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Encyclopedia > Orthogonal polynomial

In mathematics, two polynomials f and g are orthogonal to each other with respect to a nonnegative "weight function" w precisely if

\int_{-\infty}^\infty f(x)g(x)w(x)\,dx=0.

In other words, if polynomials are treated as vectors and the inner product of two polynomials f(x) and g(x) is defined as

\langle f,g \rangle=\int_{-\infty}^\infty f(x)g(x)\,w(x)\,dx

then the orthogonal polynomials are simply orthogonal vectors in this inner product space.


A polynomial sequence pn(x) for n = 0, 1, 2, ... , where pn(x) has degree n, is said to be a sequence of orthogonal polynomials with respect to a "weight function" w when any two of them are orthogonal with respect to that weight function, i.e.,

\langle p_n, p_m \rangle=\int_{-\infty}^\infty p_n(x) p_m(x)\,w(x)\,dx=0\ \mbox{whenever}\ n\neq m.

For example:

w(x)=1/\sqrt{1-x^2}\ \mbox{for}\ -1<x<1.
  • The Legendre polynomials are orthogonal with respect to the uniform probability distribution on the interval [−1, 1].

See also generalized Fourier series.


  Results from FactBites:
 
Orthogonal polynomials - Wikipedia, the free encyclopedia (2218 words)
In mathematics, an orthogonal polynomial sequence is an infinite sequence of polynomials p
The field of orthogonal polynomials developed in the late 19th century from a study of continued fractions by Stieltjes.
The simplest orthogonal polynomials are the Legendre polynomials, for which the interval of orthogonality is [−1, 1] and the weight function is simply 1:
Orthogonality - Wikipedia, the free encyclopedia (1257 words)
In 4D the orthogonal complement of a line is a hyperplane and vice versa, and that of a plane is a plane.
The Legendre polynomials are orthogonal with respect to the uniform distribution on the interval from −1 to 1.
The Laguerre polynomials are orthogonal with respect to the exponential distribution.
  More results at FactBites »

 

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