tv_admm.h File Reference

Definition of tv_admm class. More...

#include <algorithm>
#include <limits>
#include <utility>
#include "num_collect/base/concepts/dense_matrix.h"
#include "num_collect/base/concepts/dense_vector.h"
#include "num_collect/base/concepts/sparse_matrix.h"
#include "num_collect/base/exception.h"
#include "num_collect/base/index_type.h"
#include "num_collect/base/precondition.h"
#include "num_collect/linear/impl/operator_conjugate_gradient.h"
#include "num_collect/logging/iterations/iteration_logger.h"
#include "num_collect/logging/log_tag_view.h"
#include "num_collect/logging/logging_macros.h"
#include "num_collect/regularization/impl/apply_shrinkage_operator.h"
#include "num_collect/regularization/impl/approximate_max_eigen_aat.h"
#include "num_collect/regularization/impl/weak_coeff_param.h"
#include "num_collect/regularization/iterative_regularized_solver_base.h"

Include dependency graph for tv_admm.h:

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Classes
class	num_collect::regularization::tv_admm< Coeff, DerivativeMatrix, Data >
	Class to solve linear equations with total variation (TV) regularization using the alternating direction method of multipliers (ADMM) [2]. More...

Namespaces
namespace	num_collect
	Namespace of num_collect source codes.
namespace	num_collect::regularization
	Namespace of regularization algorithms.

Variables
constexpr auto	num_collect::regularization::tv_admm_tag
	Tag of tv_admm.

Detailed Description

Definition of tv_admm class.

Definition in file tv_admm.h.