// Ceres Solver - A fast non-linear least squares minimizer // Copyright 2023 Google Inc. All rights reserved. // http://ceres-solver.org/ // // 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_FUNCTION_SAMPLE_H_ #define CERES_INTERNAL_FUNCTION_SAMPLE_H_ #include #include "ceres/internal/disable_warnings.h" #include "ceres/internal/eigen.h" #include "ceres/internal/export.h" namespace ceres::internal { // FunctionSample is used by the line search routines to store and // communicate the value and (optionally) the gradient of the function // being minimized. // // Since line search as the name implies happens along a certain // line/direction. FunctionSample contains the information in two // ways. Information in the ambient space and information along the // direction of search. struct CERES_NO_EXPORT FunctionSample { FunctionSample(); FunctionSample(double x, double value); FunctionSample(double x, double value, double gradient); std::string ToDebugString() const; // x is the location of the sample along the search direction. double x; // Let p be a point and d be the search direction then // // vector_x = p + x * d; Vector vector_x; // True if vector_x has been assigned a valid value. bool vector_x_is_valid; // value = f(vector_x) double value; // True of the evaluation was successful and value is a finite // number. bool value_is_valid; // vector_gradient = Df(vector_position); // // D is the derivative operator. Vector vector_gradient; // True if the vector gradient was evaluated and the evaluation was // successful (the value is a finite number). bool vector_gradient_is_valid; // gradient = d.transpose() * vector_gradient // // where d is the search direction. double gradient; // True if the evaluation of the gradient was successful and the // value is a finite number. bool gradient_is_valid; }; } // namespace ceres::internal #include "ceres/internal/reenable_warnings.h" #endif // CERES_INTERNAL_FUNCTION_SAMPLE_H_