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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 defi ...
, a branch of
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, it is sometimes possible to generalize the notion of the
determinant In mathematics, the determinant is a scalar value that is a function of the entries of a square matrix. It characterizes some properties of the matrix and the linear map represented by the matrix. In particular, the determinant is nonzero if a ...
of a
square matrix In mathematics, a square matrix is a matrix with the same number of rows and columns. An ''n''-by-''n'' matrix is known as a square matrix of order Any two square matrices of the same order can be added and multiplied. Square matrices are often ...
of finite order (representing a
linear transformation In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that pre ...
from 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 can ...
to itself) to the infinite-dimensional case of a
linear operator In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a Map (mathematics), mapping V \to W between two vect ...
''S'' mapping a
function space In mathematics, a function space is a set of functions between two fixed sets. Often, the domain and/or codomain will have additional structure which is inherited by the function space. For example, the set of functions from any set into a vect ...
''V'' to itself. The corresponding quantity det(''S'') is called the functional determinant of ''S''. There are several formulas for the functional determinant. They are all based on the fact that the determinant of a finite
matrix Matrix most commonly refers to: * ''The Matrix'' (franchise), an American media franchise ** '' The Matrix'', a 1999 science-fiction action film ** "The Matrix", a fictional setting, a virtual reality environment, within ''The Matrix'' (franchi ...
is equal to the product of the
eigenvalue 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 the matrix. A mathematically rigorous definition is via the zeta function of the operator, : \zeta_S(a) = \operatorname\, S^ \,, where tr stands for the functional trace: the determinant is then defined by : \det S = e^ \,, where the zeta function in the point ''s'' = 0 is defined by
analytic continuation In complex analysis, a branch of mathematics, analytic continuation is a technique to extend the domain of definition of a given analytic function. Analytic continuation often succeeds in defining further values of a function, for example in a ...
. Another possible generalization, often used by physicists when using the
Feynman path integral The path integral formulation is a description in quantum mechanics that generalizes the action principle of classical mechanics. It replaces the classical notion of a single, unique classical trajectory for a system with a sum, or functional ...
formalism in
quantum field theory In theoretical physics, quantum field theory (QFT) is a theoretical framework that combines classical field theory, special relativity, and quantum mechanics. QFT is used in particle physics to construct physical models of subatomic particles and ...
(QFT), uses a
functional integration Functional integration is a collection of results in mathematics and physics where the domain of an integral is no longer a region of space, but a space of functions. Functional integrals arise in probability, in the study of partial differentia ...
: : \det S \propto \left( \int_V \mathcal D \phi \; e^ \right)^ \,. This path integral is only well defined up to some divergent multiplicative constant. To give it a rigorous meaning it must be divided by another functional determinant, thus effectively cancelling the problematic 'constants'. These are now, ostensibly, two different definitions for the functional determinant, one coming from quantum field theory and one coming from
spectral theory In mathematics, spectral theory is an inclusive term for theories extending the eigenvector and eigenvalue theory of a single square matrix to a much broader theory of the structure of operators in a variety of mathematical spaces. It is a result ...
. Each involves some kind of
regularization Regularization may refer to: * Regularization (linguistics) * Regularization (mathematics) * Regularization (physics) * Regularization (solid modeling) * Regularization Law, an Israeli law intended to retroactively legalize settlements See also ...
: in the definition popular in physics, two determinants can only be compared with one another; in mathematics, the zeta function was used. have shown that the results obtained by comparing two functional determinants in the QFT formalism agree with the results obtained by the zeta functional determinant.


