| 1 | gezelter | 507 | /* | 
| 2 | gezelter | 246 | * Copyright (c) 2005 The University of Notre Dame. All Rights Reserved. | 
| 3 | tim | 71 | * | 
| 4 | gezelter | 246 | * The University of Notre Dame grants you ("Licensee") a | 
| 5 |  |  | * non-exclusive, royalty free, license to use, modify and | 
| 6 |  |  | * redistribute this software in source and binary code form, provided | 
| 7 |  |  | * that the following conditions are met: | 
| 8 |  |  | * | 
| 9 |  |  | * 1. Acknowledgement of the program authors must be made in any | 
| 10 |  |  | *    publication of scientific results based in part on use of the | 
| 11 |  |  | *    program.  An acceptable form of acknowledgement is citation of | 
| 12 |  |  | *    the article in which the program was described (Matthew | 
| 13 |  |  | *    A. Meineke, Charles F. Vardeman II, Teng Lin, Christopher | 
| 14 |  |  | *    J. Fennell and J. Daniel Gezelter, "OOPSE: An Object-Oriented | 
| 15 |  |  | *    Parallel Simulation Engine for Molecular Dynamics," | 
| 16 |  |  | *    J. Comput. Chem. 26, pp. 252-271 (2005)) | 
| 17 |  |  | * | 
| 18 |  |  | * 2. Redistributions of source code must retain the above copyright | 
| 19 |  |  | *    notice, this list of conditions and the following disclaimer. | 
| 20 |  |  | * | 
| 21 |  |  | * 3. Redistributions in binary form must reproduce the above copyright | 
| 22 |  |  | *    notice, this list of conditions and the following disclaimer in the | 
| 23 |  |  | *    documentation and/or other materials provided with the | 
| 24 |  |  | *    distribution. | 
| 25 |  |  | * | 
| 26 |  |  | * This software is provided "AS IS," without a warranty of any | 
| 27 |  |  | * kind. All express or implied conditions, representations and | 
| 28 |  |  | * warranties, including any implied warranty of merchantability, | 
| 29 |  |  | * fitness for a particular purpose or non-infringement, are hereby | 
| 30 |  |  | * excluded.  The University of Notre Dame and its licensors shall not | 
| 31 |  |  | * be liable for any damages suffered by licensee as a result of | 
| 32 |  |  | * using, modifying or distributing the software or its | 
| 33 |  |  | * derivatives. In no event will the University of Notre Dame or its | 
| 34 |  |  | * licensors be liable for any lost revenue, profit or data, or for | 
| 35 |  |  | * direct, indirect, special, consequential, incidental or punitive | 
| 36 |  |  | * damages, however caused and regardless of the theory of liability, | 
| 37 |  |  | * arising out of the use of or inability to use software, even if the | 
| 38 |  |  | * University of Notre Dame has been advised of the possibility of | 
| 39 |  |  | * such damages. | 
| 40 | tim | 71 | */ | 
| 41 | gezelter | 246 |  | 
| 42 | tim | 71 | /** | 
| 43 |  |  | * @file RectMatrix.hpp | 
| 44 |  |  | * @author Teng Lin | 
| 45 |  |  | * @date 10/11/2004 | 
| 46 |  |  | * @version 1.0 | 
| 47 |  |  | */ | 
| 48 |  |  |  | 
| 49 |  |  | #ifndef MATH_RECTMATRIX_HPP | 
| 50 |  |  | #define MATH_RECTMATRIX_HPP | 
| 51 | tim | 253 | #include <math.h> | 
| 52 | tim | 74 | #include <cmath> | 
| 53 | tim | 71 | #include "Vector.hpp" | 
| 54 |  |  |  | 
| 55 |  |  | namespace oopse { | 
| 56 |  |  |  | 
