Difference between revisions of "Legendre polynomials"
(Importing text file) |
Ulf Rehmann (talk | contribs) m (tex encoded by computer) |
||
Line 1: | Line 1: | ||
+ | <!-- | ||
+ | l0580501.png | ||
+ | $#A+1 = 34 n = 0 | ||
+ | $#C+1 = 34 : ~/encyclopedia/old_files/data/L058/L.0508050 Legendre polynomials, | ||
+ | Automatically converted into TeX, above some diagnostics. | ||
+ | Please remove this comment and the {{TEX|auto}} line below, | ||
+ | if TeX found to be correct. | ||
+ | --> | ||
+ | |||
+ | {{TEX|auto}} | ||
+ | {{TEX|done}} | ||
+ | |||
''spherical polynomials'' | ''spherical polynomials'' | ||
− | Polynomials orthogonal on the interval | + | Polynomials orthogonal on the interval $ [ - 1 , 1 ] $ |
+ | with unit weight $ \phi ( x) = 1 $. | ||
+ | The standardized Legendre polynomials are defined by the [[Rodrigues formula|Rodrigues formula]] | ||
+ | |||
+ | $$ | ||
+ | P _ {n} ( x) = \ | ||
− | + | \frac{1}{n ! 2 ^ {n} } | |
+ | |||
+ | \frac{d ^ {n} }{d x ^ {n} } | ||
+ | |||
+ | ( x ^ {2} - 1 ) ^ {n} ,\ \ | ||
+ | n = 0 , 1 \dots | ||
+ | $$ | ||
and have the representation | and have the representation | ||
− | + | $$ | |
+ | P _ {n} ( x) = \ | ||
+ | |||
+ | \frac{1}{2 ^ {n} } | ||
+ | |||
+ | \sum _ { k= } 0 ^ { [ } n/2] | ||
+ | |||
+ | \frac{( - 1 ) ^ {k} ( 2 n - 2 k ) ! }{k ! ( n - k ) ! ( n - 2 k ) ! } | ||
+ | |||
+ | x ^ {n-} 2k . | ||
+ | $$ | ||
The formulas most commonly used are: | The formulas most commonly used are: | ||
− | + | $$ | |
+ | ( n + 1 ) P _ {n+} 1 ( x) = \ | ||
+ | ( 2 n + 1 ) x P _ {n} ( x) - n P _ {n-} 1 ( x) , | ||
+ | $$ | ||
− | + | $$ | |
+ | P _ {n} ( - x ) = ( - 1 ) ^ {n} P _ {n} ( x) ; \ P _ {n} ( 1) = 1 ,\ P _ {n} ( - 1 ) = ( - 1 ) ^ {n} , | ||
+ | $$ | ||
− | + | $$ | |
+ | ( 1 - x ^ {2} ) P _ {n} ^ { \prime } ( x) = n P _ {n-} 1 ( x) - x n P _ {n} ( x) , | ||
+ | $$ | ||
− | + | $$ | |
+ | P _ {n+} 1 ^ { \prime } ( x) - P _ {n-} 1 ^ { \prime } ( x) = ( 2 n + 1 ) P _ {n} ( x) . | ||
+ | $$ | ||
The Legendre polynomials can be defined as the coefficients in the expansion of the generating function | The Legendre polynomials can be defined as the coefficients in the expansion of the generating function | ||
− | + | $$ | |
+ | |||
+ | \frac{1}{\sqrt {1 - 2 x t + t ^ {2} }} | ||
+ | = \ | ||
+ | \sum _ { n= } 0 ^ \infty | ||
+ | P _ {n} ( x) t ^ {n} , | ||
+ | $$ | ||
− | where the series on the right-hand side converges for | + | where the series on the right-hand side converges for $ x \in [ - 1 , 1 ] $. |
The first few standardized Legendre polynomials have the form | The first few standardized Legendre polynomials have the form | ||
− | + | $$ | |
+ | P _ {0} ( x) = 1 ,\ P _ {1} ( x) = x ,\ \ | ||
+ | P _ {2} ( x) = | ||
+ | \frac{3 x ^ {2} - 1 }{2} | ||
+ | , | ||
+ | $$ | ||
+ | |||
+ | $$ | ||
+ | P _ {3} ( x) = | ||
+ | \frac{5 x ^ {3} - 3 x }{2} | ||
+ | ,\ P _ {4} ( x) = | ||
+ | \frac{35 x ^ {4} - 30 x ^ {2} + 3 }{8} | ||
+ | , | ||
+ | $$ | ||
− | + | $$ | |
+ | P _ {5} ( x) = | ||
+ | \frac{63 x ^ {5} - 70 x ^ {3} + 15 x }{8} | ||