Defining formulae


Path integral version

For a positive
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 ...
''S'' on a finite-dimensional
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, that is, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are Euclidea ...
''V'', the formula :\frac = \int_V e^\, dx holds. The problem is to find a way to make sense of the determinant of an operator ''S'' on an infinite dimensional function space. One approach, favored in quantum field theory, in which the function space consists of continuous paths on a closed interval, is to formally attempt to calculate the integral :\int_V e^\, \mathcal D\phi where ''V'' is the function space and \langle \cdot,\cdot\rangle the L2 inner product, and \mathcal D\phi the
Wiener measure In mathematics, the Wiener process is a real-valued continuous-time stochastic process named in honor of American mathematician Norbert Wiener for his investigations on the mathematical properties of the one-dimensional Brownian motion. It is o ...
. The basic assumption on ''S'' is that it should be self-adjoint, and have discrete
spectrum A spectrum (plural ''spectra'' or ''spectrums'') is a condition that is not limited to a specific set of values but can vary, without gaps, across a continuum. The word was first used scientifically in optics to describe the rainbow of colors ...
λ1, λ2, λ3, … with a corresponding set of
eigenfunctions In mathematics, an eigenfunction of a linear operator ''D'' defined on some function space is any non-zero function f in that space that, when acted upon by ''D'', is only multiplied by some scaling factor called an eigenvalue. As an equation, th ...
''f''1, ''f''2, ''f''3, … which are complete in L2 (as would, for example, be the case for the second derivative operator on a compact interval Ω). This roughly means all functions φ can be written as linear combinations of the functions ''f''''i'': : , \phi\rangle = \sum_i c_i , f_i\rangle \quad \text c_i = \langle f_i , \phi \rangle. Hence the inner product in the exponential can be written as : \langle\phi, S, \phi\rangle = \sum_ c_i^*c_j \langle f_i, S, f_j\rangle = \sum_c_i^*c_j \delta_\lambda_i = \sum_i , c_i, ^2 \lambda_i. In the basis of the functions ''f''''i'', the functional integration reduces to an integration over all basis functions. Formally, assuming our intuition from the finite dimensional case carries over into the infinite dimensional setting, the measure should then be equal to : \mathcal D \phi = \prod_i \frac. This makes the functional integral a product of
Gaussian integral The Gaussian integral, also known as the Euler–Poisson integral, is the integral of the Gaussian function f(x) = e^ over the entire real line. Named after the German mathematician Carl Friedrich Gauss, the integral is \int_^\infty e^\,dx = \s ...
s: : \int_V \mathcal D \phi \; e^ = \prod_i \int_^ \frac e^. The integrals can then be evaluated, giving : \int_V \mathcal D \phi \; e^ = \prod_i \frac1 = \frac N where ''N'' is an infinite constant that needs to be dealt with by some regularization procedure. The product of all eigenvalues is equal to the determinant for finite-dimensional spaces, and we formally define this to be the case in our infinite-dimensional case also. This results in the formula : \int_V \mathcal D \phi \; e^ \propto \frac. If all quantities converge in an appropriate sense, then the functional determinant can be described as a classical limit (Watson and Whittaker). Otherwise, it is necessary to perform some kind of
regularization Regularization may refer to: * Regularization (linguistics) * Regularization (mathematics) * Regularization (physics) * Regularization (solid modeling) * Regularization Law, an Israeli law intended to retroactively legalize settlements See also ...
. The most popular of which for computing functional determinants is the
zeta function regularization Zeta (, ; uppercase Ζ, lowercase ζ; grc, ζῆτα, el, ζήτα, label= Demotic Greek, classical or ''zē̂ta''; ''zíta'') is the sixth letter of the Greek alphabet. In the system of Greek numerals, it has a value of 7. It was derived ...
. For instance, this allows for the computation of the determinant of the Laplace and Dirac operators on a
Riemannian manifold In differential geometry, a Riemannian manifold or Riemannian space , so called after the German mathematician Bernhard Riemann, is a real, smooth manifold ''M'' equipped with a positive-definite inner product ''g'p'' on the tangent space ...
, using the
Minakshisundaram–Pleijel zeta function The Minakshisundaram–Pleijel zeta function is a zeta function encoding the eigenvalues of the Laplacian of a compact Riemannian manifold. It was introduced by . The case of a compact region of the plane was treated earlier by . Definition For ...
. Otherwise, it is also possible to consider the quotient of two determinants, making the divergent constants cancel.


Zeta function version

Let ''S'' be an elliptic
differential operator In mathematics, a differential operator is an operator defined as a function of the differentiation operator. It is helpful, as a matter of notation first, to consider differentiation as an abstract operation that accepts a function and retur ...
with smooth coefficients which is positive on functions of
compact support In mathematics, the support of a real-valued function f is the subset of the function domain containing the elements which are not mapped to zero. If the domain of f is a topological space, then the support of f is instead defined as the smalle ...
. That is, there exists a constant ''c'' > 0 such that :\langle\phi,S\phi\rangle \ge c\langle\phi,\phi\rangle for all compactly supported smooth functions φ. Then ''S'' has a self-adjoint extension to an operator on ''L''2 with lower bound ''c''. The eigenvalues of ''S'' can be arranged in a sequence :0<\lambda_1\le\lambda_2\le\cdots,\qquad\lambda_n\to\infty. Then the zeta function of ''S'' is defined by the series: :\zeta_S(s) = \sum_^\infty \frac. It is known that ζ''S'' has a meromorphic extension to the entire plane. Moreover, although one can define the zeta function in more general situations, the zeta function of an elliptic differential operator (or pseudodifferential operator) is regular at Formally, differentiating this series term-by-term gives :\zeta_S'(s) = \sum_^\infty \frac, and so if the functional determinant is well-defined, then it should be given by :\det S = \exp\left(-\zeta_S'(0)\right). Since the analytic continuation of the zeta function is regular at zero, this can be rigorously adopted as a definition of the determinant. This kind of Zeta-regularized functional determinant also appears when evaluating sums of the form . Integration over ''a'' gives \sum_^\ln(n+a) which can just be considered as the logarithm of the determinant for a
Harmonic oscillator In classical mechanics, a harmonic oscillator is a system that, when displaced from its equilibrium position, experiences a restoring force ''F'' proportional to the displacement ''x'': \vec F = -k \vec x, where ''k'' is a positive const ...
. This last value is just equal to -\partial _s \zeta_H(0,a) , where \zeta_H(s,a) is the
Hurwitz zeta function In mathematics, the Hurwitz zeta function is one of the many zeta functions. It is formally defined for complex variables with and by :\zeta(s,a) = \sum_^\infty \frac. This series is absolutely convergent for the given values of and and c ...
.


