Mercurial > octave-antonio
annotate scripts/specfun/legendre.m @ 20162:2645f9ef8c88 stable
doc: Update more docstrings to have one sentence summary as first line.
Reviewed specfun, special-matrix, testfun, and time script directories.
* scripts/specfun/expint.m, scripts/specfun/isprime.m,
scripts/specfun/legendre.m, scripts/specfun/primes.m,
scripts/specfun/reallog.m, scripts/specfun/realsqrt.m,
scripts/special-matrix/gallery.m, scripts/special-matrix/hadamard.m,
scripts/special-matrix/hankel.m, scripts/special-matrix/hilb.m,
scripts/special-matrix/invhilb.m, scripts/special-matrix/magic.m,
scripts/special-matrix/pascal.m, scripts/special-matrix/rosser.m,
scripts/special-matrix/toeplitz.m, scripts/special-matrix/vander.m,
scripts/special-matrix/wilkinson.m, scripts/testfun/assert.m,
scripts/testfun/demo.m, scripts/testfun/example.m, scripts/testfun/fail.m,
scripts/testfun/rundemos.m, scripts/testfun/runtests.m,
scripts/testfun/speed.m, scripts/time/asctime.m, scripts/time/calendar.m,
scripts/time/clock.m, scripts/time/ctime.m, scripts/time/datenum.m,
scripts/time/datestr.m, scripts/time/datevec.m, scripts/time/etime.m,
scripts/time/is_leap_year.m, scripts/time/now.m, scripts/time/weekday.m:
Update more docstrings to have one sentence summary as first line.
author | Rik <rik@octave.org> |
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date | Sun, 03 May 2015 17:00:11 -0700 |
parents | 9fc020886ae9 |
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rev | line source |
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1 ## Copyright (C) 2000-2015 Kai Habel |
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2 ## Copyright (C) 2008 Marco Caliari |
5827 | 3 ## |
4 ## This file is part of Octave. | |
5 ## | |
6 ## Octave is free software; you can redistribute it and/or modify it | |
7 ## under the terms of the GNU General Public License as published by | |
7016 | 8 ## the Free Software Foundation; either version 3 of the License, or (at |
9 ## your option) any later version. | |
5827 | 10 ## |
11 ## Octave is distributed in the hope that it will be useful, but | |
12 ## WITHOUT ANY WARRANTY; without even the implied warranty of | |
13 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU | |
14 ## General Public License for more details. | |
15 ## | |
16 ## You should have received a copy of the GNU General Public License | |
7016 | 17 ## along with Octave; see the file COPYING. If not, see |
18 ## <http://www.gnu.org/licenses/>. | |
5827 | 19 |
20 ## -*- texinfo -*- | |
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21 ## @deftypefn {Function File} {@var{l} =} legendre (@var{n}, @var{x}) |
7508 | 22 ## @deftypefnx {Function File} {@var{l} =} legendre (@var{n}, @var{x}, @var{normalization}) |
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23 ## Compute the Legendre function of degree @var{n} and order |
19099 | 24 ## @var{m} = 0 @dots{} @var{n}. |
25 ## | |
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26 ## The value @var{n} must be a real non-negative integer. |
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27 ## |
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28 ## @var{x} is a vector with real-valued elements in the range [-1, 1]. |
7508 | 29 ## |
19099 | 30 ## The optional argument @var{normalization} may be one of @qcode{"unnorm"}, |
31 ## @qcode{"sch"}, or @qcode{"norm"}. The default if no normalization is given | |
32 ## is @qcode{"unnorm"}. | |
33 ## | |
34 ## When the optional argument @var{normalization} is @qcode{"unnorm"}, compute | |
35 ## the Legendre function of degree @var{n} and order @var{m} and return all | |
36 ## values for @var{m} = 0 @dots{} @var{n}. The return value has one dimension | |
37 ## more than @var{x}. | |
5827 | 38 ## |
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39 ## The Legendre Function of degree @var{n} and order @var{m}: |
5827 | 40 ## |
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41 ## @tex |
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42 ## $$ |
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43 ## P^m_n(x) = (-1)^m (1-x^2)^{m/2}{d^m\over {dx^m}}P_n (x) |
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44 ## $$ |
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45 ## @end tex |
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46 ## @ifnottex |
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47 ## |
5827 | 48 ## @example |
49 ## @group | |
19099 | 50 ## m m 2 m/2 d^m |
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51 ## P(x) = (-1) * (1-x ) * ---- P(x) |
5827 | 52 ## n dx^m n |
53 ## @end group | |
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54 ## @end example |
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55 ## |
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56 ## @end ifnottex |
5827 | 57 ## |
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58 ## @noindent |
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59 ## with Legendre polynomial of degree @var{n}: |
5827 | 60 ## |
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61 ## @tex |
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62 ## $$ |
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63 ## P(x) = {1\over{2^n n!}}\biggl({d^n\over{dx^n}}(x^2 - 1)^n\biggr) |
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64 ## $$ |
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65 ## @end tex |
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66 ## @ifnottex |
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67 ## |
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68 ## @example |
5827 | 69 ## @group |
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70 ## 1 d^n 2 n |
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71 ## P(x) = ------ [----(x - 1) ] |
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72 ## n 2^n n! dx^n |
5827 | 73 ## @end group |