+ | , | ||
+ | $$ | ||
− | + | $$ | |
+ | P _ {6} ( x) = | ||
+ | \frac{231 x ^ {6} - 315 x ^ {4} + 105 x ^ {2} - 5 }{16} | ||
+ | . | ||
+ | $$ | ||
− | + | The Legendre polynomial of order $ n $ | |
+ | satisfies the differential equation (Legendre equation) | ||
− | + | $$ | |
+ | ( 1 - x ^ {2} ) | ||
− | + | \frac{d ^ {2} y }{d x ^ {2} } | |
+ | - | ||
+ | 2 x | ||
+ | \frac{dy}{dx} | ||
+ | + n | ||
+ | ( n + 1 ) y = 0 , | ||
+ | $$ | ||
which occurs in the solution of the [[Laplace equation|Laplace equation]] in spherical coordinates by the method of separation of variables. The orthogonal Legendre polynomials have the form | which occurs in the solution of the [[Laplace equation|Laplace equation]] in spherical coordinates by the method of separation of variables. The orthogonal Legendre polynomials have the form | ||
− | + | $$ | |
+ | \widehat{P} _ {n} ( x) = \ | ||
+ | \sqrt { | ||
+ | \frac{2 n + 1 }{2} | ||
+ | } | ||
+ | P _ {n} ( x) ,\ n = 0 , 1 \dots | ||
+ | $$ | ||
and satisfy the uniform and weighted estimates | and satisfy the uniform and weighted estimates | ||
− | + | $$ | |
+ | | \widehat{P} _ {n} ( x) | \leq \ | ||
+ | \sqrt { | ||
+ | \frac{2 n + 1 }{2} | ||
+ | } ,\ \ | ||
+ | x \in [ - 1 , 1 ] , | ||
+ | $$ | ||
− | + | $$ | |
+ | ( 1 - x ^ {2} ) ^ {1/4} | \widehat{P} _ {n} ( x) | \leq \sqrt { | ||
+ | \frac{2 | ||
+ | n + 1 }{\pi n } | ||
+ | } ,\ x \in [ - 1 , 1 ] . | ||
+ | $$ | ||
− | Fourier series in the Legendre polynomials inside the interval | + | Fourier series in the Legendre polynomials inside the interval $ ( - 1 , 1 ) $ |
+ | are analogous to trigonometric [[Fourier series|Fourier series]] (cf. also [[Fourier series in orthogonal polynomials|Fourier series in orthogonal polynomials]]); there is a theorem about the equiconvergence of these two series, which implies that the Fourier–Legendre series of a function $ f $ | ||
+ | at a point $ x \in ( - 1 , 1 ) $ | ||
+ | converges if and only if the trigonometric Fourier series of the function | ||
− | + | $$ | |
+ | F ( \theta ) = \ | ||
+ | ( \sin \theta ) ^ {1/2} | ||
+ | f ( \cos \theta ) | ||
+ | $$ | ||
− | converges at the point | + | converges at the point $ \theta = { \mathop{\rm arc} \cos } x $. |
+ | In a neighbourhood of the end points the situation is different, since the sequence $ \{ \widehat{P} _ {n} ( \pm 1 ) \} $ | ||
+ | increases with speed $ \sqrt n $. | ||
+ | If $ f $ | ||
+ | is continuous on $ [ - 1 , 1 ] $ | ||
+ | and satisfies a [[Lipschitz condition|Lipschitz condition]] of order $ \alpha > 1 / 2 $, | ||
+ | then the Fourier–Legendre series converges to $ f $ | ||
+ | uniformly on the whole interval $ [ - 1 , 1 ] $. | ||
+ | If $ \alpha = 1 / 2 $, | ||
+ | then this series generally diverges at the points $ x = \pm 1 $. | ||
These polynomials were introduced by A.M. Legendre [[#References|[1]]]. | These polynomials were introduced by A.M. Legendre [[#References|[1]]]. | ||
Line 61: | Line 171: | ||
====References==== | ====References==== | ||
