// Ceres Solver - A fast non-linear least squares minimizer // Copyright 2012 Google Inc. All rights reserved. // http://code.google.com/p/ceres-solver/ // // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are met: // // * Redistributions of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // * Redistributions in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // * Neither the name of Google Inc. nor the names of its contributors may be // used to endorse or promote products derived from this software without // specific prior written permission. // // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE // POSSIBILITY OF SUCH DAMAGE. // // Author: sameeragarwal@google.com (Sameer Agarwal) #ifndef CERES_PUBLIC_CRS_MATRIX_H_ #define CERES_PUBLIC_CRS_MATRIX_H_ #include <vector> #include "ceres/internal/port.h" namespace ceres { // A compressed row sparse matrix used primarily for communicating the // Jacobian matrix to the user. struct CRSMatrix { CRSMatrix() : num_rows(0), num_cols(0) {} int num_rows; int num_cols; // A compressed row matrix stores its contents in three arrays, // rows, cols and values. // // rows is a num_rows + 1 sized array that points into the cols and // values array. For each row i: // // cols[rows[i]] ... cols[rows[i + 1] - 1] are the indices of the // non-zero columns of row i. // // values[rows[i]] .. values[rows[i + 1] - 1] are the values of the // corresponding entries. // // cols and values contain as many entries as there are non-zeros in // the matrix. // // e.g, consider the 3x4 sparse matrix // // [ 0 10 0 4 ] // [ 0 2 -3 2 ] // [ 1 2 0 0 ] // // The three arrays will be: // // // -row0- ---row1--- -row2- // rows = [ 0, 2, 5, 7] // cols = [ 1, 3, 1, 2, 3, 0, 1] // values = [10, 4, 2, -3, 2, 1, 2] vector<int> cols; vector<int> rows; vector<double> values; }; } // namespace ceres #endif // CERES_PUBLIC_CRS_MATRIX_H_