aboutsummaryrefslogtreecommitdiffhomepage
path: root/Eigen/src/Core/Random.h
blob: 4d6a21da4686225fa1f0a89929e04531eb621002 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
// This file is part of Eigen, a lightweight C++ template library
// for linear algebra. Eigen itself is part of the KDE project.
//
// Copyright (C) 2006-2008 Benoit Jacob <jacob@math.jussieu.fr>
//
// Eigen is free software; you can redistribute it and/or
// modify it under the terms of the GNU Lesser General Public
// License as published by the Free Software Foundation; either
// version 3 of the License, or (at your option) any later version.
//
// Alternatively, you can redistribute it and/or
// modify it under the terms of the GNU General Public License as
// published by the Free Software Foundation; either version 2 of
// the License, or (at your option) any later version.
//
// Eigen is distributed in the hope that it will be useful, but WITHOUT ANY
// WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
// FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License or the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU Lesser General Public
// License and a copy of the GNU General Public License along with
// Eigen. If not, see <http://www.gnu.org/licenses/>.

#ifndef EIGEN_RANDOM_H
#define EIGEN_RANDOM_H

/** \class Random
  *
  * \brief Expression of a random matrix or vector.
  *
  * \sa MatrixBase::random(), MatrixBase::random(int), MatrixBase::random(int,int),
  *     MatrixBase::setRandom()
  */
template<typename MatrixType>
struct ei_traits<Random<MatrixType> >
{
  typedef typename ei_traits<MatrixType>::Scalar Scalar;
  enum {
    RowsAtCompileTime = ei_traits<MatrixType>::RowsAtCompileTime,
    ColsAtCompileTime = ei_traits<MatrixType>::ColsAtCompileTime,
    MaxRowsAtCompileTime = ei_traits<MatrixType>::MaxRowsAtCompileTime,
    MaxColsAtCompileTime = ei_traits<MatrixType>::MaxColsAtCompileTime,
    Flags = (ei_traits<MatrixType>::Flags | EvalBeforeNestingBit) & ~VectorizableBit,
    CoeffReadCost = 2 * NumTraits<Scalar>::MulCost // FIXME: arbitrary value
  };
};

template<typename MatrixType> class Random : ei_no_assignment_operator,
  public MatrixBase<Random<MatrixType> >
{
  public:

    EIGEN_GENERIC_PUBLIC_INTERFACE(Random)

  private:

    int _rows() const { return m_rows.value(); }
    int _cols() const { return m_cols.value(); }

    const Scalar _coeff(int, int) const
    {
      return ei_random<Scalar>();
    }

  public:

    Random(int rows, int cols) : m_rows(rows), m_cols(cols)
    {
      ei_assert(rows > 0
          && (RowsAtCompileTime == Dynamic || RowsAtCompileTime == rows)
          && cols > 0
          && (ColsAtCompileTime == Dynamic || ColsAtCompileTime == cols));
    }

  protected:
    const ei_int_if_dynamic<RowsAtCompileTime> m_rows;
    const ei_int_if_dynamic<ColsAtCompileTime> m_cols;
};

/** \returns a random matrix (not an expression, the matrix is immediately evaluated).
  *
  * The parameters \a rows and \a cols are the number of rows and of columns of
  * the returned matrix. Must be compatible with this MatrixBase type.
  *
  * This variant is meant to be used for dynamic-size matrix types. For fixed-size types,
  * it is redundant to pass \a rows and \a cols as arguments, so ei_random() should be used
  * instead.
  *
  * Example: \include MatrixBase_random_int_int.cpp
  * Output: \verbinclude MatrixBase_random_int_int.out
  *
  * \sa ei_random(), ei_random(int)
  */
template<typename Derived>
const Random<Derived>
MatrixBase<Derived>::random(int rows, int cols)
{
  return Random<Derived>(rows, cols);
}

/** \returns a random vector (not an expression, the vector is immediately evaluated).
  *
  * The parameter \a size is the size of the returned vector.
  * Must be compatible with this MatrixBase type.
  *
  * \only_for_vectors
  *
  * This variant is meant to be used for dynamic-size vector types. For fixed-size types,
  * it is redundant to pass \a size as argument, so ei_random() should be used
  * instead.
  *
  * Example: \include MatrixBase_random_int.cpp
  * Output: \verbinclude MatrixBase_random_int.out
  *
  * \sa ei_random(), ei_random(int,int)
  */
template<typename Derived>
const Random<Derived>
MatrixBase<Derived>::random(int size)
{
  ei_assert(IsVectorAtCompileTime);
  if(RowsAtCompileTime == 1) return Random<Derived>(1, size);
  else return Random<Derived>(size, 1);
}

/** \returns a fixed-size random matrix or vector
  * (not an expression, the matrix is immediately evaluated).
  *
  * This variant is only for fixed-size MatrixBase types. For dynamic-size types, you
  * need to use the variants taking size arguments.
  *
  * Example: \include MatrixBase_random.cpp
  * Output: \verbinclude MatrixBase_random.out
  *
  * \sa ei_random(int), ei_random(int,int)
  */
template<typename Derived>
const Random<Derived>
MatrixBase<Derived>::random()
{
  return Random<Derived>(RowsAtCompileTime, ColsAtCompileTime);
}

/** Sets all coefficients in this expression to random values.
  *
  * Example: \include MatrixBase_setRandom.cpp
  * Output: \verbinclude MatrixBase_setRandom.out
  *
  * \sa class Random, ei_random()
  */
template<typename Derived>
Derived& MatrixBase<Derived>::setRandom()
{
  return *this = Random<Derived>(rows(), cols());
}

#endif // EIGEN_RANDOM_H