// 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_INTERNAL_TRUST_REGION_MINIMIZER_H_ #define CERES_INTERNAL_TRUST_REGION_MINIMIZER_H_ #include "ceres/minimizer.h" #include "ceres/solver.h" #include "ceres/types.h" namespace ceres { namespace internal { // Generic trust region minimization algorithm. The heavy lifting is // done by a TrustRegionStrategy object passed in as one of the // arguments to the Minimize method. // // For example usage, see SolverImpl::Minimize. class TrustRegionMinimizer : public Minimizer { public: ~TrustRegionMinimizer() {} virtual void Minimize(const Minimizer::Options& options, double* parameters, Solver::Summary* summary); private: void Init(const Minimizer::Options& options); void EstimateScale(const SparseMatrix& jacobian, double* scale) const; CallbackReturnType RunCallbacks(const IterationSummary& iteration_summary); bool MaybeDumpLinearLeastSquaresProblem( const int iteration, const SparseMatrix* jacobian, const double* residuals, const double* step) const; Minimizer::Options options_; }; } // namespace internal } // namespace ceres #endif // CERES_INTERNAL_TRUST_REGION_MINIMIZER_H_