aGrUM  0.20.3
a C++ library for (probabilistic) graphical models
gammaLog2_inl.h
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1 /**
2  *
3  * Copyright (c) 2005-2021 by Pierre-Henri WUILLEMIN(@LIP6) & Christophe GONZALES(@AMU)
4  * info_at_agrum_dot_org
5  *
6  * This library is free software: you can redistribute it and/or modify
7  * it under the terms of the GNU Lesser General Public License as published by
8  * the Free Software Foundation, either version 3 of the License, or
9  * (at your option) any later version.
10  *
11  * This library is distributed in the hope that it will be useful,
12  * but WITHOUT ANY WARRANTY; without even the implied warranty of
13  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
14  * GNU Lesser General Public License for more details.
15  *
16  * You should have received a copy of the GNU Lesser General Public License
17  * along with this library. If not, see <http://www.gnu.org/licenses/>.
18  *
19  */
20 
21 
22 /**
23  * @file
24  * @brief The class for computing Log2 (Gamma(x)).
25  *
26  * @author Christophe GONZALES(@AMU) and Pierre-Henri WUILLEMIN(@LIP6)
27  */
28 
29 namespace gum {
30 
31  ALWAYS_INLINE double GammaLog2::gammaLog2(double x) const {
32  if (x <= 0) GUM_ERROR(OutOfBounds, "log2(gamma()) should be called with a positive argument")
33 
34  // if x is small, use precomputed values
35  if (x < 50) {
36  if (x >= 0.01) {
38  const Idx index = int(x * 100);
39  return _small_values_[index]
40  + (_small_values_[index + 1] - _small_values_[index]) * double(x * 100 - index);
41  } else {
42  const Idx index = int(x * 100 + 0.5);
43  return _small_values_[index];
44  }
45  } else {
46  // for very small values of x, Gamma(x) is approximately equal to
47  // 1/x. Hence gammaLog2(x) is approximately equal to log2(1/x)
48  return std::log2(1.0 / x);
49  }
50  }
51 
52  // returns the approximation by the stirling formula
53  return (_log_sqrt_2pi_ + (x - 0.5f) * log(x) - x + log(1.0 + 1.0 / (12 * x))) * _inv_log2_;
54  }
55 
56  ALWAYS_INLINE double GammaLog2::operator()(double x) const { return gammaLog2(x); }
57 
59 
60 } /* namespace gum */
INLINE void emplace(Args &&... args)
Definition: set_tpl.h:643