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74 ## @end example |
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75 ## |
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76 ## @end ifnottex |
5827 | 77 ## |
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78 ## @noindent |
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79 ## @code{legendre (3, [-1.0, -0.9, -0.8])} returns the matrix: |
5827 | 80 ## |
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81 ## @example |
5827 | 82 ## @group |
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83 ## x | -1.0 | -0.9 | -0.8 |
5827 | 84 ## ------------------------------------ |
85 ## m=0 | -1.00000 | -0.47250 | -0.08000 | |
86 ## m=1 | 0.00000 | -1.99420 | -1.98000 | |
87 ## m=2 | 0.00000 | -2.56500 | -4.32000 | |
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88 ## m=3 | 0.00000 | -1.24229 | -3.24000 |
5827 | 89 ## @end group |
90 ## @end example | |
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91 ## |
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92 ## When the optional argument @code{normalization} is @qcode{"sch"}, compute |
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93 ## the Schmidt semi-normalized associated Legendre function. The Schmidt |
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94 ## semi-normalized associated Legendre function is related to the unnormalized |
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95 ## Legendre functions by the following: |
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96 ## |
19099 | 97 ## For Legendre functions of degree @var{n} and order 0: |
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98 ## |
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99 ## @tex |
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100 ## $$ |
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101 ## SP^0_n (x) = P^0_n (x) |
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102 ## $$ |
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103 ## @end tex |
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104 ## @ifnottex |
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105 ## |
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106 ## @example |
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107 ## @group |
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108 ## 0 0 |
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109 ## SP(x) = P(x) |
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110 ## n n |
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111 ## @end group |
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112 ## @end example |
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113 ## |
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114 ## @end ifnottex |
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115 ## |
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116 ## For Legendre functions of degree n and order m: |
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117 ## |
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118 ## @tex |
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119 ## $$ |
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120 ## SP^m_n (x) = P^m_n (x)(-1)^m\biggl({2(n-m)!\over{(n+m)!}}\biggl)^{0.5} |
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121 ## $$ |
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122 ## @end tex |
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123 ## @ifnottex |
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124 ## |
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125 ## @example |
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126 ## @group |
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127 ## m m m 2(n-m)! 0.5 |
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128 ## SP(x) = P(x) * (-1) * [-------] |
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129 ## n n (n+m)! |
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130 ## @end group |
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131 ## @end example |
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132 ## |
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133 ## @end ifnottex |
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134 ## |
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135 ## When the optional argument @var{normalization} is @qcode{"norm"}, compute |
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136 ## the fully normalized associated Legendre function. The fully normalized |
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137 ## associated Legendre function is related to the unnormalized Legendre |
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138 ## functions by the following: |
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139 ## |
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140 ## For Legendre functions of degree @var{n} and order @var{m} |
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141 ## |
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142 ## @tex |
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143 ## $$ |
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144 ## NP^m_n (x) = P^m_n (x)(-1)^m\biggl({(n+0.5)(n-m)!\over{(n+m)!}}\biggl)^{0.5} |
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145 ## $$ |
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146 ## @end tex |
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147 ## @ifnottex |
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148 ## |
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149 ## @example |
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150 ## @group |
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151 ## m m m (n+0.5)(n-m)! 0.5 |
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152 ## NP(x) = P(x) * (-1) * [-------------] |
