aGrUM
3.2.0
a C++ library for (probabilistic) graphical models
Toggle main menu visibility
gammaLog2_inl.h
Go to the documentation of this file.
1
/****************************************************************************
2
* This file is part of the aGrUM/pyAgrum library. *
3
* *
4
* Copyright (c) 2005-2026 by *
5
* - Pierre-Henri WUILLEMIN(_at_LIP6) *
6
* - Christophe GONZALES(_at_AMU) *
7
* *
8
* The aGrUM/pyAgrum library is free software; you can redistribute it *
9
* and/or modify it under the terms of either : *
10
* *
11
* - the GNU Lesser General Public License as published by *
12
* the Free Software Foundation, either version 3 of the License, *
13
* or (at your option) any later version, *
14
* - the MIT license (MIT), *
15
* - or both in dual license, as here. *
16
* *
17
* (see https://agrum.gitlab.io/articles/dual-licenses-lgplv3mit.html) *
18
* *
19
* This aGrUM/pyAgrum library is distributed in the hope that it will be *
20
* useful, but WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, *
21
* INCLUDING BUT NOT LIMITED TO THE WARRANTIES MERCHANTABILITY or FITNESS *
22
* FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE *
23
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER *
24
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, *
25
* ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR *
26
* OTHER DEALINGS IN THE SOFTWARE. *
27
* *
28
* See LICENCES for more details. *
29
* *
30
* SPDX-FileCopyrightText: Copyright 2005-2026 *
31
* - Pierre-Henri WUILLEMIN(_at_LIP6) *
32
* - Christophe GONZALES(_at_AMU) *
33
* SPDX-License-Identifier: LGPL-3.0-or-later OR MIT *
34
* *
35
* Contact : info_at_agrum_dot_org *
36
* homepage : http://agrum.gitlab.io *
37
* gitlab : https://gitlab.com/agrumery/agrum *
38
* *
39
****************************************************************************/
40
41
#pragma once
42
49
50
#include <
agrum/base/core/math/gammaLog2.h
>
// to ease IDE parser
51
52
namespace
gum
{
53
54
ALWAYS_INLINE
double
GammaLog2::gammaLog2
(
double
x)
const
{
55
if
(x <= 0)
GUM_ERROR
(
OutOfBounds
,
"log2(gamma()) should be called with a positive argument"
)
56
57
// if x is small, use precomputed values
58
if
(x < 50) {
59
if
(x >= 0.01) {
60
if
(
_requires_precision_
) {
61
const
Idx
index = int(x * 100);
62
return
_small_values_
[index]
63
+ (
_small_values_
[index + 1] -
_small_values_
[index]) *
double
(x * 100 - index);
64
}
else
{
65
const
Idx
index = int(x * 100 + 0.5);
66
return
_small_values_
[index];
67
}
68
}
else
{
69
// for very small values of x, Gamma(x) is approximately equal to
70
// 1/x. Hence gammaLog2(x) is approximately equal to log2(1/x)
71
return
std::log2(1.0 / x);
72
}
73
}
74
75
// returns the approximation by the stirling formula
76
return
(
_log_sqrt_2pi_
+ (x - 0.5f) * log(x) - x + log(1.0 + 1.0 / (12 * x))) *
_inv_log2_
;
77
}
78
79
ALWAYS_INLINE
double
GammaLog2::operator()
(
double
x)
const
{
return
gammaLog2
(x); }
80
81
INLINE
void
GammaLog2::setPrecision
(
bool
prec) {
_requires_precision_
= prec; }
82
83
}
/* namespace gum */
gum::GammaLog2::_log_sqrt_2pi_
static constexpr double _log_sqrt_2pi_
The value of std::log ( std::sqrt(2pi) ).
Definition
gammaLog2.h:140
gum::GammaLog2::_inv_log2_
static constexpr double _inv_log2_
The value of 1 / std::log(2).
Definition
gammaLog2.h:137
gum::GammaLog2::_requires_precision_
bool _requires_precision_
Indicates whether we need more precision for small values.
Definition
gammaLog2.h:134
gum::GammaLog2::gammaLog2
double gammaLog2(double x) const
Returns log2 ( gamma (x) ) for x >= 0.
Definition
gammaLog2_inl.h:54
gum::GammaLog2::_small_values_
static const std::vector< double > _small_values_
The 5000 values from 0 to 50 by step of 1/100.
Definition
gammaLog2.h:143
gum::GammaLog2::operator()
double operator()(double x) const
Returns log2 ( gamma (x) ) for x > 0.
Definition
gammaLog2_inl.h:79
gum::GammaLog2::setPrecision
void setPrecision(bool p)
Sets whether we need more precision for small values.
Definition
gammaLog2_inl.h:81
OutOfBounds
Exception : out of bound.
GUM_ERROR
#define GUM_ERROR(type, msg)
Definition
exceptions.h:76
gammaLog2.h
The class for computing Log2 (Gamma(x)).
gum::Idx
Size Idx
Type for indexes.
Definition
types.h:79
gum
gum is the global namespace for all aGrUM entities
Definition
agrum.h:46
aGrUM
3.2.0
© PHW&CG&others - 2022
DoXyGeN 1.18.0