Practical example


The infinite potential well

We will compute the determinant of the following operator describing the motion of a
quantum mechanical 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, qua ...
particle in an
infinite potential well In quantum mechanics, the particle in a box model (also known as the infinite potential well or the infinite square well) describes a particle free to move in a small space surrounded by impenetrable barriers. The model is mainly used as a hyp ...
: : \det \left(-\frac + A\right) \qquad (x\in ,L, where ''A'' is the depth of the potential and ''L'' is the length of the well. We will compute this determinant by diagonalizing the operator and multiplying the
eigenvalue 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. So as not to have to bother with the uninteresting divergent constant, we will compute the quotient between the determinants of the operator with depth ''A'' and the operator with depth ''A'' = 0. The eigenvalues of this potential are equal to : \lambda_n = \frac + A \qquad (n \in \mathbb N \setminus \). This means that : \frac = \prod_^ \frac = \prod_^ \left(1 + \frac\right). Now we can use
Euler Leonhard Euler ( , ; 15 April 170718 September 1783) was a Swiss mathematician, physicist, astronomer, geographer, logician and engineer who founded the studies of graph theory and topology and made pioneering and influential discoveries in ...
's infinite product representation for the
sine function In mathematics, sine and cosine are trigonometric functions of an angle. The sine and cosine of an acute angle are defined in the context of a right triangle: for the specified angle, its sine is the ratio of the length of the side that is opp ...
: : \sin z = z \prod_^ \left(1 - \frac\right) from which a similar formula for the hyperbolic sine function can be derived: : \sinh z = - i\sin iz = z \prod_^ \left(1 + \frac\right). Applying this, we find that : \frac = \prod_^ \left(1 + \frac\right) = \frac.


Another way for computing the functional determinant

For one-dimensional potentials, a short-cut yielding the functional determinant exists.S. Coleman, ''The uses of instantons'', Int. School of Subnuclear Physics, (Erice, 1977) It is based on consideration of the following expression: : \frac where ''m'' is a
complex Complex commonly refers to: * Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe ** Complex system, a system composed of many components which may interact with each ...
constant. This expression is a
meromorphic function In the mathematical field of complex analysis, a meromorphic function on an open subset ''D'' of the complex plane is a function that is holomorphic on all of ''D'' ''except'' for a set of isolated points, which are poles of the function. The ...
of ''m'', having zeros when ''m'' equals an eigenvalue of the operator with potential ''V''1(''x'') and a pole when ''m'' is an eigenvalue of the operator with potential ''V''2(''x''). We now consider the functions ''ψ'' and ''ψ'' with : \left(-\frac + V_i(x) - m\right) \psi_i^m(x) = 0 obeying the boundary conditions : \psi_i^m(0) = 0, \quad\qquad \frac(0) = 1. If we construct the function : \Delta(m) = \frac, which is also a meromorphic function of ''m'', we see that it has exactly the same poles and zeroes as the quotient of determinants we are trying to compute: if ''m'' is an eigenvalue of the operator number one, then will be an eigenfunction thereof, meaning ; and analogously for the denominator. By Liouville's theorem, two meromorphic functions with the same zeros and poles must be proportional to one another. In our case, the proportionality constant turns out to be one, and we get : \frac = \frac for all values of ''m''. For ''m'' = 0 we get : \frac = \frac.


The infinite potential well revisited

The problem in the previous section can be solved more easily with this formalism. The functions ''ψ''(''x'') obey : \begin & \left(-\frac + A\right) \psi_1^0 = 0,\qquad \psi_1^0(0) = 0 \quad,\qquad \frac(0) = 1, \\ & -\frac\psi_2^0 = 0,\qquad \psi_2^0(0) = 0,\qquad \frac(0) = 1, \end yielding the following solutions: : \begin & \psi_1^0(x) = \frac1 \sinh x\sqrt A, \\ & \psi_2^0(x) = x. \end This gives the final expression : \frac = \frac.


See also

*
Fredholm determinant In mathematics, the Fredholm determinant is a complex-valued function which generalizes the determinant of a finite dimensional linear operator. It is defined for bounded operators on a Hilbert space which differ from the identity operator by a tra ...
* Fujikawa method *
Faddeev–Popov ghost In physics, Faddeev–Popov ghosts (also called Faddeev–Popov gauge ghosts or Faddeev–Popov ghost fields) are extraneous fields which are introduced into gauge quantum field theories to maintain the consistency of the path integral formu ...


Notes


References

* * * * * * * *{{Citation , last1=Shubin , first1=M. A. , title=Pseudodifferential operators and spectral theory , publisher=
Springer-Verlag Springer Science+Business Media, commonly known as Springer, is a German multinational publishing company of books, e-books and peer-reviewed journals in science, humanities, technical and medical (STM) publishing. Originally founded in 1842 ...
, location=Berlin, New York , series=Springer Series in Soviet Mathematics , isbn=978-3-540-13621-7 , mr=883081 , year=1987 Determinants Functional analysis