/rust/registry/src/index.crates.io-1949cf8c6b5b557f/pxfm-0.1.27/src/bessel/beta1.rs
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1 | | /* |
2 | | * // Copyright (c) Radzivon Bartoshyk 8/2025. All rights reserved. |
3 | | * // |
4 | | * // Redistribution and use in source and binary forms, with or without modification, |
5 | | * // are permitted provided that the following conditions are met: |
6 | | * // |
7 | | * // 1. Redistributions of source code must retain the above copyright notice, this |
8 | | * // list of conditions and the following disclaimer. |
9 | | * // |
10 | | * // 2. Redistributions in binary form must reproduce the above copyright notice, |
11 | | * // this list of conditions and the following disclaimer in the documentation |
12 | | * // and/or other materials provided with the distribution. |
13 | | * // |
14 | | * // 3. Neither the name of the copyright holder nor the names of its |
15 | | * // contributors may be used to endorse or promote products derived from |
16 | | * // this software without specific prior written permission. |
17 | | * // |
18 | | * // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" |
19 | | * // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE |
20 | | * // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE |
21 | | * // DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE |
22 | | * // FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL |
23 | | * // DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR |
24 | | * // SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER |
25 | | * // CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, |
26 | | * // OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE |
27 | | * // OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
28 | | */ |
29 | | use crate::double_double::DoubleDouble; |
30 | | use crate::dyadic_float::{DyadicFloat128, DyadicSign}; |
31 | | use crate::polyeval::f_polyeval9; |
32 | | |
33 | | /** |
34 | | Note expansion generation below: this is negative series expressed in Sage as positive, |
35 | | so before any real evaluation `x=1/x` should be applied |
36 | | |
37 | | Generated by SageMath: |
38 | | ```python |
39 | | def binomial_like(n, m): |
40 | | prod = QQ(1) |
41 | | z = QQ(4)*(n**2) |
42 | | for k in range(1,m + 1): |
43 | | prod *= (z - (2*k - 1)**2) |
44 | | return prod / (QQ(2)**(2*m) * (ZZ(m).factorial())) |
45 | | |
46 | | R = LaurentSeriesRing(RealField(300), 'x',default_prec=300) |
47 | | x = R.gen() |
48 | | |
49 | | def Pn_asymptotic(n, y, terms=10): |
50 | | # now y = 1/x |
51 | | return sum( (-1)**m * binomial_like(n, 2*m) / (QQ(2)**(2*m)) * y**(QQ(2)*m) for m in range(terms) ) |
52 | | |
53 | | def Qn_asymptotic(n, y, terms=10): |
54 | | return sum( (-1)**m * binomial_like(n, 2*m + 1) / (QQ(2)**(2*m + 1)) * y**(QQ(2)*m + 1) for m in range(terms) ) |
55 | | |
56 | | P = Pn_asymptotic(1, x, 50) |
57 | | Q = Qn_asymptotic(1, x, 50) |
58 | | |
59 | | def sqrt_series(s): |
60 | | val = S.valuation() |
61 | | lc = S[val] # Leading coefficient |
62 | | b = lc.sqrt() * x**(val // 2) |
63 | | |
64 | | for _ in range(5): |
65 | | b = (b + S / b) / 2 |
66 | | b = b |
67 | | return b |
68 | | |
69 | | S = (P**2 + Q**2).truncate(50) |
70 | | |
71 | | b_series = sqrt_series(S).truncate(30) |
72 | | # see the beta series |
73 | | print(b_series) |
74 | | ``` |
75 | | |
