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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231
|
/* Copyright (c) 2020, Dyssol Development Team. All rights reserved. This file is part of Dyssol. See LICENSE file for license information. */
#include "Matrix2D.h"
#include "ThreadPool.h"
#include <numeric>
#include <algorithm>
#include <iterator>
CMatrix2D::CMatrix2D()
{
m_rows = 0;
m_cols = 0;
}
CMatrix2D::CMatrix2D(size_t _rows, size_t _cols)
{
m_data.resize(_rows, d_vect_t(_cols, 0));
m_rows = _rows;
m_cols = _cols;
}
void CMatrix2D::Resize(size_t _rows, size_t _cols)
{
if (_rows == m_rows && _cols == m_cols) return;
m_data.assign(_rows, d_vect_t(_cols, 0.0));
m_rows = _rows;
m_cols = _cols;
}
void CMatrix2D::Assign(size_t _rows, size_t _cols, double _val)
{
Resize(_rows, _cols);
Fill(_val);
}
size_t CMatrix2D::Rows() const
{
return m_rows;
}
size_t CMatrix2D::Cols() const
{
return m_cols;
}
CMatrix2D::d_vect_t& CMatrix2D::operator[](size_t _row)
{
return m_data[_row];
}
const CMatrix2D::d_vect_t& CMatrix2D::operator[](size_t _row) const
{
return m_data[_row];
}
CMatrix2D::d_vect_t CMatrix2D::GetRow(size_t _row) const
{
if (_row >= m_rows) return {};
return m_data[_row];
}
CMatrix2D::d_vect_t CMatrix2D::GetCol(size_t _col) const
{
if (_col >= m_cols) return {};
d_vect_t res(m_rows);
for (size_t i = 0; i < m_rows; ++i)
res[i] = m_data[i][_col];
return res;
}
CMatrix2D::d_matr_t CMatrix2D::GetMatrix() const
{
return m_data;
}
void CMatrix2D::SetRow(size_t _row, const d_vect_t& _vector)
{
if (_row >= m_rows || _vector.size() != m_cols) return;
m_data[_row] = _vector;
}
void CMatrix2D::SetCol(size_t _col, const d_vect_t& _vector)
{
if (_col >= m_cols || _vector.size() != m_rows) return;
for (size_t i = 0; i < m_rows; ++i)
m_data[i][_col] = _vector[i];
}
void CMatrix2D::SetMatrix(const d_matr_t& _matrix)
{
if (_matrix.size() != m_rows) return;
for (const auto& row : _matrix)
if (row.size() != m_cols) return;
m_data = _matrix;
}
void CMatrix2D::Fill(double _val)
{
for (auto& row : m_data)
std::fill(row.begin(), row.end(), _val);
}
void CMatrix2D::Clear()
{
m_data.clear();
m_rows = m_cols = 0;
}
CMatrix2D::d_vect_t CMatrix2D::ToVector() const
{
d_vect_t res;
res.reserve(m_rows * m_cols);
for (size_t i = 0; i < m_rows; ++i)
std::copy(m_data[i].begin(), m_data[i].end(), std::back_inserter(res));
return res;
}
void CMatrix2D::Normalize()
{
double sum = 0;
for (auto& row : m_data)
sum += std::accumulate(row.begin(), row.end(), 0.);
if (sum != 0 && sum != 1)
for (auto& row : m_data)
for (auto& val : row)
val /= sum;
}
CMatrix2D CMatrix2D::Identity(size_t _size)
{
CMatrix2D res(_size, _size);
for (size_t i = 0; i < _size; ++i)
res.m_data[i][i] = 1.;
return res;
}
CMatrix2D& CMatrix2D::operator+=(double _val)
{
for (size_t i = 0; i < m_rows; ++i)
for (size_t j = 0; j < m_cols; ++j)
m_data[i][j] += _val;
return *this;
}
CMatrix2D CMatrix2D::operator+(double _val) const
{
return CMatrix2D(*this) += _val;
}
CMatrix2D& CMatrix2D::operator-=(double _val)
{
for (size_t i = 0; i < m_rows; ++i)
for (size_t j = 0; j < m_cols; ++j)
m_data[i][j] -= _val;
return *this;
}
CMatrix2D CMatrix2D::operator-(double _val) const
{
return CMatrix2D(*this) -= _val;
}
CMatrix2D& CMatrix2D::operator/=(double _val)
{
for (size_t i = 0; i < m_rows; ++i)
for (size_t j = 0; j < m_cols; ++j)
m_data[i][j] /= _val;
return *this;
}
CMatrix2D CMatrix2D::operator/(double _val) const
{
return CMatrix2D(*this) /= _val;
}
CMatrix2D& CMatrix2D::operator*=(double _val)
{
for (size_t i = 0; i < m_rows; ++i)
for (size_t j = 0; j < m_cols; ++j)
m_data[i][j] *= _val;
return *this;
}
CMatrix2D CMatrix2D::operator*(double _val) const
{
return CMatrix2D(*this) *= _val;
}
CMatrix2D& CMatrix2D::operator+=(const CMatrix2D& _matrix)
{
if (m_rows != _matrix.m_rows || m_cols != _matrix.m_cols)
throw std::runtime_error("Matrix dimensions are not the same");
for (size_t i = 0; i < m_rows; ++i)
for (size_t j = 0; j < m_cols; ++j)
m_data[i][j] += _matrix[i][j];
return *this;
}
CMatrix2D CMatrix2D::operator+(const CMatrix2D& _matrix) const
{
return CMatrix2D(*this) += _matrix;
}
CMatrix2D& CMatrix2D::operator-=(const CMatrix2D& _matrix)
{
if (m_rows != _matrix.m_rows || m_cols != _matrix.m_cols)
throw std::runtime_error("Matrix dimensions are not the same");
for (size_t i = 0; i < m_rows; ++i)
for (size_t j = 0; j < m_cols; ++j)
m_data[i][j] -= _matrix[i][j];
return *this;
}
CMatrix2D CMatrix2D::operator-(const CMatrix2D& _matrix) const
{
return CMatrix2D(*this) -= _matrix;
}
CMatrix2D CMatrix2D::operator*(const CMatrix2D& _matrix) const
{
if (m_cols != _matrix.m_rows)
throw std::runtime_error("Matrix dimensions are not the same");
CMatrix2D res(m_rows, _matrix.m_cols);
ParallelFor(m_rows, [&](size_t i)
{
for (size_t j = 0; j < _matrix.m_cols; ++j)
for (size_t k = 0; k < m_cols; ++k)
res[i][j] += m_data[i][k] * _matrix.m_data[k][j];
});
return res;
}
|