Chebyshev polynomials: Difference between revisions

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(New page: '''Chebyshev polynomials''' of the first kind are a set of orthogonal polynomials defined as the solutions to the Chebyshev differential equation and denoted <math>T_n(x)</math>. They are ...)
 
m (Added orthogonality condition)
 
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:<math>\left. T_6 (x)\right. =32x^6  - 48x^4 + 18x^2 -1</math>
:<math>\left. T_6 (x)\right. =32x^6  - 48x^4 + 18x^2 -1</math>
==Orthogonality==
The Chebyshev polynomials are orthogonal polynomials with respect to the weighting function
<math>(1-x^2)^{-1/2}</math> such that
:<math>\int_{-1}^{1} \frac{T_m (x)T_n (x)  }{ \sqrt{1-x^2}} \mathrm{d} x= \left\{ \begin{array}{lll}
\frac{1}{2}\pi \delta_{(mn)} & ; & m \neq 0, n\neq 0 \\
\pi  & ; & m=n=0 \end{array} \right.</math>


where <math>\delta_{(mn)}</math> is the [[Kronecker delta]].
==Applications in statistical mechanics==
*[[Computational implementation of integral equations]]
==See also==
==See also==
*[http://mathworld.wolfram.com/ChebyshevPolynomialoftheFirstKind.html Chebyshev Polynomial of the First Kind -- from Wolfram MathWorld]]
*[http://mathworld.wolfram.com/ChebyshevPolynomialoftheFirstKind.html Chebyshev Polynomial of the First Kind -- from Wolfram MathWorld]
[[category: mathematics]]
[[category: mathematics]]

Latest revision as of 11:29, 7 July 2008

Chebyshev polynomials of the first kind are a set of orthogonal polynomials defined as the solutions to the Chebyshev differential equation and denoted Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle T_n(x)} . They are used as an approximation to a least squares fit, and are a special case of the ultra-spherical polynomial (Gegenbauer polynomial) with Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \alpha=0} . Chebyshev polynomial of the first kind, Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle T_n (z)} can be defined by the contour integral

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle T_n (z) = \frac{1}{4 \pi i} \oint \frac{(1-t^2)t^{-n-1}}{(1-2tz+t^2)} {\rm d}t}

The first seven Chebyshev polynomials of the first kind are:


Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \left. T_1 (x) \right. =x}


Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \left. T_2 (x) \right. =2x^2 -1}


Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \left. T_3 (x) \right. =4x^3 - 3x}


Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \left. T_4 (x) \right. =8x^4 - 8x^2 +1}


Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \left. T_5 (x) \right. =16x^5 - 20x^3 +5x}


Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \left. T_6 (x)\right. =32x^6 - 48x^4 + 18x^2 -1}

Orthogonality[edit]

The Chebyshev polynomials are orthogonal polynomials with respect to the weighting function Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle (1-x^2)^{-1/2}} such that

Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \int_{-1}^{1} \frac{T_m (x)T_n (x) }{ \sqrt{1-x^2}} \mathrm{d} x= \left\{ \begin{array}{lll} \frac{1}{2}\pi \delta_{(mn)} & ; & m \neq 0, n\neq 0 \\ \pi & ; & m=n=0 \end{array} \right.}

where Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \delta_{(mn)}} is the Kronecker delta.

Applications in statistical mechanics[edit]

See also[edit]