num_collect::opt Namespace Reference

Namespace of optimization algorithms. More...

Namespaces
namespace	concepts
	Namespace of C++ concepts.
namespace	impl
	Namespace of internal implementations.

Classes
class	adaptive_diagonal_curves
	Class of adaptive diagonal curves (ADC) method [27] for optimization. More...
class	annealing_downhill_simplex
	Class of downhill simplex method with simulated annealing [20]. More...
class	annealing_downhill_simplex< ObjectiveFunction >
	Class of downhill simplex method with simulated annealing [20]. More...
class	any_objective_function
	Class to store any type of objects of objective functions. More...
class	any_objective_function< Value(Variable)>
	Class to store any type of objects of objective functions. More...
class	backtracking_line_searcher
	Class to perform backtracking line search. More...
class	backtracking_line_searcher< ObjectiveFunction >
	Class to perform backtracking line search. More...
class	bfgs_optimizer
	Class of quasi-Newton method with Broyden-Fletcher-Goldfarb-Shanno (BFGS) formula. More...
class	conjugate_gradient_optimizer
	Class of conjugate gradient method for optimization. More...
class	descent_method_base
	Base class of implementations of descent methods for optimization. More...
class	dfp_optimizer
	Class of quasi-Newton method with Davidon-Fletcher-Powell (DFP) formula. More...
class	dividing_rectangles
	Class of dividing rectangles (DIRECT) method [12] for optimization. More...
class	downhill_simplex
	Class of downhill simplex method. More...
class	downhill_simplex< ObjectiveFunction >
	Class of downhill simplex method [20]. More...
class	function_object_wrapper
	Wrapper class of a function object to use as an objective function. More...
class	function_object_wrapper< Value(Variable), Function >
	Wrapper class of a function object to use as an objective function. More...
class	gaussian_process_optimizer
	Class of Gaussian process optimization [28], [3]. More...
class	golden_section_search
	Class of golden section search method. More...
class	heuristic_global_optimizer
	Class to perform global optimization using heuristics. More...
class	heuristic_global_optimizer< ObjectiveFunction >
	Class to perform global optimization in 1 dimension using heuristics. More...
class	newton_optimizer
	Class of newton method for optimization. More...
class	optimizer_base
	Base class of implementations of optimization algorithms. More...
class	sampling_optimizer
	Class to perform optimization using samples of objective functions. More...
class	sampling_optimizer< ObjectiveFunction >
	Class to perform optimization using samples of objective functions. More...
class	steepest_descent
	Class of steepest descent method. More...

Functions
template<typename Signature , typename Function >
auto	make_function_object_wrapper (Function &&function) -> function_object_wrapper< Signature, Function >
	Create function_object_wrapper object.

Variables
constexpr auto	adaptive_diagonal_curves_tag
	Tag of adaptive_diagonal_curves.
constexpr auto	annealing_downhill_simplex_tag
	Tag of annealing_downhill_simplex.
constexpr auto	bfgs_optimizer_tag
	Tag of bfgs_optimizer.
constexpr auto	conjugate_gradient_optimizer_tag
	Tag of conjugate_gradient_optimizer.
constexpr auto	dfp_optimizer_tag
	Tag of dfp_optimizer.
constexpr auto	dividing_rectangles_tag
	Tag of dividing_rectangles.
constexpr auto	downhill_simplex_tag
	Tag of downhill_simplex.
constexpr auto	gaussian_process_optimizer_tag
	Tag of gaussian_process_optimizer.
constexpr auto	golden_section_search_tag
	Tag of golden_section_search.
constexpr auto	heuristic_global_optimizer_tag
	Tag of heuristic_global_optimizer.
constexpr auto	newton_optimizer_tag
	Tag of newton_optimizer.
constexpr auto	sampling_optimizer_tag
	Tag of golden_section_search.
constexpr auto	steepest_descent_tag
	Tag of steepest_descent.

Detailed Description

Namespace of optimization algorithms.

Function Documentation

make_function_object_wrapper()

template<typename Signature , typename Function >

auto num_collect::opt::make_function_object_wrapper ( Function && function ) -> function_object_wrapper<Signature, Function>

inlinenodiscard

Create function_object_wrapper object.

Template Parameters

Signature	Signature of the function.
Function	Type of the function.

Parameters

[in]

function

Function.

Returns

function_object_wrapper object.

Definition at line 100 of file function_object_wrapper.h.

Variable Documentation

adaptive_diagonal_curves_tag

auto num_collect::opt::adaptive_diagonal_curves_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::adaptive_diagonal_curves")

Tag of adaptive_diagonal_curves.

Definition at line 53 of file adaptive_diagonal_curves.h.

annealing_downhill_simplex_tag

auto num_collect::opt::annealing_downhill_simplex_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::annealing_downhill_simplex")

Tag of annealing_downhill_simplex.

Definition at line 48 of file annealing_downhill_simplex.h.

bfgs_optimizer_tag

auto num_collect::opt::bfgs_optimizer_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::bfgs_optimizer")

Tag of bfgs_optimizer.

Definition at line 37 of file bfgs_optimizer.h.

conjugate_gradient_optimizer_tag

auto num_collect::opt::conjugate_gradient_optimizer_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::conjugate_gradient_optimizer")

Tag of conjugate_gradient_optimizer.

Definition at line 33 of file conjugate_gradient_optimizer.h.

dfp_optimizer_tag

auto num_collect::opt::dfp_optimizer_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::dfp_optimizer")

Tag of dfp_optimizer.

Definition at line 36 of file dfp_optimizer.h.

dividing_rectangles_tag

auto num_collect::opt::dividing_rectangles_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::dividing_rectangles")

Tag of dividing_rectangles.

Definition at line 51 of file dividing_rectangles.h.

downhill_simplex_tag

auto num_collect::opt::downhill_simplex_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::downhill_simplex")

Tag of downhill_simplex.

Definition at line 42 of file downhill_simplex.h.

gaussian_process_optimizer_tag

auto num_collect::opt::gaussian_process_optimizer_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::gaussian_process_optimizer")

Tag of gaussian_process_optimizer.

Definition at line 50 of file gaussian_process_optimizer.h.

golden_section_search_tag

auto num_collect::opt::golden_section_search_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::golden_section_search")

Tag of golden_section_search.

Definition at line 33 of file golden_section_search.h.

heuristic_global_optimizer_tag

auto num_collect::opt::heuristic_global_optimizer_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::heuristic_global_optimizer")

Tag of heuristic_global_optimizer.

Definition at line 39 of file heuristic_global_optimizer.h.

newton_optimizer_tag

auto num_collect::opt::newton_optimizer_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::newton_optimizer")

Tag of newton_optimizer.

Definition at line 35 of file newton_optimizer.h.

sampling_optimizer_tag

auto num_collect::opt::sampling_optimizer_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::sampling_optimizer")

Tag of golden_section_search.

Definition at line 40 of file sampling_optimizer.h.

steepest_descent_tag

auto num_collect::opt::steepest_descent_tag

constexpr

Initial value:

=
    logging::log_tag_view("num_collect::opt::steepest_descent")

Tag of steepest_descent.

Definition at line 33 of file steepest_descent.h.