Jacobi polynomials
In mathematics, Jacobi polynomials
are a class of classical orthogonal polynomials. They are orthogonal with respect to the weight
on the interval. The Gegenbauer polynomials, and thus also the Legendre, Zernike and Chebyshev polynomials, are special cases of the Jacobi polynomials.
The Jacobi polynomials were introduced by Carl Gustav Jacob Jacobi.
Definitions
Via the hypergeometric function
The Jacobi polynomials are defined via the hypergeometric function as follows:where is Pochhammer's symbol. In this case, the series for the hypergeometric function is finite, therefore one obtains the following equivalent expression:
Rodrigues' formula
An equivalent definition is given by Rodrigues' formula:If, then it reduces to the Legendre polynomials:
Differential equation
The Jacobi polynomials is, up to scaling, the unique polynomial solution of the Sturm–Liouville problemwhere. The other solution involves the logarithm function. Bochner's theorem states that the Jacobi polynomials are uniquely characterized as polynomial solutions to Sturm–Liouville problems with polynomial coefficients.
Alternate expression for real argument
For real the Jacobi polynomial can alternatively be written asand for integer
where is the gamma function.
In the special case that the four quantities,,,
are nonnegative integers, the Jacobi polynomial can be written as
The sum extends over all integer values of for which the arguments of the factorials are nonnegative.
Special cases
Thus, the leading coefficient is.Basic properties
Orthogonality
The Jacobi polynomials satisfy the orthogonality conditionAs defined, they do not have unit norm with respect to the weight. This can be corrected by dividing by the square root of the right hand side of the equation above, when.
Although it does not yield an orthonormal basis, an alternative normalization is sometimes preferred due to its simplicity:
Symmetry relation
The polynomials have the symmetry relationthus the other terminal value is
Derivatives
The th derivative of the explicit expression leads toRecurrence relations
The 3-term recurrence relation for the Jacobi polynomials of fixed, is:for.
Writing for brevity, and, this becomes in terms of
Since the Jacobi polynomials can be described in terms of the hypergeometric function, recurrences of the hypergeometric function give equivalent recurrences of the Jacobi polynomials. In particular, Gauss' contiguous relations correspond to the identities
Generating function
The generating function of the Jacobi polynomials is given bywhere
and the branch of square root is chosen so that.
Other polynomials
The Jacobi polynomials reduce to other classical polynomials.Ultraspherical:Legendre:Chebyshev:Laguerre:Hermite:
Stochastic process
The Jacobi polynomials appear as the eigenfunctions of the Markov process on defined up to the time it hits the boundary. For, we haveThus this process is named the Jacobi process.Heat kernel
LetThen, for any,Thus, is called the Jacobi heat kernel.
Other properties
The discriminant isBailey’s formula:where, and is Appel's hypergeometric function of two variables. This is an analog of the Mehler kernel for Hermite polynomials, and the Hardy–Hille formula for Laguerre polynomials.Laplace-type integral representation:
Zeroes
If, then has real roots. Thus in this section we assume by default. This section is based on.Define:
- are the positive zero of the Bessel function of the first kind, ordered such that.
- are the zeroes of, ordered such that.
Inequalities
is strictly monotonically increasing with and strictly monotonically decreasing with.If, and, then is strictly monotonically increasing with.
When,
- for
- except when
- for, except when
- for
Asymptotics
Fix. Fix.uniformly for.
Electrostatics
The zeroes satisfy the Stieltjes relations:The first relation can be interpreted physically. Fix an electric particle at +1 with charge, and another particle at -1 with charge. Then, place electric particles with charge. The first relation states that the zeroes of are the equilibrium positions of the particles. This equilibrium is stable and unique.
Other relations, such as, are known in closed form.
As the zeroes specify the polynomial up to scaling, this provides an alternative way to uniquely characterize the Jacobi polynomials.
The electrostatic interpretation allows many relations to be intuitively seen. For example:
- the symmetry relation between and ;
- the roots monotonically decrease when increases;
Asymptotics
Darboux formula
For in the interior of, the asymptotics of for large is given by the Darboux formulawhere
and the "" term is uniform on the interval for every.
For higher orders, define:
- is the Euler beta function
- is the falling factorial.
The case is the above Darboux formula.
Hilb's type formula
Define:- is the Bessel function
For any fixed arbitrary constant, the error term satisfies
Mehler–Heine formula
The asymptotics of the Jacobi polynomials near the points is given by the Mehler–Heine formulawhere the limits are uniform for in a bounded domain.
The asymptotics outside is less explicit.
Applications
Wigner d-matrix
The expression allows the expression of the Wigner d-matrixin terms of Jacobi polynomials:
where.