| 57 | gezelter | 507 | /** | 
| 58 |  |  | * @class RectMatrix RectMatrix.hpp "math/RectMatrix.hpp" | 
| 59 |  |  | * @brief rectangular matrix class | 
| 60 |  |  | */ | 
| 61 |  |  | template<typename Real, unsigned int Row, unsigned int Col> | 
| 62 |  |  | class RectMatrix { | 
| 63 |  |  | public: | 
| 64 |  |  | typedef Real ElemType; | 
| 65 |  |  | typedef Real* ElemPoinerType; | 
| 66 | tim | 137 |  | 
| 67 | gezelter | 507 | /** default constructor */ | 
| 68 |  |  | RectMatrix() { | 
| 69 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 70 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 71 |  |  | this->data_[i][j] = 0.0; | 
| 72 |  |  | } | 
| 73 | tim | 71 |  | 
| 74 | gezelter | 507 | /** Constructs and initializes every element of this matrix to a scalar */ | 
| 75 |  |  | RectMatrix(Real s) { | 
| 76 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 77 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 78 |  |  | this->data_[i][j] = s; | 
| 79 |  |  | } | 
| 80 | tim | 71 |  | 
| 81 | gezelter | 507 | RectMatrix(Real* array) { | 
| 82 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 83 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 84 |  |  | this->data_[i][j] = array[i * Row + j]; | 
| 85 |  |  | } | 
| 86 | tim | 151 |  | 
| 87 | gezelter | 507 | /** copy constructor */ | 
| 88 |  |  | RectMatrix(const RectMatrix<Real, Row, Col>& m) { | 
| 89 |  |  | *this = m; | 
| 90 |  |  | } | 
| 91 | tim | 137 |  | 
| 92 | gezelter | 507 | /** destructor*/ | 
| 93 |  |  | ~RectMatrix() {} | 
| 94 | tim | 71 |  | 
| 95 | gezelter | 507 | /** copy assignment operator */ | 
| 96 |  |  | RectMatrix<Real, Row, Col>& operator =(const RectMatrix<Real, Row, Col>& m) { | 
| 97 |  |  | if (this == &m) | 
| 98 |  |  | return *this; | 
| 99 | tim | 137 |  | 
| 100 | gezelter | 507 | for (unsigned int i = 0; i < Row; i++) | 
| 101 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 102 |  |  | this->data_[i][j] = m.data_[i][j]; | 
| 103 |  |  | return *this; | 
| 104 |  |  | } | 
| 105 | tim | 71 |  | 
| 106 | gezelter | 507 | /** | 
| 107 |  |  | * Return the reference of a single element of this matrix. | 
| 108 |  |  | * @return the reference of a single element of this matrix | 
| 109 |  |  | * @param i row index | 
| 110 |  |  | * @param j Column index | 
| 111 |  |  | */ | 
| 112 |  |  | Real& operator()(unsigned int i, unsigned int j) { | 
| 113 |  |  | //assert( i < Row && j < Col); | 
| 114 |  |  | return this->data_[i][j]; | 
| 115 |  |  | } | 
| 116 | tim | 71 |  | 
| 117 | gezelter | 507 | /** | 
| 118 |  |  | * Return the value of a single element of this matrix. | 
| 119 |  |  | * @return the value of a single element of this matrix | 
| 120 |  |  | * @param i row index | 
| 121 |  |  | * @param j Column index | 
| 122 |  |  | */ | 
| 123 |  |  | Real operator()(unsigned int i, unsigned int j) const  { | 
| 124 | tim | 137 |  | 
| 125 | gezelter | 507 | return this->data_[i][j]; | 
| 126 |  |  | } | 
| 127 | tim | 71 |  | 
| 128 | gezelter | 507 | /** | 
| 129 |  |  | * Copy the internal data to an array | 
| 130 |  |  | * @param array the pointer of destination array | 
| 131 |  |  | */ | 
| 132 |  |  | void getArray(Real* array) { | 
