Files
ceres-solver/internal/ceres/iterative_refiner.cc
T
Nikolaus Demmel 7b8f675bfd fix formatting for (non-generated) internal source files
- Change formatting standard to Cpp11. Main difference is not having
  the space between two closing >> for nested templates. We don't
  choose c++14, because older versions of clang-format (version 9
  and earlier) don't know this value yet, and it doesn't make a
  difference in the formatting.
- Apply clang-format to all (non generated) internal source files.
- Manually fix some code sections (clang-format on/off) and c-strings
- Exclude some embedded external files with very different formatting
  (gtest/gmock)
- Add script to format all source files

Change-Id: Ic6cea41575ad6e37c9e136dbce176b0d505dc44d
2020-09-21 02:52:07 +02:00

76 lines
3.0 KiB
C++

// Ceres Solver - A fast non-linear least squares minimizer
// Copyright 2018 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)
#include "ceres/iterative_refiner.h"
#include <string>
#include "Eigen/Core"
#include "ceres/sparse_cholesky.h"
#include "ceres/sparse_matrix.h"
namespace ceres {
namespace internal {
IterativeRefiner::IterativeRefiner(const int max_num_iterations)
: max_num_iterations_(max_num_iterations) {}
IterativeRefiner::~IterativeRefiner() {}
void IterativeRefiner::Allocate(int num_cols) {
residual_.resize(num_cols);
correction_.resize(num_cols);
lhs_x_solution_.resize(num_cols);
}
void IterativeRefiner::Refine(const SparseMatrix& lhs,
const double* rhs_ptr,
SparseCholesky* sparse_cholesky,
double* solution_ptr) {
const int num_cols = lhs.num_cols();
Allocate(num_cols);
ConstVectorRef rhs(rhs_ptr, num_cols);
VectorRef solution(solution_ptr, num_cols);
for (int i = 0; i < max_num_iterations_; ++i) {
// residual = rhs - lhs * solution
lhs_x_solution_.setZero();
lhs.RightMultiply(solution_ptr, lhs_x_solution_.data());
residual_ = rhs - lhs_x_solution_;
// solution += lhs^-1 residual
std::string ignored_message;
sparse_cholesky->Solve(
residual_.data(), correction_.data(), &ignored_message);
solution += correction_;
}
};
} // namespace internal
} // namespace ceres