<table><TR><TD valign="top">[1]</TD> <TD valign="top"> A.M. Legendre, ''Mém. Math. Phys. présentés à l'Acad. Sci. par divers savants'' , '''10''' (1785) pp. 411–434</TD></TR><TR><TD valign="top">[2]</TD> <TD valign="top"> E.W. Hobson, "The theory of spherical and ellipsoidal harmonics" , Cambridge Univ. Press (1931)</TD></TR></table> | <table><TR><TD valign="top">[1]</TD> <TD valign="top"> A.M. Legendre, ''Mém. Math. Phys. présentés à l'Acad. Sci. par divers savants'' , '''10''' (1785) pp. 411–434</TD></TR><TR><TD valign="top">[2]</TD> <TD valign="top"> E.W. Hobson, "The theory of spherical and ellipsoidal harmonics" , Cambridge Univ. Press (1931)</TD></TR></table> | ||
− | |||
− | |||
====Comments==== | ====Comments==== | ||
− | Legendre polynomials belong to the families of [[Gegenbauer polynomials|Gegenbauer polynomials]]; [[Jacobi polynomials|Jacobi polynomials]] and [[Classical orthogonal polynomials|classical orthogonal polynomials]]. They can be written as hypergeometric functions (cf. [[Hypergeometric function|Hypergeometric function]]). Their group-theoretic interpretation as [[Zonal spherical functions|zonal spherical functions]] on the two-dimensional sphere | + | Legendre polynomials belong to the families of [[Gegenbauer polynomials|Gegenbauer polynomials]]; [[Jacobi polynomials|Jacobi polynomials]] and [[Classical orthogonal polynomials|classical orthogonal polynomials]]. They can be written as hypergeometric functions (cf. [[Hypergeometric function|Hypergeometric function]]). Their group-theoretic interpretation as [[Zonal spherical functions|zonal spherical functions]] on the two-dimensional sphere $ S ^ {2} = \mathop{\rm SO} ( 3) / \mathop{\rm SO} ( 2) $ |
+ | serves as a prototype, both from the historical and the didactical point of view. A noteworthy consequence of this interpretation is the addition formula for Legendre polynomials. |
Revision as of 22:16, 5 June 2020
spherical polynomials
Polynomials orthogonal on the interval $ [ - 1 , 1 ] $ with unit weight $ \phi ( x) = 1 $. The standardized Legendre polynomials are defined by the Rodrigues formula
$$ P _ {n} ( x) = \ \frac{1}{n ! 2 ^ {n} } \frac{d ^ {n} }{d x ^ {n} } ( x ^ {2} - 1 ) ^ {n} ,\ \ n = 0 , 1 \dots $$
and have the representation
$$ P _ {n} ( x) = \ \frac{1}{2 ^ {n} } \sum _ { k= } 0 ^ { [ } n/2] \frac{( - 1 ) ^ {k} ( 2 n - 2 k ) ! }{k ! ( n - k ) ! ( n - 2 k ) ! } x ^ {n-} 2k . $$
The formulas most commonly used are:
$$ ( n + 1 ) P _ {n+} 1 ( x) = \ ( 2 n + 1 ) x P _ {n} ( x) - n P _ {n-} 1 ( x) , $$
$$ P _ {n} ( - x ) = ( - 1 ) ^ {n} P _ {n} ( x) ; \ P _ {n} ( 1) = 1 ,\ P _ {n} ( - 1 ) = ( - 1 ) ^ {n} , $$
$$ ( 1 - x ^ {2} ) P _ {n} ^ { \prime } ( x) = n P _ {n-} 1 ( x) - x n P _ {n} ( x) , $$
$$ P _ {n+} 1 ^ { \prime } ( x) - P _ {n-} 1 ^ { \prime } ( x) = ( 2 n + 1 ) P _ {n} ( x) . $$
The Legendre polynomials can be defined as the coefficients in the expansion of the generating function
$$ \frac{1}{\sqrt {1 - 2 x t + t ^ {2} }} = \ \sum _ { n= } 0 ^ \infty P _ {n} ( x) t ^ {n} , $$
where the series on the right-hand side converges for $ x \in [ - 1 , 1 ] $.