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153 ## n n (n+m)! |
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154 ## @end group |
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155 ## @end example |
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156 ## |
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157 ## @end ifnottex |
5827 | 158 ## @end deftypefn |
159 | |
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160 ## Author: Marco Caliari <marco.caliari@univr.it> |
5827 | 161 |
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162 function retval = legendre (n, x, normalization) |
5827 | 163 |
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164 persistent warned_overflow = false; |
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165 |
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166 if (nargin < 2 || nargin > 3) |
5827 | 167 print_usage (); |
168 endif | |
169 | |
19099 | 170 if (! isreal (n) || ! isscalar (n) || n < 0 || n != fix (n)) |
171 error ("legendre: N must be a real non-negative integer"); | |
172 elseif (! isreal (x) || any (x(:) < -1 | x(:) > 1)) | |
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173 error ("legendre: X must be real-valued vector in the range -1 <= X <= 1"); |
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174 endif |
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175 |
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176 if (nargin == 3) |
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177 normalization = lower (normalization); |
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178 else |
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179 normalization = "unnorm"; |
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180 endif |
5827 | 181 |
19099 | 182 unnorm = false; |
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183 switch (normalization) |
19099 | 184 case "unnorm" |
185 scale = 1; | |
186 unnorm = true; | |
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187 case "norm" |
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188 scale = sqrt (n+0.5); |
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189 case "sch" |
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190 scale = sqrt (2); |
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191 otherwise |
19099 | 192 error ('legendre: NORMALIZATION option must be "unnorm", "norm", or "sch"'); |
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193 endswitch |
5827 | 194 |
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195 scale = scale * ones (size (x)); |
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196 |
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197 ## Based on the recurrence relation below |
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198 ## m m m |
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199 ## (n-m+1) * P (x) = (2*n+1)*x*P (x) - (n+1)*P (x) |
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200 ## n+1 n n-1 |
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201 ## http://en.wikipedia.org/wiki/Associated_Legendre_function |
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203 overflow = false; |
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204 retval = zeros ([n+1, size(x)]); |
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205 for m = 1:n |
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206 lpm1 = scale; |
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207 lpm2 = (2*m-1) .* x .* scale; |
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208 lpm3 = lpm2; |
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209 for k = m+1:n |
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210 lpm3a = (2*k-1) .* x .* lpm2; |
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211 lpm3b = (k+m-2) .* lpm1; |
19099 | 212 lpm3 = (lpm3a - lpm3b) / (k-m+1); |
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213 lpm1 = lpm2; |
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214 lpm2 = lpm3; |
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215 if (! warned_overflow) |
19099 | 216 if ( any (abs (lpm3a) > realmax) |
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217 || any (abs (lpm3b) > realmax) |
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218 || any (abs (lpm3) > realmax)) |
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219 overflow = true; |
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220 endif |
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221 endif |
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222 endfor |
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223 retval(m,:) = lpm3(:); |
19099 | 224 if (unnorm) |
225 scale *= -(2*m-1); | |
226 else # normalization = "sch" or "norm" | |
227 scale *= (2*m-1) / sqrt ((n-m+1)*(n+m)); | |
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228 endif |
19099 | 229 scale .*= sqrt (1-x.^2); |
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230 endfor |
5827 | 231 |
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232 retval(n+1,:) = scale(:); |
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233 |
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234 if (isvector (x)) |
19099 | 235 ## vector case is special |
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236 retval = reshape (retval, n + 1, length (x)); |
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237 endif |
5827 | 238 |
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239 if (strcmp (normalization, "sch")) |
19099 | 240 retval(1,:) ./= sqrt (2); |
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241 endif |
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242 |
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243 if (overflow && ! warned_overflow) |
