Functional integral
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Functional integration is a collection of results in mathematics and
physics Physics is the natural science that studies matter, its fundamental constituents, its motion and behavior through space and time, and the related entities of energy and force. "Physical science is that department of knowledge which r ...
where the domain of an
integral In mathematics, an integral assigns numbers to functions in a way that describes displacement, area, volume, and other concepts that arise by combining infinitesimal data. The process of finding integrals is called integration. Along wit ...
is no longer a region of space, but a
space of functions 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 ve ...
. Functional integrals arise in
probability Probability is the branch of mathematics concerning numerical descriptions of how likely an event is to occur, or how likely it is that a proposition is true. The probability of an event is a number between 0 and 1, where, roughly speakin ...
, in the study of
partial differential equations In mathematics, a partial differential equation (PDE) is an equation which imposes relations between the various partial derivatives of a multivariable function. The function is often thought of as an "unknown" to be solved for, similarly to ...
, and in the path integral approach to the
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 ...
of particles and fields. In an ordinary integral (in the sense of
Lebesgue integration In mathematics, the integral of a non-negative function of a single variable can be regarded, in the simplest case, as the area between the graph of that function and the -axis. The Lebesgue integral, named after French mathematician Henri Leb ...
) there is a function to be integrated (the integrand) and a region of space over which to integrate the function (the domain of integration). The process of integration consists of adding up the values of the integrand for each point of the domain of integration. Making this procedure rigorous requires a limiting procedure, where the domain of integration is divided into smaller and smaller regions. For each small region, the value of the integrand cannot vary much, so it may be replaced by a single value. In a functional integral the domain of integration is a space of functions. For each function, the integrand returns a value to add up. Making this procedure rigorous poses challenges that continue to be topics of current research. Functional integration was developed by
Percy John Daniell Percy John Daniell (9 January 1889 – 25 May 1946) was a pure and applied mathematician. Early life and education Daniell was born in Valparaiso, Chile. His family returned to England in 1895. Daniell attended King Edward's School, Birmingh ...
in an article of 1919 and Norbert Wiener in a series of studies culminating in his articles of 1921 on
Brownian motion Brownian motion, or pedesis (from grc, πήδησις "leaping"), is the random motion of particles suspended in a medium (a liquid or a gas). This pattern of motion typically consists of random fluctuations in a particle's position insi ...
. They developed a rigorous method (now known as 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 ...
) for assigning a probability to a particle's random path.
Richard Feynman Richard Phillips Feynman (; May 11, 1918 – February 15, 1988) was an American theoretical physicist, known for his work in the path integral formulation of quantum mechanics, the theory of quantum electrodynamics, the physics of the superfl ...
developed another functional integral, the path integral, useful for computing the quantum properties of systems. In Feynman's path integral, the classical notion of a unique trajectory for a particle is replaced by an infinite sum of classical paths, each weighted differently according to its classical properties. Functional integration is central to quantization techniques in theoretical physics. The algebraic properties of functional integrals are used to develop series used to calculate properties in
quantum electrodynamics In particle physics, quantum electrodynamics (QED) is the relativistic quantum field theory of electrodynamics. In essence, it describes how light and matter interact and is the first theory where full agreement between quantum mechanics and spec ...
and the standard model of particle physics.


Functional integration

Whereas standard
Riemann integration In the branch of mathematics known as real analysis, the Riemann integral, created by Bernhard Riemann, was the first rigorous definition of the integral of a function on an interval. It was presented to the faculty at the University of Gö ...
sums a function ''f''(''x'') over a continuous range of values of ''x'', functional integration sums a functional ''G'' 'f'' which can be thought of as a "function of a function" over a continuous range (or space) of functions ''f''. Most functional integrals cannot be evaluated exactly but must be evaluated using
perturbation methods In mathematics and applied mathematics, perturbation theory comprises methods for finding an approximate solution to a problem, by starting from the exact solution of a related, simpler problem. A critical feature of the technique is a middle ...
. The formal definition of a functional integral is \int G f\equiv \int_^\infty \cdots \int_^\infty G \prod_x df(x). However, in most cases the functions ''f''(''x'') can be written in terms of an infinite series of
orthogonal functions In mathematics, orthogonal functions belong to a function space that is a vector space equipped with a bilinear form. When the function space has an interval as the domain, the bilinear form may be the integral of the product of functions over the ...
such as f(x) = f_n H_n(x), and then the definition becomes \int G f\equiv \int_^\infty \cdots \int_^\infty G(f_1, f_2, \ldots) \prod_n df_n, which is slightly more understandable. The integral is shown to be a functional integral with a capital ''D''. Sometimes it is written in square brackets: 'Df''or ''D'' 'f'' to indicate that ''f'' is a function.