The first few standardized Legendre polynomials have the form
$$ P _ {0} ( x) = 1 ,\ P _ {1} ( x) = x ,\ \ P _ {2} ( x) = \frac{3 x ^ {2} - 1 }{2} , $$
$$ P _ {3} ( x) = \frac{5 x ^ {3} - 3 x }{2} ,\ P _ {4} ( x) = \frac{35 x ^ {4} - 30 x ^ {2} + 3 }{8} , $$
$$ P _ {5} ( x) = \frac{63 x ^ {5} - 70 x ^ {3} + 15 x }{8} , $$
$$ P _ {6} ( x) = \frac{231 x ^ {6} - 315 x ^ {4} + 105 x ^ {2} - 5 }{16} . $$
The Legendre polynomial of order $ n $ satisfies the differential equation (Legendre equation)
$$ ( 1 - x ^ {2} ) \frac{d ^ {2} y }{d x ^ {2} } - 2 x \frac{dy}{dx} + n ( n + 1 ) y = 0 , $$
which occurs in the solution of the Laplace equation in spherical coordinates by the method of separation of variables. The orthogonal Legendre polynomials have the form
$$ \widehat{P} _ {n} ( x) = \ \sqrt { \frac{2 n + 1 }{2} } P _ {n} ( x) ,\ n = 0 , 1 \dots $$
and satisfy the uniform and weighted estimates
$$ | \widehat{P} _ {n} ( x) | \leq \ \sqrt { \frac{2 n + 1 }{2} } ,\ \ x \in [ - 1 , 1 ] , $$
$$ ( 1 - x ^ {2} ) ^ {1/4} | \widehat{P} _ {n} ( x) | \leq \sqrt { \frac{2 n + 1 }{\pi n } } ,\ x \in [ - 1 , 1 ] . $$
Fourier series in the Legendre polynomials inside the interval $ ( - 1 , 1 ) $ are analogous to trigonometric Fourier series (cf. also Fourier series in orthogonal polynomials); there is a theorem about the equiconvergence of these two series, which implies that the Fourier–Legendre series of a function $ f $ at a point $ x \in ( - 1 , 1 ) $ converges if and only if the trigonometric Fourier series of the function
$$ F ( \theta ) = \ ( \sin \theta ) ^ {1/2} f ( \cos \theta ) $$
converges at the point $ \theta = { \mathop{\rm arc} \cos } x $. In a neighbourhood of the end points the situation is different, since the sequence $ \{ \widehat{P} _ {n} ( \pm 1 ) \} $ increases with speed $ \sqrt n $. If $ f $ is continuous on $ [ - 1 , 1 ] $ and satisfies a Lipschitz condition of order $ \alpha > 1 / 2 $, then the Fourier–Legendre series converges to $ f $ uniformly on the whole interval $ [ - 1 , 1 ] $. If $ \alpha = 1 / 2 $, then this series generally diverges at the points $ x = \pm 1 $.
These polynomials were introduced by A.M. Legendre [1].
See also the references to Orthogonal polynomials.
References
[1] | A.M. Legendre, Mém. Math. Phys. présentés à l'Acad. Sci. par divers savants , 10 (1785) pp. 411–434 |
[2] | E.W. Hobson, "The theory of spherical and ellipsoidal harmonics" , Cambridge Univ. Press (1931) |
Comments
Legendre polynomials belong to the families of Gegenbauer polynomials; Jacobi polynomials and classical orthogonal polynomials. They can be written as hypergeometric functions (cf. Hypergeometric function). Their group-theoretic interpretation as zonal spherical functions on the two-dimensional sphere $ S ^ {2} = \mathop{\rm SO} ( 3) / \mathop{\rm SO} ( 2) $ serves as a prototype, both from the historical and the didactical point of view. A noteworthy consequence of this interpretation is the addition formula for Legendre polynomials.
Legendre polynomials. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Legendre_polynomials&oldid=17589