| 133 |  |  | for (unsigned int i = 0; i < Row; i++) { | 
| 134 |  |  | for (unsigned int j = 0; j < Col; j++) { | 
| 135 |  |  | array[i * Row + j] = this->data_[i][j]; | 
| 136 |  |  | } | 
| 137 |  |  | } | 
| 138 |  |  | } | 
| 139 | tim | 151 |  | 
| 140 |  |  |  | 
| 141 | gezelter | 507 | /** Returns the pointer of internal array */ | 
| 142 |  |  | Real* getArrayPointer() { | 
| 143 |  |  | return &this->data_[0][0]; | 
| 144 |  |  | } | 
| 145 | tim | 71 |  | 
| 146 | gezelter | 507 | /** | 
| 147 |  |  | * Returns a row of  this matrix as a vector. | 
| 148 |  |  | * @return a row of  this matrix as a vector | 
| 149 |  |  | * @param row the row index | 
| 150 |  |  | */ | 
| 151 |  |  | Vector<Real, Row> getRow(unsigned int row) { | 
| 152 |  |  | Vector<Real, Row> v; | 
| 153 | tim | 71 |  | 
| 154 | tim | 891 | for (unsigned int i = 0; i < Col; i++) | 
| 155 | gezelter | 507 | v[i] = this->data_[row][i]; | 
| 156 | tim | 71 |  | 
| 157 | gezelter | 507 | return v; | 
| 158 |  |  | } | 
| 159 | tim | 71 |  | 
| 160 | gezelter | 507 | /** | 
| 161 |  |  | * Sets a row of  this matrix | 
| 162 |  |  | * @param row the row index | 
| 163 |  |  | * @param v the vector to be set | 
| 164 |  |  | */ | 
| 165 |  |  | void setRow(unsigned int row, const Vector<Real, Row>& v) { | 
| 166 | tim | 71 |  | 
| 167 | tim | 891 | for (unsigned int i = 0; i < Col; i++) | 
| 168 | gezelter | 507 | this->data_[row][i] = v[i]; | 
| 169 |  |  | } | 
| 170 | tim | 71 |  | 
| 171 | gezelter | 507 | /** | 
| 172 |  |  | * Returns a column of  this matrix as a vector. | 
| 173 |  |  | * @return a column of  this matrix as a vector | 
| 174 |  |  | * @param col the column index | 
| 175 |  |  | */ | 
| 176 |  |  | Vector<Real, Col> getColumn(unsigned int col) { | 
| 177 |  |  | Vector<Real, Col> v; | 
| 178 | tim | 71 |  | 
| 179 | tim | 891 | for (unsigned int j = 0; j < Row; j++) | 
| 180 | gezelter | 507 | v[j] = this->data_[j][col]; | 
| 181 | tim | 71 |  | 
| 182 | gezelter | 507 | return v; | 
| 183 |  |  | } | 
| 184 | tim | 71 |  | 
| 185 | gezelter | 507 | /** | 
| 186 |  |  | * Sets a column of  this matrix | 
| 187 |  |  | * @param col the column index | 
| 188 |  |  | * @param v the vector to be set | 
| 189 |  |  | */ | 
| 190 |  |  | void setColumn(unsigned int col, const Vector<Real, Col>& v){ | 
| 191 | tim | 71 |  | 
| 192 | tim | 891 | for (unsigned int j = 0; j < Row; j++) | 
| 193 | gezelter | 507 | this->data_[j][col] = v[j]; | 
| 194 |  |  | } | 
| 195 | tim | 101 |  | 
| 196 | gezelter | 507 | /** | 
| 197 |  |  | * swap two rows of this matrix | 
| 198 |  |  | * @param i the first row | 
| 199 |  |  | * @param j the second row | 
| 200 |  |  | */ | 
| 201 |  |  | void swapRow(unsigned int i, unsigned int j){ | 
| 202 |  |  | assert(i < Row && j < Row); | 
| 203 | tim | 101 |  | 
| 204 | gezelter | 507 | for (unsigned int k = 0; k < Col; k++) | 
| 205 |  |  | std::swap(this->data_[i][k], this->data_[j][k]); | 
| 206 |  |  | } | 
| 207 | tim | 101 |  | 
| 208 | gezelter | 507 | /** | 
| 209 |  |  | * swap two Columns of this matrix | 
| 210 |  |  | * @param i the first Column | 
| 211 |  |  | * @param j the second Column | 
| 212 |  |  | */ | 
