Inheritance diagram for idol::Optimizers::BranchAndBound< NodeInfoT >:

Collaboration diagram for idol::Optimizers::BranchAndBound< NodeInfoT >:

Public Member Functions
	BranchAndBound (const Model &t_model, const OptimizerFactory &t_node_optimizer, const BranchingRuleFactory< NodeInfoT > &t_branching_rule_factory, const NodeSelectionRuleFactory< NodeInfoT > &t_node_selection_rule_factory, AbstractBranchAndBoundCallbackI< NodeInfoT > *t_callback, const Logs::BranchAndBound::Factory< NodeInfoT > &t_logger_factory)

std::string	name () const override

void	solve (TreeNode &t_node, unsigned int t_relaxation_id) const

virtual void	set_subtree_depth (unsigned int t_depth)

unsigned int	subtree_depth () const

virtual void	add_callback (BranchAndBoundCallback< NodeInfoT > *t_cb)

void	submit_heuristic_solution (NodeInfoT *t_info)

void	submit_lower_bound (double t_lower_bound)

unsigned int	n_created_nodes () const

unsigned int	n_solved_nodes () const

unsigned int	n_active_nodes () const

const Model &	relaxation () const

Model &	relaxation ()

double	root_node_best_bound () const

double	root_node_best_obj () const

BranchingRule< NodeInfoT > &	branching_rule ()

const BranchingRule< NodeInfoT > &	branching_rule () const

bool	has_incumbent () const

const TreeNode &	incumbent () const

double	get_var_primal (const Var &t_var) const override

double	get_var_reduced_cost (const Var &t_var) const override

double	get_var_ray (const Var &t_var) const override

double	get_ctr_dual (const Ctr &t_ctr) const override

double	get_ctr_farkas (const Ctr &t_ctr) const override

unsigned int	get_n_solutions () const override

unsigned int	get_solution_index () const override

void	set_solution_index (unsigned int t_index) override

void	terminate () override

SolutionStatus	get_status () const override

SolutionReason	get_reason () const override

double	get_best_obj () const override

double	get_best_bound () const override

double	get_relative_gap () const override

double	get_absolute_gap () const override

Protected Member Functions
void	build () override

void	hook_before_optimize () override

void	hook_optimize () override

void	hook_after_optimize () override

void	add (const Var &t_var) override

void	add (const Ctr &t_ctr) override

void	add (const QCtr &t_ctr) override

void	remove (const Var &t_var) override

void	remove (const Ctr &t_ctr) override

void	remove (const QCtr &t_ctr) override

void	update () override

void	write (const std::string &t_name) override

void	detect_integer_objective ()

void	create_relaxations ()

Node< NodeInfoT >	create_root_node ()

void	explore (TreeNode &t_node, unsigned int t_relaxation_id, SetOfActiveNodes &t_active_nodes, unsigned int t_step)

void	analyze (const TreeNode &t_node, unsigned int t_relaxation_id, bool t_explore_children_flag, bool t_reoptimize_flag)

Node< NodeInfoT >	select_node_for_branching (SetOfActiveNodes &t_active_nodes)

std::vector< TreeNode >	create_child_nodes (const TreeNode &t_node)

void	backtrack (SetOfActiveNodes &t_actives_nodes, SetOfActiveNodes &t_sub_active_nodes)

void	set_as_incumbent (const TreeNode &t_node)

bool	gap_is_closed () const

void	prune_nodes_by_bound (SetOfActiveNodes &t_active_nodes)

void	update_lower_bound (const SetOfActiveNodes &t_active_nodes)

bool	is_valid (const TreeNode &t_node) const

void	log_node_after_solve (const Node< NodeInfoT > &t_node)

void	log_after_termination ()

SideEffectRegistry	call_callbacks (CallbackEvent t_event, const TreeNode &t_node, unsigned int t_relaxation_id)

void	update_obj_sense () override

void	update_obj () override

void	update_rhs () override

void	update_obj_constant () override

void	update_mat_coeff (const Ctr &t_ctr, const Var &t_var) override

void	update_ctr_type (const Ctr &t_ctr) override

void	update_ctr_rhs (const Ctr &t_ctr) override

void	update_var_type (const Var &t_var) override

void	update_var_lb (const Var &t_var) override

void	update_var_ub (const Var &t_var) override

void	update_var_obj (const Var &t_var) override

void	set_status (SolutionStatus t_status) override

void	set_reason (SolutionReason t_reason) override

void	set_best_bound (double t_value) override

void	set_best_obj (double t_value) override

Detailed Description

template<class NodeInfoT>
class idol::Optimizers::BranchAndBound< NodeInfoT >

Definition at line 30 of file Optimizers_BranchAndBound.h.

Constructor & Destructor Documentation

◆ BranchAndBound()

template<class NodeInfoT >

idol::Optimizers::BranchAndBound< NodeInfoT >::BranchAndBound	(	const Model &	t_model,
		const OptimizerFactory &	t_node_optimizer,
		const BranchingRuleFactory< NodeInfoT > &	t_branching_rule_factory,
		const NodeSelectionRuleFactory< NodeInfoT > &	t_node_selection_rule_factory,
		AbstractBranchAndBoundCallbackI< NodeInfoT > *	t_callback,
		const Logs::BranchAndBound< NodeInfoT >::Factory< NodeInfoT > &	t_logger_factory
	)

explicit

Definition at line 424 of file Optimizers_BranchAndBound.h.

