Add a small test to make sure GradientProblemSolver works correctly. The test makes sure the Rosenbrock function is correctly minimized from the canonical starting point using the default settings. Change-Id: Iea820f976707bde37162981c5db87fac5167ba9e
diff --git a/internal/ceres/CMakeLists.txt b/internal/ceres/CMakeLists.txt index 3108634..f3df974 100644 --- a/internal/ceres/CMakeLists.txt +++ b/internal/ceres/CMakeLists.txt
@@ -263,6 +263,7 @@ CERES_TEST(gradient_checker) CERES_TEST(gradient_checking_cost_function) CERES_TEST(gradient_problem) + CERES_TEST(gradient_problem_solver) CERES_TEST(graph) CERES_TEST(graph_algorithms) CERES_TEST(householder_vector)
diff --git a/internal/ceres/gradient_problem_solver_test.cc b/internal/ceres/gradient_problem_solver_test.cc new file mode 100644 index 0000000..d6332ae --- /dev/null +++ b/internal/ceres/gradient_problem_solver_test.cc
@@ -0,0 +1,76 @@ +// Ceres Solver - A fast non-linear least squares minimizer +// Copyright 2015 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: strandmark@google.com (Petter Strandmark) + +#include "ceres/gradient_problem.h" +#include "ceres/gradient_problem_solver.h" + +#include "gtest/gtest.h" + +namespace ceres { +namespace internal { + +// Rosenbrock function; see http://en.wikipedia.org/wiki/Rosenbrock_function . +class Rosenbrock : public ceres::FirstOrderFunction { + public: + virtual ~Rosenbrock() {} + + virtual bool Evaluate(const double* parameters, + double* cost, + double* gradient) const { + const double x = parameters[0]; + const double y = parameters[1]; + + cost[0] = (1.0 - x) * (1.0 - x) + 100.0 * (y - x * x) * (y - x * x); + if (gradient != NULL) { + gradient[0] = -2.0 * (1.0 - x) - 200.0 * (y - x * x) * 2.0 * x; + gradient[1] = 200.0 * (y - x * x); + } + return true; + } + + virtual int NumParameters() const { return 2; } +}; + +TEST(GradientProblemSolver, SolvesRosenbrockWithDefaultOptions) { + const double expected_tolerance = 1e-9; + double parameters[2] = {-1.2, 0.0}; + + ceres::GradientProblemSolver::Options options; + ceres::GradientProblemSolver::Summary summary; + ceres::GradientProblem problem(new Rosenbrock()); + ceres::Solve(options, problem, parameters, &summary); + + EXPECT_EQ(CONVERGENCE, summary.termination_type); + EXPECT_NEAR(1.0, parameters[0], expected_tolerance); + EXPECT_NEAR(1.0, parameters[1], expected_tolerance); +} + +} // namespace internal +} // namespace ceres