and it is self-adjoint (as a quadratic form) if f(x) is real and semi-bounded. The original f(x) is an ''upper symbol'', usually non-unique, for the operator A_f. It will be called a ''classical'' observable with respect to the family \mathcal_ if the so-called ''lower symbol'' of A_f, defined as \check (x) := \langle x , A_f , x \rangle = \int_X\mu(dx') \,\mathcal(x') \, f(x')\, \vert\langle x, x'\rangle\vert^2 \, . has mild functional properties to be made precise according to further topological properties granted to the original set X. A last point of this construction of the space of quantum states concerns its statistical aspects. There is indeed an interplay between two probability distributions: {{ordered list , list-style-type = lower roman , 1 = For almost each x, a ''discrete'' distribution, n \mapsto \frac{\vert \phi_n (x) \vert^2}{{\mathcal N} (x)}. This probability could be considered as concerning experiments performed on the system within some experimental protocol, in order to measure the spectral values of a certain self-adjoint operator A, i.e., a ''quantum observable'', acting in \mathfrak{H} and having the discrete spectral resolution A = \sum_n a_n \left, e_n\right\rangle \left\langle e_n\. , 2 = For each n, a ''continuous'' distribution on (X,\mu), X \ni x \mapsto \vert \phi_n (x) \vert^2\,. Here, we observe a Bayesian duality typical of coherent states. There are two interpretations: the resolution of the unity verified by the ''coherent'' states , x\rangle introduces a preferred ''prior measure'' on the set X, which is the set of parameters of the discrete distribution, with this distribution itself playing the role of the ''
likelihood function The likelihood function (often simply called the likelihood) represents the probability of random variable realizations conditional on particular values of the statistical parameters. Thus, when evaluated on a given sample, the likelihood funct ...
''. The associated discretely indexed continuous distributions become the related ''conditional
posterior distribution The posterior probability is a type of conditional probability that results from updating the prior probability with information summarized by the likelihood via an application of Bayes' rule. From an epistemological perspective, the posterior p ...
''. Hence, a probabilistic approach to experimental observations concerning A should serve as a guideline in choosing the set of the \phi_n(x)'s. We note that the continuous
prior distribution In Bayesian statistical inference, a prior probability distribution, often simply called the prior, of an uncertain quantity is the probability distribution that would express one's beliefs about this quantity before some evidence is taken int ...
will be relevant for the quantization whereas the discrete posterior one characterizes the measurement of the physical spectrum from which is built the ''coherent'' superposition of quantum states , e_n\rangle.


See also

*
Coherent states In physics, specifically in quantum mechanics, a coherent state is the specific quantum state of the quantum harmonic oscillator, often described as a state which has dynamics most closely resembling the oscillatory behavior of a classical harmo ...
* Lieb conjecture * Quantization


References

Mathematical physics