Chebyshev polynomials

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Plot of the first five Tn Chebyshev polynomials (first kind)
Plot of the first five Un Chebyshev polynomials (second kind)

The Chebyshev polynomials are two sequences of orthogonal polynomials related to the cosine and sine functions, notated as and . They can be defined in several equivalent ways, one of which starts with trigonometric functions:

The Chebyshev polynomials of the first kind are defined by

Similarly, the Chebyshev polynomials of the second kind are defined by

That these expressions define polynomials in is not obvious at first sight but can be shown using de Moivre's formula (see below).

The Chebyshev polynomials Tn are polynomials with the largest possible leading coefficient whose absolute value on the interval [−1, 1] is bounded by 1. They are also the "extremal" polynomials for many other properties.[1]

In 1952, Cornelius Lanczos showed that the Chebyshev polynomials are important in approximation theory for the solution of linear systems;[2] the roots of Tn(x), which are also called Chebyshev nodes, are used as matching points for optimizing polynomial interpolation. The resulting interpolation polynomial minimizes the problem of Runge's phenomenon and provides an approximation that is close to the best polynomial approximation to a continuous function under the maximum norm, also called the "minimax" criterion. This approximation leads directly to the method of Clenshaw–Curtis quadrature.

These polynomials were named after Pafnuty Chebyshev.[3] The letter T is used because of the alternative transliterations of the name Chebyshev as Tchebycheff, Tchebyshev (French) or Tschebyschow (German).

Definitions

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Recurrence definition

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The Chebyshev polynomials of the first kind can be defined by the recurrence relation

The Chebyshev polynomials of the second kind can be defined by the recurrence relation

which differs from the above only by the rule for n=1.

Trigonometric definition

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The Chebyshev polynomials of the first and second kind can be defined as the unique polynomials satisfying

and

for n = 0, 1, 2, 3, ….

An equivalent way to state this is via exponentiation of a complex number: given a complex number z = a + bi with absolute value of one,

Chebyshev polynomials can be defined in this form when studying trigonometric polynomials.[4]

That is an th-degree polynomial in can be seen by observing that is the real part of one side of de Moivre's formula:

The real part of the other side is a polynomial in and , in which all powers of are even and thus replaceable through the identity . By the same reasoning, is the imaginary part of the polynomial, in which all powers of are odd and thus, if one factor of is factored out, the remaining factors can be replaced to create a st-degree polynomial in .

For outside the interval [-1,1], the above definition implies

Commuting polynomials definition

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Chebyshev polynomials can also be characterized by the following theorem:[5]

If is a family of monic polynomials with coefficients in a field of characteristic such that and for all and , then, up to a simple change of variables, either for all or for all .

Pell equation definition

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The Chebyshev polynomials can also be defined as the solutions to the Pell equation:

in a ring .[6] Thus, they can be generated by the standard technique for Pell equations of taking powers of a fundamental solution:

Generating functions

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The ordinary generating function for is

There are several other generating functions for the Chebyshev polynomials; the exponential generating function is

The generating function relevant for 2-dimensional potential theory and multipole expansion is

The ordinary generating function for Un is

and the exponential generating function is

Relations between the two kinds of Chebyshev polynomials

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The Chebyshev polynomials of the first and second kinds correspond to a complementary pair of Lucas sequences and with parameters and :

It follows that they also satisfy a pair of mutual recurrence equations:[7]

The second of these may be rearranged using the recurrence definition for the Chebyshev polynomials of the second kind to give:

Using this formula iteratively gives the sum formula:

while replacing and using the derivative formula for gives the recurrence relationship for the derivative of :

This relationship is used in the Chebyshev spectral method of solving differential equations.

Turán's inequalities for the Chebyshev polynomials are:[8]

The integral relations are[9][10]

where integrals are considered as principal value.

Explicit expressions

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Using the complex number exponentiation definition of the Chebyshev polynomial, one can derive the following expressions, valid for any real :[citation needed]

The two are equivalent because .

An explicit form of the Chebyshev polynomial in terms of monomials follows from de Moivre's formula:

where denotes the real part of a complex number. Expanding the formula, one gets

The real part of the expression is obtained from summands corresponding to even indices. Noting and , one gets the explicit formula:

which in turn means that

This can be written as a 2F1 hypergeometric function:

with inverse[11][12]

where the prime at the summation symbol indicates that the contribution of needs to be halved if it appears.

A related expression for as a sum of monomials with binomial coefficients and powers of two is

Similarly, can be expressed in terms of hypergeometric functions:

Properties

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Symmetry

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That is, Chebyshev polynomials of even order have even symmetry and therefore contain only even powers of . Chebyshev polynomials of odd order have odd symmetry and therefore contain only odd powers of .

Roots and extrema

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A Chebyshev polynomial of either kind with degree n has n different simple roots, called Chebyshev roots, in the interval [−1, 1]. The roots of the Chebyshev polynomial of the first kind are sometimes called Chebyshev nodes because they are used as nodes in polynomial interpolation. Using the trigonometric definition and the fact that:

one can show that the roots of are:

Similarly, the roots of are:

The extrema of on the interval are located at:

One unique property of the Chebyshev polynomials of the first kind is that on the interval all of the extrema have values that are either −1 or 1. Thus these polynomials have only two finite critical values, the defining property of Shabat polynomials. Both the first and second kinds of Chebyshev polynomial have extrema at the endpoints, given by:

The extrema of on the interval where are located at values of . They are , or where , , and , i.e., and are relatively prime numbers.

Specifically (Minimal polynomial of 2cos(2pi/n)[13][14]) when is even:

  • if , or and is even. There are such values of .
  • if and is odd. There are such values of .