| 213 |  |  | void swapColumn(unsigned int i, unsigned int j){ | 
| 214 |  |  | assert(i < Col && j < Col); | 
| 215 | tim | 137 |  | 
| 216 | gezelter | 507 | for (unsigned int k = 0; k < Row; k++) | 
| 217 |  |  | std::swap(this->data_[k][i], this->data_[k][j]); | 
| 218 |  |  | } | 
| 219 | tim | 71 |  | 
| 220 | gezelter | 507 | /** | 
| 221 |  |  | * Tests if this matrix is identical to matrix m | 
| 222 |  |  | * @return true if this matrix is equal to the matrix m, return false otherwise | 
| 223 |  |  | * @m matrix to be compared | 
| 224 |  |  | * | 
| 225 |  |  | * @todo replace operator == by template function equal | 
| 226 |  |  | */ | 
| 227 |  |  | bool operator ==(const RectMatrix<Real, Row, Col>& m) { | 
| 228 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 229 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 230 |  |  | if (!equal(this->data_[i][j], m.data_[i][j])) | 
| 231 |  |  | return false; | 
| 232 | tim | 71 |  | 
| 233 | gezelter | 507 | return true; | 
| 234 |  |  | } | 
| 235 | tim | 71 |  | 
| 236 | gezelter | 507 | /** | 
| 237 |  |  | * Tests if this matrix is not equal to matrix m | 
| 238 |  |  | * @return true if this matrix is not equal to the matrix m, return false otherwise | 
| 239 |  |  | * @m matrix to be compared | 
| 240 |  |  | */ | 
| 241 |  |  | bool operator !=(const RectMatrix<Real, Row, Col>& m) { | 
| 242 |  |  | return !(*this == m); | 
| 243 |  |  | } | 
| 244 | tim | 71 |  | 
| 245 | gezelter | 507 | /** Negates the value of this matrix in place. */ | 
| 246 |  |  | inline void negate() { | 
| 247 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 248 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 249 |  |  | this->data_[i][j] = -this->data_[i][j]; | 
| 250 |  |  | } | 
| 251 | tim | 137 |  | 
| 252 | gezelter | 507 | /** | 
| 253 |  |  | * Sets the value of this matrix to the negation of matrix m. | 
| 254 |  |  | * @param m the source matrix | 
| 255 |  |  | */ | 
| 256 |  |  | inline void negate(const RectMatrix<Real, Row, Col>& m) { | 
| 257 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 258 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 259 |  |  | this->data_[i][j] = -m.data_[i][j]; | 
| 260 |  |  | } | 
| 261 | tim | 137 |  | 
| 262 | gezelter | 507 | /** | 
| 263 |  |  | * Sets the value of this matrix to the sum of itself and m (*this += m). | 
| 264 |  |  | * @param m the other matrix | 
| 265 |  |  | */ | 
| 266 |  |  | inline void add( const RectMatrix<Real, Row, Col>& m ) { | 
| 267 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 268 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 269 |  |  | this->data_[i][j] += m.data_[i][j]; | 
| 270 |  |  | } | 
| 271 | tim | 137 |  | 
| 272 | gezelter | 507 | /** | 
| 273 |  |  | * Sets the value of this matrix to the sum of m1 and m2 (*this = m1 + m2). | 
| 274 |  |  | * @param m1 the first matrix | 
| 275 |  |  | * @param m2 the second matrix | 
| 276 |  |  | */ | 
| 277 |  |  | inline void add( const RectMatrix<Real, Row, Col>& m1, const RectMatrix<Real, Row, Col>& m2 ) { | 
| 278 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 279 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 280 |  |  | this->data_[i][j] = m1.data_[i][j] + m2.data_[i][j]; | 