76 | | See notes/bessel_asympt.ipynb for generation |
77 | | **/ |
78 | | #[inline] |
79 | 0 | pub(crate) fn bessel_1_asympt_beta_fast(recip: DoubleDouble) -> DoubleDouble { |
80 | | const C: [u64; 10] = [ |
81 | | 0x3ff0000000000000, |
82 | | 0x3fc8000000000000, |
83 | | 0xbfc8c00000000000, |
84 | | 0x3fe9c50000000000, |
85 | | 0xc01ef5b680000000, |
86 | | 0x40609860dd400000, |
87 | | 0xc0abae9b7a06e000, |
88 | | 0x41008711d41c1428, |
89 | | 0xc15ab70164c8be6e, |
90 | | 0x41bc1055e24f297f, |
91 | | ]; |
92 | | |
93 | | // Doing (1/x)*(1/x) instead (1/(x*x)) to avoid spurious overflow/underflow |
94 | 0 | let x2 = DoubleDouble::quick_mult(recip, recip); |
95 | | |
96 | 0 | let p = f_polyeval9( |
97 | 0 | x2.hi, |
98 | 0 | f64::from_bits(C[1]), |
99 | 0 | f64::from_bits(C[2]), |
100 | 0 | f64::from_bits(C[3]), |
101 | 0 | f64::from_bits(C[4]), |
102 | 0 | f64::from_bits(C[5]), |
103 | 0 | f64::from_bits(C[6]), |
104 | 0 | f64::from_bits(C[7]), |
105 | 0 | f64::from_bits(C[8]), |
106 | 0 | f64::from_bits(C[9]), |
107 | | ); |
108 | | |
109 | 0 | DoubleDouble::mul_f64_add_f64(x2, p, f64::from_bits(C[0])) |
110 | 0 | } |
111 | | |
112 | | /** |
113 | | Note expansion generation below: this is negative series expressed in Sage as positive, |
114 | | so before any real evaluation `x=1/x` should be applied |
115 | | |
116 | | Generated by SageMath: |
117 | | ```python |
118 | | def binomial_like(n, m): |
119 | | prod = QQ(1) |
120 | | z = QQ(4)*(n**2) |
121 | | for k in range(1,m + 1): |
122 | | prod *= (z - (2*k - 1)**2) |
123 | | return prod / (QQ(2)**(2*m) * (ZZ(m).factorial())) |
124 | | |
125 | | R = LaurentSeriesRing(RealField(300), 'x',default_prec=300) |
126 | | x = R.gen() |
127 | | |
128 | | def Pn_asymptotic(n, y, terms=10): |
129 | | # now y = 1/x |
130 | | return sum( (-1)**m * binomial_like(n, 2*m) / (QQ(2)**(2*m)) * y**(QQ(2)*m) for m in range(terms) ) |
131 | | |
132 | | def Qn_asymptotic(n, y, terms=10): |
133 | | return sum( (-1)**m * binomial_like(n, 2*m + 1) / (QQ(2)**(2*m + 1)) * y**(QQ(2)*m + 1) for m in range(terms) ) |
134 | | |
135 | | P = Pn_asymptotic(1, x, 50) |
136 | | Q = Qn_asymptotic(1, x, 50) |
137 | | |
138 | | def sqrt_series(s): |
139 | | val = S.valuation() |
140 | | lc = S[val] # Leading coefficient |
141 | | b = lc.sqrt() * x**(val // 2) |
142 | | |
143 | | for _ in range(5): |
144 | | b = (b + S / b) / 2 |
145 | | b = b |
146 | | return b |
147 | | |
148 | | S = (P**2 + Q**2).truncate(50) |
149 | | |
150 | | b_series = sqrt_series(S).truncate(30) |
151 | | # see the beta series |
152 | | print(b_series) |
153 | | ``` |
154 | | |
155 | | See notes/bessel_asympt.ipynb for generation |
156 | | **/ |
157 | | #[inline] |
158 | 0 | pub(crate) fn bessel_1_asympt_beta(recip: DoubleDouble) -> DoubleDouble { |
159 | | const C: [(u64, u64); 10] = [ |
160 | | (0x0000000000000000, 0x3ff0000000000000), // 1 |
161 | | (0x0000000000000000, 0x3fc8000000000000), // 2 |
162 | | (0x0000000000000000, 0xbfc8c00000000000), // 3 |
163 | | (0x0000000000000000, 0x3fe9c50000000000), // 4 |
164 | | (0x0000000000000000, 0xc01ef5b680000000), // 5 |
165 | | (0x0000000000000000, 0x40609860dd400000), // 6 |
166 | | (0x0000000000000000, 0xc0abae9b7a06e000), // 7 |
167 | | (0x0000000000000000, 0x41008711d41c1428), // 8 |
168 | | (0xbdf7a00000000000, 0xc15ab70164c8be6e), |
169 | | (0xbe40e1f000000000, 0x41bc1055e24f297f), |