When is odd:

  • if , or and is even. There are such values of .
  • if , or and is odd. There are such values of .

Differentiation and integration

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The derivatives of the polynomials can be less than straightforward. By differentiating the polynomials in their trigonometric forms, it can be shown that:

The last two formulas can be numerically troublesome due to the division by zero (0/0 indeterminate form, specifically) at and . By L'Hôpital's rule:

More generally,

which is of great use in the numerical solution of eigenvalue problems.

Also, we have:

where the prime at the summation symbols means that the term contributed by k = 0 is to be halved, if it appears.

Concerning integration, the first derivative of the Tn implies that:

and the recurrence relation for the first kind polynomials involving derivatives establishes that for :

The last formula can be further manipulated to express the integral of as a function of Chebyshev polynomials of the first kind only:

Furthermore, we have:

Products of Chebyshev polynomials

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The Chebyshev polynomials of the first kind satisfy the relation:

which is easily proved from the product-to-sum formula for the cosine:

For this results in the already known recurrence formula, just arranged differently, and with it forms the recurrence relation for all even or all odd indexed Chebyshev polynomials (depending on the parity of the lowest m) which implies the evenness or oddness of these polynomials. Three more useful formulas for evaluating Chebyshev polynomials can be concluded from this product expansion:

The polynomials of the second kind satisfy the similar relation:

(with the definition by convention ). They also satisfy:

for . For this recurrence reduces to:

which establishes the evenness or oddness of the even or odd indexed Chebyshev polynomials of the second kind depending on whether starts with 2 or 3.

Composition and divisibility properties

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The trigonometric definitions of and imply the composition or nesting properties:[15]

For the order of composition may be reversed, making the family of polynomial functions a commutative semigroup under composition.

Since is divisible by if is odd, it follows that is divisible by if is odd. Furthermore, is divisible by , and in the case that is even, divisible by .

Orthogonality

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Both and form a sequence of orthogonal polynomials. The polynomials of the first kind are orthogonal with respect to the weight:

on the interval [−1, 1], i.e. we have:

This can be proven by letting and using the defining identity .

Similarly, the polynomials of the second kind Un are orthogonal with respect to the weight:

on the interval [−1, 1], i.e. we have:

(The measure is, to within a normalizing constant, the Wigner semicircle distribution.)

These orthogonality properties follow from the fact that the Chebyshev polynomials solve the Chebyshev differential equations:

which are Sturm–Liouville differential equations. It is a general feature of such differential equations that there is a distinguished orthonormal set of solutions. (Another way to define the Chebyshev polynomials is as the solutions to those equations.)

The also satisfy a discrete orthogonality condition:

where is any integer greater than ,[10] and the are the Chebyshev nodes (see above) of :

For the polynomials of the second kind and any integer with the same Chebyshev nodes , there are similar sums:

and without the weight function:

For any integer , based on the } zeros of :

one can get the sum:

and again without the weight function:

Minimal -norm

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For any given , among the polynomials of degree with leading coefficient 1 (monic polynomials):

is the one of which the maximal absolute value on the interval [−1, 1] is minimal.

This maximal absolute value is:

and reaches this maximum exactly times at:

Proof

Let's assume that is a polynomial of degree with leading coefficient 1 with maximal absolute value on the interval [−1, 1] less than 1 / 2n − 1.

Define

Because at extreme points of Tn we have

From the intermediate value theorem, fn(x) has at least n roots. However, this is impossible, as fn(x) is a polynomial of degree n − 1, so the fundamental theorem of algebra implies it has at most n − 1 roots.

Remark

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By the equioscillation theorem, among all the polynomials of degree ≤ n, the polynomial f minimizes f on [−1, 1] if and only if there are n + 2 points −1 ≤ x0 < x1 < ⋯ < xn + 1 ≤ 1 such that |f(xi)| = ‖f.

Of course, the null polynomial on the interval [−1, 1] can be approximated by itself and minimizes the -norm.

Above, however, |f| reaches its maximum only n + 1 times because we are searching for the best polynomial of degree n ≥ 1 (therefore the theorem evoked previously cannot be used).

Chebyshev polynomials as special cases of more general polynomial families

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The Chebyshev polynomials are a special case of the ultraspherical or Gegenbauer polynomials , which themselves are a special case of the Jacobi polynomials :

Chebyshev polynomials are also a special case of Dickson polynomials:

In particular, when , they are related by and .

Other properties

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The curves given by y = Tn(x), or equivalently, by the parametric equations y = Tn(cos θ) = cos , x = cos θ, are a special case of Lissajous curves with frequency ratio equal to n.

Similar to the formula:

we have the analogous formula:

For x ≠ 0:

and:

which follows from the fact that this holds by definition for x = e.

There are relations between Legendre polynomials and Chebyshev polynomials

These identities can be proven using generating functions and discrete convolution

Chebyshev polynomials as determinants

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From their definition by recurrence it follows that the Chebyshev polynomials can be obtained as determinants of special tridiagonal matrices of size :

and similarly for .

Examples

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First kind

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The first few Chebyshev polynomials of the first kind in the domain −1 < x < 1: The flat T0, T1, T2, T3, T4 and T5.

The first few Chebyshev polynomials of the first kind are OEISA028297

Second kind

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The first few Chebyshev polynomials of the second kind in the domain −1 < x < 1: The flat U0, U1, U2, U3, U4 and U5. Although not visible in the image, Un(1) = n + 1 and Un(−1) = (n + 1)(−1)n.

The first few Chebyshev polynomials of the second kind are OEISA053117