| 281 |  |  | } | 
| 282 | tim | 137 |  | 
| 283 | gezelter | 507 | /** | 
| 284 |  |  | * Sets the value of this matrix to the difference  of itself and m (*this -= m). | 
| 285 |  |  | * @param m the other matrix | 
| 286 |  |  | */ | 
| 287 |  |  | inline void sub( const RectMatrix<Real, Row, Col>& m ) { | 
| 288 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 289 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 290 |  |  | this->data_[i][j] -= m.data_[i][j]; | 
| 291 |  |  | } | 
| 292 | tim | 137 |  | 
| 293 | gezelter | 507 | /** | 
| 294 |  |  | * Sets the value of this matrix to the difference of matrix m1 and m2 (*this = m1 - m2). | 
| 295 |  |  | * @param m1 the first matrix | 
| 296 |  |  | * @param m2 the second matrix | 
| 297 |  |  | */ | 
| 298 |  |  | inline void sub( const RectMatrix<Real, Row, Col>& m1, const RectMatrix<Real, Row, Col>& m2){ | 
| 299 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 300 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 301 |  |  | this->data_[i][j] = m1.data_[i][j] - m2.data_[i][j]; | 
| 302 |  |  | } | 
| 303 | tim | 71 |  | 
| 304 | gezelter | 507 | /** | 
| 305 |  |  | * Sets the value of this matrix to the scalar multiplication of itself (*this *= s). | 
| 306 |  |  | * @param s the scalar value | 
| 307 |  |  | */ | 
| 308 |  |  | inline void mul( Real s ) { | 
| 309 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 310 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 311 |  |  | this->data_[i][j] *= s; | 
| 312 |  |  | } | 
| 313 | tim | 71 |  | 
| 314 | gezelter | 507 | /** | 
| 315 |  |  | * Sets the value of this matrix to the scalar multiplication of matrix m  (*this = s * m). | 
| 316 |  |  | * @param s the scalar value | 
| 317 |  |  | * @param m the matrix | 
| 318 |  |  | */ | 
| 319 |  |  | inline void mul( Real s, const RectMatrix<Real, Row, Col>& m ) { | 
| 320 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 321 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 322 |  |  | this->data_[i][j] = s * m.data_[i][j]; | 
| 323 |  |  | } | 
| 324 | tim | 71 |  | 
| 325 | gezelter | 507 | /** | 
| 326 |  |  | * Sets the value of this matrix to the scalar division of itself  (*this /= s ). | 
| 327 |  |  | * @param s the scalar value | 
| 328 |  |  | */ | 
| 329 |  |  | inline void div( Real s) { | 
| 330 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 331 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 332 |  |  | this->data_[i][j] /= s; | 
| 333 |  |  | } | 
| 334 | tim | 71 |  | 
| 335 | gezelter | 507 | /** | 
| 336 |  |  | * Sets the value of this matrix to the scalar division of matrix m  (*this = m /s). | 
| 337 |  |  | * @param s the scalar value | 
| 338 |  |  | * @param m the matrix | 
| 339 |  |  | */ | 
| 340 |  |  | inline void div( Real s, const RectMatrix<Real, Row, Col>& m ) { | 
| 341 |  |  | for (unsigned int i = 0; i < Row; i++) | 
| 342 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 343 |  |  | this->data_[i][j] = m.data_[i][j] / s; | 
| 344 |  |  | } | 
| 345 | tim | 71 |  | 
| 346 | gezelter | 507 | /** | 
| 347 |  |  | *  Multiples a scalar into every element of this matrix. | 