Examples

Most functional integrals are actually infinite, but then the limit of the
quotient In arithmetic, a quotient (from lat, quotiens 'how many times', pronounced ) is a quantity produced by the division of two numbers. The quotient has widespread use throughout mathematics, and is commonly referred to as the integer part of a ...
of two related functional integrals can still be finite. The functional integrals that can be evaluated exactly usually start with the following
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 ...
: : \frac = e^. By functionally differentiating this with respect to ''J''(''x'') and then setting to 0 this becomes an exponential multiplied by a polynomial in ''f''. For example, setting K(x, y) = \Box\delta(x - y), we find: : \frac = K^(a, b) = \frac, where ''a'', ''b'' and ''x'' are 4-dimensional vectors. This comes from the formula for the propagation of a photon in quantum electrodynamics. Another useful integral is the functional
delta function In mathematics, the Dirac delta distribution ( distribution), also known as the unit impulse, is a generalized function or distribution over the real numbers, whose value is zero everywhere except at zero, and whose integral over the entire ...
: : \int e^ f= \delta = \prod_x\delta\big(g(x)\big), which is useful to specify constraints. Functional integrals can also be done over Grassmann-valued functions \psi(x), where \psi(x) \psi(y) = -\psi(y) \psi(x), which is useful in quantum electrodynamics for calculations involving
fermions In particle physics, a fermion is a particle that follows Fermi–Dirac statistics. Generally, it has a half-odd-integer spin: spin , spin , etc. In addition, these particles obey the Pauli exclusion principle. Fermions include all quarks and ...
.


Approaches to path integrals

Functional integrals where the space of integration consists of paths (''ν'' = 1) can be defined in many different ways. The definitions fall in two different classes: the constructions derived from Wiener's theory yield an integral based on a measure, whereas the constructions following Feynman's path integral do not. Even within these two broad divisions, the integrals are not identical, that is, they are defined differently for different classes of functions.


The Wiener integral

In the
Wiener integral 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 ...
, a probability is assigned to a class of
Brownian motion Brownian motion, or pedesis (from grc, πήδησις "leaping"), is the random motion of particles suspended in a medium (a liquid or a gas). This pattern of motion typically consists of random fluctuations in a particle's position insi ...
paths. The class consists of the paths ''w'' that are known to go through a small region of space at a given time. The passage through different regions of space is assumed independent of each other, and the distance between any two points of the Brownian path is assumed to be Gaussian-distributed with a
variance In probability theory and statistics, variance is the expectation of the squared deviation of a random variable from its population mean or sample mean. Variance is a measure of dispersion, meaning it is a measure of how far a set of numbe ...
that depends on the time ''t'' and on a diffusion constant ''D'': :\Pr\big(w(s + t), t \mid w(s), s\big) = \frac \exp\left(-\frac\right). The probability for the class of paths can be found by multiplying the probabilities of starting in one region and then being at the next. The Wiener measure can be developed by considering the limit of many small regions. * Itō and Stratonovich calculus


The Feynman integral

* Trotter formula, or
Lie product formula In mathematics, the Lie product formula, named for Sophus Lie (1875), but also widely called the Trotter product formula, named after Hale Trotter, states that for arbitrary ''m'' × ''m'' real or complex matrices ''A'' and ''B'', :e^ = \li ...
. * The Kac idea of Wick rotations. * Using x-dot-dot-squared or i S + x-dot-squared. * The Cartier DeWitt–Morette relies on integrators rather than measures


The Lévy integral

*
Fractional quantum mechanics A fraction is one or more equal parts of something. Fraction may also refer to: * Fraction (chemistry), a quantity of a substance collected by fractionation * Fraction (floating point number), an (ambiguous) term sometimes used to specify a part ...
* Fractional Schrödinger equation *
Lévy process In probability theory, a Lévy process, named after the French mathematician Paul Lévy, is a stochastic process with independent, stationary increments: it represents the motion of a point whose successive displacements are random, in which disp ...
* Fractional statistical mechanics


See also

* Feynman path integral *
Partition function (quantum field theory) In quantum field theory, partition functions are generating functionals for correlation functions, making them key objects of study in the path integral formalism. They are the imaginary time versions of statistical mechanics partition functio ...
* Saddle point approximation *


References


Further reading


Jean Zinn-Justin (2009), ''Scholarpedia'' 4(2):8674
* Kleinert, Hagen, ''Path Integrals in Quantum Mechanics, Statistics, Polymer Physics, and Financial Markets'', 4th edition, World Scientific (Singapore, 2004); Paperback '' (also available online
PDF-files
'' * *{{ cite journal, author-link=Nick Laskin, arxiv=quant-ph/0206098 , doi=10.1103/PhysRevE.66.056108, title=Fractional Schrödinger equation, year=2002, last1=Laskin, first1=Nick, journal=Physical Review E, volume=66, issue=5, bibcode = 2002PhRvE..66e6108L, pmid=12513557, page=056108 , s2cid=7520956 * O. G. Smolyanov, E. T. Shavgulidze. ''Continual integrals''. Moscow, Moscow State University Press, 1990. (in Russian). http://lib.mexmat.ru/books/5132 * Victor Popov, Functional Integrals in Quantum Field Theory and Statistical Physics, Springer 1983 * Sergio Albeverio, Sonia Mazzucchi, A unified approach to infinite-dimensional integration, Reviews in Mathematical Physics, 28, 1650005 (2016) Integral calculus Functional analysis Mathematical physics Quantum mechanics Quantum field theory