Borel functional calculus
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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 o ...
, 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 the ...
'' (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. Prom ...
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 In mathematics, the Laplace operator or Laplacian is a differential operator given by the divergence of the gradient of a scalar function on Euclidean space. It is usually denoted by the symbols \nabla\cdot\nabla, \nabla^2 (where \nabla is the ...
or the exponential e^. 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 In mathematics and in particular measure theory, a measurable function is a function between the underlying sets of two measurable spaces that preserves the structure of the spaces: the preimage of any measurable set is measurable. This is in d ...
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 its ...
, in a way that generalizes applying a polynomial function.


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 examp ...
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 denoted ...
s of ''T'', that is T e_k = \lambda_k e_k, \qquad 1 \leq k \leq \ell. Thus, for any positive integer ''n'', T^n e_k = \lambda_k^n e_k. 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 In mathematics and in particular measure theory, a measurable function is a function between the underlying sets of two measurable spaces that preserves the structure of the spaces: the preimage of any measurable set is measurable. This is in d ...
''h'', one can define an operator ''h''(''T'') by specifying its behavior on the basis: h(T) e_k = h(\lambda_k) e_k. 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 \psix) = f(x) \psi(x) acting on ''L''2 of some measure space. The domain of ''T'' consists of those functions whose above expression is in ''L''2. In such a case, one can define analogously (T) \psix) = \circ fx) \psi(x). 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 ''H'' is a mapping defined on the space of bounded complex-valued Borel functions ''f'' on the real line, \begin \pi_T: L^\infty(\mathbb,\mathbb) \to \mathcal(\mathcal)\\ f \mapsto f(T) \end such that the following conditions hold * is an
involution Involution may refer to: * Involute, a construction in the differential geometry of curves * '' Agricultural Involution: The Processes of Ecological Change in Indonesia'', a 1963 study of intensification of production through increased labour inpu ...
-preserving and unit-preserving homomorphism from the ring of complex-valued bounded measurable functions on R. * If ξ is an element of ''H'', then \nu_\xi:E \mapsto \langle \pi_T(\mathbf_E) \xi, \xi \rangle is a
countably additive measure In mathematics, the concept of a measure is a generalization and formalization of geometrical measures ( length, area, volume) and other common notions, such as mass and probability of events. These seemingly distinct concepts have many s ...
on the Borel sets ''E'' of R. In the above formula 1''E'' denotes the indicator function of ''E''. These measures νξ are called the spectral measures of ''T''. * If denotes the mapping ''z'' → ''z'' on C, then: \pi_T \left ( eta +i \right ) = + i. 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 In mathematics, Stone's theorem on one-parameter unitary groups is a basic theorem of functional analysis that establishes a one-to-one correspondence between self-adjoint operators on a Hilbert space \mathcal and one-parameter families :(U_)_ o ...
: 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 chemistr ...
, the
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 ...
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 phy ...
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 ...
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. The crucial fact here is that, for a bounded self adjoint operator ''T'' and a polynomial ''p'', \, p(T) \, = \sup_ , p(\lambda), . Consequently, the mapping p \mapsto p(T) 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 measures, and this is the Borel functional calculus. Alternatively, the continuous calculus can be obtained via the Gelfand transform, 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 opera ...
. 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 c ...
, 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 algebra ...
.


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 of ''E'', then 1''E''(''T'') is a self-adjoint projection on ''H''. Then mapping \Omega: E \mapsto \mathbf_E(T) 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 are ...
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 I = \int 1\,d\Omega. 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), I = \int 1\,d\Omega can be written as I = \sum_ \left , i \right \rangle \left \langle i \right , in the Dirac notation, where each , i\rangle 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 I = \int\!\! di~ , i\rangle \langle i, 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