| 348 |  |  | * @param s the scalar value | 
| 349 |  |  | */ | 
| 350 |  |  | RectMatrix<Real, Row, Col>& operator *=(const Real s) { | 
| 351 |  |  | this->mul(s); | 
| 352 |  |  | return *this; | 
| 353 |  |  | } | 
| 354 | tim | 71 |  | 
| 355 | gezelter | 507 | /** | 
| 356 |  |  | *  Divides every element of this matrix by a scalar. | 
| 357 |  |  | * @param s the scalar value | 
| 358 |  |  | */ | 
| 359 |  |  | RectMatrix<Real, Row, Col>& operator /=(const Real s) { | 
| 360 |  |  | this->div(s); | 
| 361 |  |  | return *this; | 
| 362 |  |  | } | 
| 363 | tim | 71 |  | 
| 364 | gezelter | 507 | /** | 
| 365 |  |  | * Sets the value of this matrix to the sum of the other matrix and itself (*this += m). | 
| 366 |  |  | * @param m the other matrix | 
| 367 |  |  | */ | 
| 368 |  |  | RectMatrix<Real, Row, Col>& operator += (const RectMatrix<Real, Row, Col>& m) { | 
| 369 |  |  | add(m); | 
| 370 |  |  | return *this; | 
| 371 |  |  | } | 
| 372 | tim | 71 |  | 
| 373 | gezelter | 507 | /** | 
| 374 |  |  | * Sets the value of this matrix to the differerence of itself and the other matrix (*this -= m) | 
| 375 |  |  | * @param m the other matrix | 
| 376 |  |  | */ | 
| 377 |  |  | RectMatrix<Real, Row, Col>& operator -= (const RectMatrix<Real, Row, Col>& m){ | 
| 378 |  |  | sub(m); | 
| 379 |  |  | return *this; | 
| 380 |  |  | } | 
| 381 | tim | 71 |  | 
| 382 | gezelter | 507 | /** Return the transpose of this matrix */ | 
| 383 |  |  | RectMatrix<Real,  Col, Row> transpose() const{ | 
| 384 |  |  | RectMatrix<Real,  Col, Row> result; | 
| 385 | tim | 137 |  | 
| 386 | gezelter | 507 | for (unsigned int i = 0; i < Row; i++) | 
| 387 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 388 |  |  | result(j, i) = this->data_[i][j]; | 
| 389 | tim | 137 |  | 
| 390 | gezelter | 507 | return result; | 
| 391 |  |  | } | 
| 392 | tim | 891 |  | 
| 393 |  |  | template<class MatrixType> | 
| 394 |  |  | void setSubMatrix(unsigned int beginRow, unsigned int beginCol, const MatrixType& m) { | 
| 395 |  |  | assert(beginRow + m.getNRow() -1 <= getNRow()); | 
| 396 |  |  | assert(beginCol + m.getNCol() -1 <= getNCol()); | 
| 397 |  |  |  | 
| 398 |  |  | for (unsigned int i = 0; i < m.getNRow(); ++i) | 
| 399 |  |  | for (unsigned int j = 0; j < m.getNCol(); ++j) | 
| 400 |  |  | this->data_[beginRow+i][beginCol+j] = m(i, j); | 
| 401 |  |  | } | 
| 402 |  |  |  | 
| 403 |  |  | template<class MatrixType> | 
| 404 |  |  | void getSubMatrix(unsigned int beginRow, unsigned int beginCol, MatrixType& m) { | 
| 405 |  |  | assert(beginRow + m.getNRow() -1 <= getNRow()); | 
| 406 |  |  | assert(beginCol + m.getNCol() - 1 <= getNCol()); | 
| 407 |  |  |  | 
| 408 |  |  | for (unsigned int i = 0; i < m.getNRow(); ++i) | 
| 409 |  |  | for (unsigned int j = 0; j < m.getNCol(); ++j) | 
| 410 |  |  | m(i, j) = this->data_[beginRow+i][beginCol+j]; | 
| 411 |  |  | } | 
| 412 |  |  |  | 
| 413 |  |  | unsigned int getNRow() const {return Row;} | 
| 414 |  |  | unsigned int getNCol() const {return Col;} | 
| 415 |  |  |  | 
| 416 | gezelter | 507 | protected: | 
| 417 |  |  | Real data_[Row][Col]; | 
| 418 |  |  | }; | 
| 419 | tim | 71 |  | 
