Integrate a Legendre series.
Returns a Legendre series that is the Legendre series cs, integrated
m times from lbnd to x. At each iteration the resulting series
is multiplied by scl and an integration constant, k, is added.
The scaling factor is for use in a linear change of variable. (“Buyer
beware”: note that, depending on what one is doing, one may want scl
to be the reciprocal of what one might expect; for more information,
see the Notes section below.) The argument cs is a sequence of
coefficients, from lowest order Legendre series “term” to highest,
e.g., [1,2,3] represents the series
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.
| Parameters : | cs : array_like
1-d array of Legendre series coefficients, ordered from low to high.
m : int, optional
Order of integration, must be positive. (Default: 1)
k : {[], list, scalar}, optional
Integration constant(s). The value of the first integral at
lbnd is the first value in the list, the value of the second
integral at lbnd is the second value, etc. If k == [] (the
default), all constants are set to zero. If m == 1, a single
scalar can be given instead of a list.
lbnd : scalar, optional
The lower bound of the integral. (Default: 0)
scl : scalar, optional
Following each integration the result is multiplied by scl
before the integration constant is added. (Default: 1)
|
| Returns : | S : ndarray
Legendre series coefficients of the integral.
|
| Raises : | ValueError :
If m < 0, len(k) > m, np.isscalar(lbnd) == False, or
np.isscalar(scl) == False.
|
Notes
Note that the result of each integration is multiplied by scl.
Why is this important to note? Say one is making a linear change of
variable
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Babel <v3.8m> and hyphenation patterns for english, dumylang, nohyphenation, ge
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c, armenian, basque, bulgarian, catalan, pinyin, coptic, croatian, czech, danis
h, dutch, ukenglish, usenglishmax, esperanto, estonian, ethiopic, farsi, finnis
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ungarian, icelandic, assamese, bengali, gujarati, hindi, kannada, malayalam, ma
rathi, oriya, panjabi, tamil, telugu, indonesian, interlingua, irish, italian,
kurmanji, lao, latin, latvian, lithuanian, mongolian, mongolianlmc, bokmal, nyn
orsk, polish, portuguese, romanian, romansh, russian, sanskrit, serbian, serbia
nc, slovak, slovenian, spanish, swedish, turkish, turkmen, ukrainian, uppersorb
ian, welsh, loaded.
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in an integral relative to x. Then
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Babel <v3.8m> and hyphenation patterns for english, dumylang, nohyphenation, ge
rman-x-2011-07-01, ngerman-x-2011-07-01, afrikaans, ancientgreek, ibycus, arabi
c, armenian, basque, bulgarian, catalan, pinyin, coptic, croatian, czech, danis
h, dutch, ukenglish, usenglishmax, esperanto, estonian, ethiopic, farsi, finnis
h, french, friulan, galician, german, ngerman, swissgerman, monogreek, greek, h
ungarian, icelandic, assamese, bengali, gujarati, hindi, kannada, malayalam, ma
rathi, oriya, panjabi, tamil, telugu, indonesian, interlingua, irish, italian,
kurmanji, lao, latin, latvian, lithuanian, mongolian, mongolianlmc, bokmal, nyn
orsk, polish, portuguese, romanian, romansh, russian, sanskrit, serbian, serbia
nc, slovak, slovenian, spanish, swedish, turkish, turkmen, ukrainian, uppersorb
ian, welsh, loaded.
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, so one will need to set scl equal to
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LaTeX2e <2011/06/27>
Babel <v3.8m> and hyphenation patterns for english, dumylang, nohyphenation, ge
rman-x-2011-07-01, ngerman-x-2011-07-01, afrikaans, ancientgreek, ibycus, arabi
c, armenian, basque, bulgarian, catalan, pinyin, coptic, croatian, czech, danis
h, dutch, ukenglish, usenglishmax, esperanto, estonian, ethiopic, farsi, finnis
h, french, friulan, galician, german, ngerman, swissgerman, monogreek, greek, h
ungarian, icelandic, assamese, bengali, gujarati, hindi, kannada, malayalam, ma
rathi, oriya, panjabi, tamil, telugu, indonesian, interlingua, irish, italian,
kurmanji, lao, latin, latvian, lithuanian, mongolian, mongolianlmc, bokmal, nyn
orsk, polish, portuguese, romanian, romansh, russian, sanskrit, serbian, serbia
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ian, welsh, loaded.
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- perhaps not what one would have first thought.
Also note that, in general, the result of integrating a C-series needs
to be “re-projected” onto the C-series basis set. Thus, typically,
the result of this function is “un-intuitive,” albeit correct; see
Examples section below.
Examples
>>> from numpy.polynomial import legendre as L
>>> cs = (1,2,3)
>>> L.legint(cs)
array([ 0.33333333, 0.4 , 0.66666667, 0.6 ])
>>> L.legint(cs,3)
array([ 1.66666667e-02, -1.78571429e-02, 4.76190476e-02,
-1.73472348e-18, 1.90476190e-02, 9.52380952e-03])
>>> L.legint(cs, k=3)
array([ 3.33333333, 0.4 , 0.66666667, 0.6 ])
>>> L.legint(cs, lbnd=-2)
array([ 7.33333333, 0.4 , 0.66666667, 0.6 ])
>>> L.legint(cs, scl=2)
array([ 0.66666667, 0.8 , 1.33333333, 1.2 ])