8664 | 244 warning ("legendre: overflow - results may be unstable for high orders"); |
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245 warned_overflow = true; |
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246 endif |
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247 |
5827 | 248 endfunction |
249 | |
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250 |
5827 | 251 %!test |
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252 %! result = legendre (3, [-1.0 -0.9 -0.8]); |
5827 | 253 %! expected = [ |
254 %! -1.00000 -0.47250 -0.08000 | |
255 %! 0.00000 -1.99420 -1.98000 | |
256 %! 0.00000 -2.56500 -4.32000 | |
257 %! 0.00000 -1.24229 -3.24000 | |
258 %! ]; | |
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259 %! assert (result, expected, 1e-5); |
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260 |
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261 %!test |
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262 %! result = legendre (3, [-1.0 -0.9 -0.8], "sch"); |
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263 %! expected = [ |
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264 %! -1.00000 -0.47250 -0.08000 |
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265 %! 0.00000 0.81413 0.80833 |
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266 %! -0.00000 -0.33114 -0.55771 |
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267 %! 0.00000 0.06547 0.17076 |
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268 %! ]; |
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269 %! assert (result, expected, 1e-5); |
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270 |
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271 %!test |
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272 %! result = legendre (3, [-1.0 -0.9 -0.8], "norm"); |
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273 %! expected = [ |
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274 %! -1.87083 -0.88397 -0.14967 |
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275 %! 0.00000 1.07699 1.06932 |
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276 %! -0.00000 -0.43806 -0.73778 |
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277 %! 0.00000 0.08661 0.22590 |
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278 %! ]; |
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279 %! assert (result, expected, 1e-5); |
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280 |
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281 %!test |
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282 %! result = legendre (151, 0); |
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283 %! ## Don't compare to "-Inf" since it would fail on 64 bit systems. |
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284 %! assert (result(end) < -1.7976e308 && all (isfinite (result(1:end-1)))); |
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285 |
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286 %!test |
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287 %! result = legendre (150, 0); |
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288 %! ## This agrees with Matlab's result. |
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289 %! assert (result(end), 3.7532741115719e+306, 0.0000000000001e+306); |
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290 |
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291 %!test |
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292 %! result = legendre (0, 0:0.1:1); |
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293 %! assert (result, full (ones (1,11))); |
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294 |
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295 %!test |
19099 | 296 %! ## Test matrix input |
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297 %! result = legendre (3, [-1,0,1;1,0,-1]); |
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298 %! expected(:,:,1) = [-1,1;0,0;0,0;0,0]; |
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299 %! expected(:,:,2) = [0,0;1.5,1.5;0,0;-15,-15]; |
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300 %! expected(:,:,3) = [1,-1;0,0;0,0;0,0]; |
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301 %! assert (result, expected); |
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302 |
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303 %!test |
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304 %! result = legendre (3, [-1,0,1;1,0,-1]'); |
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305 %! expected(:,:,1) = [-1,0,1;0,1.5,0;0,0,0;0,-15,0]; |
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306 %! expected(:,:,2) = [1,0,-1;0,1.5,0;0,0,0;0,-15,0]; |
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307 %! assert (result, expected); |
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308 |
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309 ## Test input validation |
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310 %!error legendre () |
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311 %!error legendre (1) |
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312 %!error legendre (1,2,3,4) |
19099 | 313 %!error <must be a real non-negative integer> legendre (i, [-1, 0, 1]) |
314 %!error <must be a real non-negative integer> legendre ([1, 2], [-1, 0, 1]) | |
315 %!error <must be a real non-negative integer> legendre (-1, [-1, 0, 1]) | |
316 %!error <must be a real non-negative integer> legendre (1.1, [-1, 0, 1]) | |
317 %!error <must be real-valued vector> legendre (1, [-1+i, 0, 1]) | |
318 %!error <in the range -1 .= X .= 1> legendre (1, [-2, 0, 1]) | |
319 %!error <in the range -1 .= X .= 1> legendre (1, [-1, 0, 2]) | |
320 %!error <NORMALIZATION option must be> legendre (1, [-1, 0, 1], "badnorm") | |
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321 |