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 ...
, a branch of
mathematics, the Borel functional calculus is a ''
functional calculus
In mathematics, a functional calculus is a theory allowing one to apply mathematical functions to mathematical operators. It is now a branch (more accurately, several related areas) of the field of functional analysis, connected with spectral t ...
'' (that is, an assignment of
operators
Operator may refer to:
Mathematics
* A symbol indicating a mathematical operation
* Logical operator or logical connective in mathematical logic
* Operator (mathematics), mapping that acts on elements of a space to produce elements of another sp ...
from
commutative algebra
Commutative algebra, first known as ideal theory, is the branch of algebra that studies commutative rings, their ideals, and modules over such rings. Both algebraic geometry and algebraic number theory build on commutative algebra. Promi ...
s to functions defined on their
spectra), which has particularly broad scope.
Thus for instance if ''T'' is an operator, applying the squaring function ''s'' → ''s''
2 to ''T'' yields the operator ''T''
2. Using the functional calculus for larger classes of functions, we can for example define rigorously the "square root" of the (negative)
Laplacian operator or the exponential
The 'scope' here means the kind of ''function of an operator'' which is allowed. The Borel functional calculus is more general than the
continuous functional calculus
In mathematics, particularly in operator theory and C*-algebra theory, a continuous functional calculus is a functional calculus which allows the application of a continuous function to normal elements of a C*-algebra.
Theorem
Theorem. Let ' ...
, and its focus is different than the
holomorphic functional calculus
In mathematics, holomorphic functional calculus is functional calculus with holomorphic functions. That is to say, given a holomorphic function ''f'' of a complex argument ''z'' and an operator ''T'', the aim is to construct an operator, ''f''('' ...
one.
More precisely, the Borel functional calculus allows for applying an arbitrary
Borel function to a
self-adjoint operator
In mathematics, a self-adjoint operator on an infinite-dimensional complex vector space ''V'' with inner product \langle\cdot,\cdot\rangle (equivalently, a Hermitian operator in the finite-dimensional case) is a linear map ''A'' (from ''V'' to ...
, in a way that generalizes applying a
polynomial function
In mathematics, a polynomial is an expression consisting of indeterminates (also called variables) and coefficients, that involves only the operations of addition, subtraction, multiplication, and positive-integer powers of variables. An examp ...
.
Motivation
If ''T'' is a self-adjoint operator on a finite-dimensional
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 ...
''H'', then ''H'' has an
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 ...
consisting of
eigenvector
In linear algebra, an eigenvector () or characteristic vector of a linear transformation is a nonzero vector that changes at most by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denote ...
s of ''T'', that is
Thus, for any positive integer ''n'',
If only polynomials in ''T'' are considered, then one gets the
holomorphic functional calculus
In mathematics, holomorphic functional calculus is functional calculus with holomorphic functions. That is to say, given a holomorphic function ''f'' of a complex argument ''z'' and an operator ''T'', the aim is to construct an operator, ''f''('' ...
. Is it possible to get more general functions of ''T''? Yes it is. Given a
Borel function ''h'', one can define an operator ''h''(''T'') by specifying its behavior on the basis:
Generally, any self-adjoint operator ''T'' is
unitarily equivalent to a multiplication operator; this means that for many purposes, ''T'' can be considered as an operator
acting on ''L''
2 of some
measure space
A measure space is a basic object of measure theory, a branch of mathematics that studies generalized notions of volumes. It contains an underlying set, the subsets of this set that are feasible for measuring (the -algebra) and the method that ...
. The domain of ''T'' consists of those functions whose above expression is in ''L''
2. In such a case, one can define analogously
For many technical purposes, the previous formulation is good enough. However, it is desirable to formulate the functional calculus in a way that does not depend on the particular representation of ''T'' as a multiplication operator. That's what we do in the next section.
The bounded functional calculus
Formally, the bounded Borel functional calculus of a self adjoint operator ''T'' on
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 natu ...
''H'' is a mapping defined on the space of bounded complex-valued Borel functions ''f'' on the real line,
such that the following conditions hold
* is an
involution-preserving and unit-preserving homomorphism from the ring of complex-valued bounded measurable functions on R.
* If ξ is an element of ''H'', then
is a
countably additive measure on the Borel sets ''E'' of R. In the above formula 1
''E'' denotes the
indicator function
In mathematics, an indicator function or a characteristic function of a subset of a set is a function that maps elements of the subset to one, and all other elements to zero. That is, if is a subset of some set , one has \mathbf_(x)=1 if x ...
of ''E''. These measures ν
ξ are called the spectral measures of ''T''.
* If denotes the mapping ''z'' → ''z'' on C, then:
This defines the functional calculus for ''bounded'' functions applied to possibly ''unbounded'' self-adjoint operators. Using the bounded functional calculus, one can prove part of the
Stone's theorem on one-parameter unitary groups:
As an application, we consider the
Schrödinger equation
The Schrödinger equation is a linear partial differential equation that governs the wave function of a quantum-mechanical system. It is a key result in quantum mechanics, and its discovery was a significant landmark in the development of th ...
, or equivalently, the
dynamics of a quantum mechanical system. In
non-relativistic 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, q ...