| 420 | gezelter | 507 | /** Negate the value of every element of this matrix. */ | 
| 421 |  |  | template<typename Real, unsigned int Row, unsigned int Col> | 
| 422 |  |  | inline RectMatrix<Real, Row, Col> operator -(const RectMatrix<Real, Row, Col>& m) { | 
| 423 |  |  | RectMatrix<Real, Row, Col> result(m); | 
| 424 | tim | 71 |  | 
| 425 | gezelter | 507 | result.negate(); | 
| 426 | tim | 71 |  | 
| 427 | gezelter | 507 | return result; | 
| 428 |  |  | } | 
| 429 | tim | 71 |  | 
| 430 | gezelter | 507 | /** | 
| 431 |  |  | * Return the sum of two matrixes  (m1 + m2). | 
| 432 |  |  | * @return the sum of two matrixes | 
| 433 |  |  | * @param m1 the first matrix | 
| 434 |  |  | * @param m2 the second matrix | 
| 435 |  |  | */ | 
| 436 |  |  | template<typename Real, unsigned int Row, unsigned int Col> | 
| 437 |  |  | inline RectMatrix<Real, Row, Col> operator + (const RectMatrix<Real, Row, Col>& m1,const RectMatrix<Real, Row, Col>& m2) { | 
| 438 |  |  | RectMatrix<Real, Row, Col> result; | 
| 439 | tim | 71 |  | 
| 440 | gezelter | 507 | result.add(m1, m2); | 
| 441 | tim | 71 |  | 
| 442 | gezelter | 507 | return result; | 
| 443 |  |  | } | 
| 444 | tim | 71 |  | 
| 445 | gezelter | 507 | /** | 
| 446 |  |  | * Return the difference of two matrixes  (m1 - m2). | 
| 447 |  |  | * @return the sum of two matrixes | 
| 448 |  |  | * @param m1 the first matrix | 
| 449 |  |  | * @param m2 the second matrix | 
| 450 |  |  | */ | 
| 451 |  |  | template<typename Real, unsigned int Row, unsigned int Col> | 
| 452 |  |  | inline RectMatrix<Real, Row, Col> operator - (const RectMatrix<Real, Row, Col>& m1, const RectMatrix<Real, Row, Col>& m2) { | 
| 453 |  |  | RectMatrix<Real, Row, Col> result; | 
| 454 | tim | 71 |  | 
| 455 | gezelter | 507 | result.sub(m1, m2); | 
| 456 | tim | 71 |  | 
| 457 | gezelter | 507 | return result; | 
| 458 |  |  | } | 
| 459 | tim | 71 |  | 
| 460 | gezelter | 507 | /** | 
| 461 |  |  | * Return the multiplication of scalra and  matrix  (m * s). | 
| 462 |  |  | * @return the multiplication of a scalra and  a matrix | 
| 463 |  |  | * @param m the matrix | 
| 464 |  |  | * @param s the scalar | 
| 465 |  |  | */ | 
| 466 |  |  | template<typename Real, unsigned int Row, unsigned int Col> | 
| 467 |  |  | inline RectMatrix<Real, Row, Col> operator *(const RectMatrix<Real, Row, Col>& m, Real s) { | 
| 468 |  |  | RectMatrix<Real, Row, Col> result; | 
| 469 | tim | 71 |  | 
| 470 | gezelter | 507 | result.mul(s, m); | 
| 471 | tim | 71 |  | 
| 472 | gezelter | 507 | return result; | 
| 473 |  |  | } | 
| 474 | tim | 71 |  | 
| 475 | gezelter | 507 | /** | 
| 476 |  |  | * Return the multiplication of a scalra and  a matrix  (s * m). | 
| 477 |  |  | * @return the multiplication of a scalra and  a matrix | 
| 478 |  |  | * @param s the scalar | 
| 479 |  |  | * @param m the matrix | 
| 480 |  |  | */ | 
| 481 |  |  | template<typename Real, unsigned int Row, unsigned int Col> | 
| 482 |  |  | inline RectMatrix<Real, Row, Col> operator *(Real s, const RectMatrix<Real, Row, Col>& m) { | 
| 483 |  |  | RectMatrix<Real, Row, Col> result; | 
| 484 | tim | 71 |  | 
| 485 | gezelter | 507 | result.mul(s, m); | 
| 486 | tim | 71 |  | 