170 | | ]; |
171 | | |
172 | | // Doing (1/x)*(1/x) instead (1/(x*x)) to avoid spurious overflow/underflow |
173 | 0 | let x2 = DoubleDouble::quick_mult(recip, recip); |
174 | | |
175 | 0 | let mut p = DoubleDouble::mul_add( |
176 | 0 | x2, |
177 | 0 | DoubleDouble::from_bit_pair(C[9]), |
178 | 0 | DoubleDouble::from_bit_pair(C[8]), |
179 | | ); |
180 | | |
181 | 0 | p = DoubleDouble::mul_add_f64(x2, p, f64::from_bits(C[7].1)); // 8 |
182 | 0 | p = DoubleDouble::mul_add_f64(x2, p, f64::from_bits(C[6].1)); // 7 |
183 | 0 | p = DoubleDouble::mul_add_f64(x2, p, f64::from_bits(C[5].1)); // 6 |
184 | 0 | p = DoubleDouble::mul_add_f64(x2, p, f64::from_bits(C[4].1)); // 5 |
185 | 0 | p = DoubleDouble::mul_add_f64(x2, p, f64::from_bits(C[3].1)); // 4 |
186 | 0 | p = DoubleDouble::mul_add_f64(x2, p, f64::from_bits(C[2].1)); // 3 |
187 | 0 | p = DoubleDouble::mul_add_f64(x2, p, f64::from_bits(C[1].1)); // 2 |
188 | 0 | p = DoubleDouble::mul_add_f64(x2, p, f64::from_bits(C[0].1)); // 1 |
189 | 0 | p |
190 | 0 | } |
191 | | |
192 | | /// see [bessel_1_asympt_beta] for more info |
193 | 0 | pub(crate) fn bessel_1_asympt_beta_hard(recip: DyadicFloat128) -> DyadicFloat128 { |
194 | | static C: [DyadicFloat128; 12] = [ |
195 | | DyadicFloat128 { |
196 | | sign: DyadicSign::Pos, |
197 | | exponent: -127, |
198 | | mantissa: 0x80000000_00000000_00000000_00000000_u128, |
199 | | }, |
200 | | DyadicFloat128 { |
201 | | sign: DyadicSign::Pos, |
202 | | exponent: -130, |
203 | | mantissa: 0xc0000000_00000000_00000000_00000000_u128, |
204 | | }, |
205 | | DyadicFloat128 { |
206 | | sign: DyadicSign::Neg, |
207 | | exponent: -130, |
208 | | mantissa: 0xc6000000_00000000_00000000_00000000_u128, |
209 | | }, |
210 | | DyadicFloat128 { |
211 | | sign: DyadicSign::Pos, |
212 | | exponent: -128, |
213 | | mantissa: 0xce280000_00000000_00000000_00000000_u128, |
214 | | }, |
215 | | DyadicFloat128 { |
216 | | sign: DyadicSign::Neg, |
217 | | exponent: -125, |
218 | | mantissa: 0xf7adb400_00000000_00000000_00000000_u128, |
219 | | }, |
220 | | DyadicFloat128 { |
221 | | sign: DyadicSign::Pos, |
222 | | exponent: -120, |
223 | | mantissa: 0x84c306ea_00000000_00000000_00000000_u128, |
224 | | }, |
225 | | DyadicFloat128 { |
226 | | sign: DyadicSign::Neg, |
227 | | exponent: -116, |
228 | | mantissa: 0xdd74dbd0_37000000_00000000_00000000_u128, |
229 | | }, |
230 | | DyadicFloat128 { |
231 | | sign: DyadicSign::Pos, |
232 | | exponent: -110, |
233 | | mantissa: 0x84388ea0_e0a14000_00000000_00000000_u128, |
234 | | }, |
235 | | DyadicFloat128 { |
236 | | sign: DyadicSign::Neg, |
237 | | exponent: -105, |
238 | | mantissa: 0xd5b80b26_45f372f4_00000000_00000000_u128, |
239 | | }, |
240 | | DyadicFloat128 { |
241 | | sign: DyadicSign::Pos, |
242 | | exponent: -99, |
243 | | mantissa: 0xe082af12_794bf6f1_e1000000_00000000_u128, |
244 | | }, |
245 | | DyadicFloat128 { |
246 | | sign: DyadicSign::Neg, |
247 | | exponent: -92, |
248 | | mantissa: 0x94a06149_f30146bc_fe8ed000_00000000_u128, |
249 | | }, |
250 | | DyadicFloat128 { |
251 | | sign: DyadicSign::Pos, |
252 | | exponent: -86, |
253 | | mantissa: 0xf212edfc_42a62526_4fac2b0c_00000000_u128, |
254 | | }, |
255 | | ]; |
256 | | |
257 | 0 | let x2 = recip * recip; |
258 | | |
259 | 0 | let mut p = C[11]; |
260 | 0 | for i in (0..11).rev() { |
261 | 0 | p = x2 * p + C[i]; |
262 | 0 | } |
263 | 0 | p |
264 | 0 | } |