, the
Hamiltonian operator ''H'' models the total
energy
In physics, energy (from Ancient Greek: ἐνέργεια, ''enérgeia'', “activity”) is the quantitative property that is transferred to a body or to a physical system, recognizable in the performance of work and in the form of hea ...
observable
In physics, an observable is a physical quantity that can be measured. Examples include position and momentum. In systems governed by classical mechanics, it is a real-valued "function" on the set of all possible system states. In quantum phys ...
of a quantum mechanical system S. The unitary group generated by ''iH'' corresponds to the time evolution of S.
We can also use the Borel functional calculus to abstractly solve some linear
initial value problem
In multivariable calculus, an initial value problem (IVP) is an ordinary differential equation together with an initial condition which specifies the value of the unknown function at a given point in the domain. Modeling a system in physics or o ...
s such as the heat equation, or Maxwell's equations.
Existence of a functional calculus
The existence of a mapping with the properties of a functional calculus requires proof. For the case of a bounded self-adjoint operator ''T'', the existence of a Borel functional calculus can be shown in an elementary way as follows:
First pass from polynomial to
continuous functional calculus
In mathematics, particularly in operator theory and C*-algebra theory, a continuous functional calculus is a functional calculus which allows the application of a continuous function to normal elements of a C*-algebra.
Theorem
Theorem. Let ' ...
by using the
Stone–Weierstrass theorem
In mathematical analysis, the Weierstrass approximation theorem states that every continuous function defined on a closed interval can be uniformly approximated as closely as desired by a polynomial function. Because polynomials are among the s ...
. The crucial fact here is that, for a bounded self adjoint operator ''T'' and a polynomial ''p'',
Consequently, the mapping
is an isometry and a densely defined homomorphism on the ring of polynomial functions. Extending by continuity defines ''f''(''T'') for a continuous function ''f'' on the spectrum of ''T''. The
Riesz-Markov theorem then allows us to pass from integration on continuous functions to
spectral measure
In mathematics, the spectral theory of ordinary differential equations is the part of spectral theory concerned with the determination of the spectrum and eigenfunction expansion associated with a linear ordinary differential equation. In his diss ...
s, and this is the Borel functional calculus.
Alternatively, the continuous calculus can be obtained via the
Gelfand transform In mathematics, the Gelfand representation in functional analysis (named after I. M. Gelfand) is either of two things:
* a way of representing commutative Banach algebras as algebras of continuous functions;
* the fact that for commutative C*-al ...
, in the context of commutative Banach algebras. Extending to measurable functions is achieved by applying Riesz-Markov, as above. In this formulation, ''T'' can be a
normal operator
In mathematics, especially functional analysis, a normal operator on a complex Hilbert space ''H'' is a continuous linear operator ''N'' : ''H'' → ''H'' that commutes with its hermitian adjoint ''N*'', that is: ''NN*'' = ''N*N''.
Normal op ...
.
Given an operator ''T'', the range of the continuous functional calculus ''h'' → ''h''(''T'') is the (abelian) C*-algebra ''C''(''T'') generated by ''T''. The Borel functional calculus has a larger range, that is the closure of ''C''(''T'') in the
weak operator topology
In functional analysis, the weak operator topology, often abbreviated WOT, is the weakest topology on the set of bounded operators on a Hilbert space H, such that the functional sending an operator T to the complex number \langle Tx, y\rangle is ...
, a (still abelian)
von Neumann algebra
In mathematics, a von Neumann algebra or W*-algebra is a *-algebra of bounded operators on a Hilbert space that is closed in the weak operator topology and contains the identity operator. It is a special type of C*-algebra.
Von Neumann a ...
.
The general functional calculus
We can also define the functional calculus for not necessarily bounded Borel functions ''h''; the result is an operator which in general fails to be bounded. Using the multiplication by a function ''f'' model of a self-adjoint operator given by the spectral theorem, this is multiplication by the composition of ''h'' with ''f''.
The operator ''S'' of the previous theorem is denoted ''h''(''T'').
More generally, a Borel functional calculus also exists for (bounded) normal operators.
Resolution of the identity
Let ''T'' be a self-adjoint operator. If ''E'' is a Borel subset of R, and 1
''E'' is the
indicator function
In mathematics, an indicator function or a characteristic function of a subset of a set is a function that maps elements of the subset to one, and all other elements to zero. That is, if is a subset of some set , one has \mathbf_(x)=1 if x ...
of ''E'', then 1
''E''(''T'') is a self-adjoint projection on ''H''. Then mapping
is a
projection-valued measure
In mathematics, particularly in functional analysis, a projection-valued measure (PVM) is a function defined on certain subsets of a fixed set and whose values are self-adjoint projections on a fixed Hilbert space. Projection-valued measures ar ...
called the resolution of the identity for the self adjoint operator ''T''. The measure of R with respect to Ω is the identity operator on ''H''. In other words, the identity operator can be expressed as the spectral integral
. Sometimes the term "resolution of the identity" is also used to describe this representation of the identity operator as a spectral integral.
In the case of a discrete measure (in particular, when ''H'' is finite-dimensional),
can be written as
in the Dirac notation, where each
is a normalized eigenvector of ''T''. The set
is an orthonormal basis of ''H''.
In physics literature, using the above as heuristic, one passes to the case when the spectral measure is no longer discrete and write the resolution of identity as
and speak of a "continuous basis", or "continuum of basis states",
Mathematically, unless rigorous justifications are given, this expression is purely formal.
References
{{Analysis in topological vector spaces
Functional calculus