| 487 | gezelter | 507 | return result; | 
| 488 |  |  | } | 
| 489 | tim | 71 |  | 
| 490 | gezelter | 507 | /** | 
| 491 |  |  | * Return the multiplication of two matrixes  (m1 * m2). | 
| 492 |  |  | * @return the multiplication of two matrixes | 
| 493 |  |  | * @param m1 the first matrix | 
| 494 |  |  | * @param m2 the second matrix | 
| 495 |  |  | */ | 
| 496 |  |  | template<typename Real, unsigned int Row, unsigned int Col, unsigned int SameDim> | 
| 497 |  |  | inline RectMatrix<Real, Row, Col> operator *(const RectMatrix<Real, Row, SameDim>& m1, const RectMatrix<Real, SameDim, Col>& m2) { | 
| 498 |  |  | RectMatrix<Real, Row, Col> result; | 
| 499 | tim | 71 |  | 
| 500 | gezelter | 507 | for (unsigned int i = 0; i < Row; i++) | 
| 501 |  |  | for (unsigned int j = 0; j < Col; j++) | 
| 502 |  |  | for (unsigned int k = 0; k < SameDim; k++) | 
| 503 |  |  | result(i, j)  += m1(i, k) * m2(k, j); | 
| 504 | tim | 71 |  | 
| 505 | gezelter | 507 | return result; | 
| 506 |  |  | } | 
| 507 | tim | 71 |  | 
| 508 | gezelter | 507 | /** | 
| 509 |  |  | * Return the multiplication of  a matrix and a vector  (m * v). | 
| 510 |  |  | * @return the multiplication of a matrix and a vector | 
| 511 |  |  | * @param m the matrix | 
| 512 |  |  | * @param v the vector | 
| 513 |  |  | */ | 
| 514 |  |  | template<typename Real, unsigned int Row, unsigned int Col> | 
| 515 |  |  | inline Vector<Real, Row> operator *(const RectMatrix<Real, Row, Col>& m, const Vector<Real, Col>& v) { | 
| 516 |  |  | Vector<Real, Row> result; | 
| 517 | tim | 71 |  | 
| 518 | gezelter | 507 | for (unsigned int i = 0; i < Row ; i++) | 
| 519 |  |  | for (unsigned int j = 0; j < Col ; j++) | 
| 520 |  |  | result[i] += m(i, j) * v[j]; | 
| 521 | tim | 71 |  | 
| 522 | gezelter | 507 | return result; | 
| 523 |  |  | } | 
| 524 | tim | 71 |  | 
| 525 | gezelter | 507 | /** | 
| 526 |  |  | * Return the scalar division of matrix   (m / s). | 
| 527 |  |  | * @return the scalar division of matrix | 
| 528 |  |  | * @param m the matrix | 
| 529 |  |  | * @param s the scalar | 
| 530 |  |  | */ | 
| 531 |  |  | template<typename Real, unsigned int Row, unsigned int Col> | 
| 532 |  |  | inline RectMatrix<Real, Row, Col> operator /(const RectMatrix<Real, Row, Col>& m, Real s) { | 
| 533 |  |  | RectMatrix<Real, Row, Col> result; | 
| 534 | tim | 71 |  | 
| 535 | gezelter | 507 | result.div(s, m); | 
| 536 | tim | 71 |  | 
| 537 | gezelter | 507 | return result; | 
| 538 |  |  | } | 
| 539 | tim | 93 |  | 
| 540 | gezelter | 507 | /** | 
| 541 |  |  | * Write to an output stream | 
| 542 |  |  | */ | 
| 543 |  |  | template<typename Real,  unsigned int Row, unsigned int Col> | 
| 544 |  |  | std::ostream &operator<< ( std::ostream& o, const RectMatrix<Real, Row, Col>& m) { | 
| 545 |  |  | for (unsigned int i = 0; i < Row ; i++) { | 
| 546 |  |  | o << "("; | 
| 547 |  |  | for (unsigned int j = 0; j < Col ; j++) { | 
| 548 |  |  | o << m(i, j); | 
| 549 |  |  | if (j != Col -1) | 
| 550 |  |  | o << "\t"; | 
| 551 |  |  | } | 
| 552 |  |  | o << ")" << std::endl; | 
| 553 |  |  | } | 
| 554 |  |  | return o; | 
| 555 |  |  | } | 
| 556 | tim | 71 | } | 
| 557 |  |  | #endif //MATH_RECTMATRIX_HPP |