Member Function Documentation

◆ add() [1/3]

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::add ( const Ctr & t_ctr )

overrideprotected

Definition at line 877 of file Optimizers_BranchAndBound.h.

◆ add() [2/3]

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::add ( const QCtr & t_ctr )

overrideprotected

Definition at line 174 of file Optimizers_BranchAndBound.h.

◆ add() [3/3]

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::add ( const Var & t_var )

overrideprotected

Definition at line 884 of file Optimizers_BranchAndBound.h.

◆ add_callback()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::add_callback ( BranchAndBoundCallback< NodeInfoT > * t_cb )

virtual

Definition at line 414 of file Optimizers_BranchAndBound.h.

◆ analyze()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::analyze	(	const TreeNode &	t_node,
		unsigned int	t_relaxation_id,
		bool *	t_explore_children_flag,
		bool *	t_reoptimize_flag
	)

protected

Definition at line 669 of file Optimizers_BranchAndBound.h.

◆ backtrack()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::backtrack	(	BranchAndBound< NodeInfoT >::SetOfActiveNodes &	t_actives_nodes,
		SetOfActiveNodes &	t_sub_active_nodes
	)

protected

Definition at line 848 of file Optimizers_BranchAndBound.h.

◆ branching_rule() [1/2]

template<class NodeInfoT >

BranchingRule< NodeInfoT > & idol::Optimizers::BranchAndBound< NodeInfoT >::branching_rule ( )

inline

Definition at line 139 of file Optimizers_BranchAndBound.h.

◆ branching_rule() [2/2]

template<class NodeInfoT >

const BranchingRule< NodeInfoT > & idol::Optimizers::BranchAndBound< NodeInfoT >::branching_rule ( ) const

inline

Definition at line 141 of file Optimizers_BranchAndBound.h.

◆ build()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::build ( )

overrideprotected

Definition at line 419 of file Optimizers_BranchAndBound.h.

◆ call_callbacks()

template<class NodeInfoT >

idol::SideEffectRegistry idol::Optimizers::BranchAndBound< NodeInfoT >::call_callbacks	(	CallbackEvent	t_event,
		const TreeNode &	t_node,
		unsigned int	t_relaxation_id
	)

protected

Definition at line 404 of file Optimizers_BranchAndBound.h.

◆ create_child_nodes()

template<class NodeInfoT >

std::vector< idol::Node< NodeInfoT > > idol::Optimizers::BranchAndBound< NodeInfoT >::create_child_nodes ( const TreeNode & t_node )

protected

Definition at line 825 of file Optimizers_BranchAndBound.h.

◆ create_relaxations()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::create_relaxations ( )

protected

Definition at line 442 of file Optimizers_BranchAndBound.h.

◆ create_root_node()

template<class NodeInfoT >

idol::Node< NodeInfoT > idol::Optimizers::BranchAndBound< NodeInfoT >::create_root_node ( )

protected

Definition at line 462 of file Optimizers_BranchAndBound.h.

◆ detect_integer_objective()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::detect_integer_objective ( )

protected

Definition at line 195 of file Optimizers_BranchAndBound.h.

◆ explore()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::explore	(	TreeNode &	t_node,
		unsigned int	t_relaxation_id,
		SetOfActiveNodes &	t_active_nodes,
		unsigned int	t_step
	)

protected

Definition at line 552 of file Optimizers_BranchAndBound.h.

◆ gap_is_closed()

template<class NodeInfoT >

bool idol::Optimizers::BranchAndBound< NodeInfoT >::gap_is_closed ( ) const

protected

Definition at line 842 of file Optimizers_BranchAndBound.h.

◆ get_ctr_dual()

template<class NodeInfoT >

double idol::Optimizers::BranchAndBound< NodeInfoT >::get_ctr_dual ( const Ctr & t_ctr ) const

override

Definition at line 343 of file Optimizers_BranchAndBound.h.

◆ get_ctr_farkas()

template<class NodeInfoT >

double idol::Optimizers::BranchAndBound< NodeInfoT >::get_ctr_farkas ( const Ctr & t_ctr ) const

override

Definition at line 335 of file Optimizers_BranchAndBound.h.

◆ get_n_solutions()

template<class NodeInfoT >

unsigned int idol::Optimizers::BranchAndBound< NodeInfoT >::get_n_solutions ( ) const

override

Definition at line 255 of file Optimizers_BranchAndBound.h.

◆ get_solution_index()

template<class NodeInfoT >

unsigned int idol::Optimizers::BranchAndBound< NodeInfoT >::get_solution_index ( ) const

override

Definition at line 250 of file Optimizers_BranchAndBound.h.

◆ get_var_primal()

template<class NodeInfoT >

double idol::Optimizers::BranchAndBound< NodeInfoT >::get_var_primal ( const Var & t_var ) const

override

Definition at line 359 of file Optimizers_BranchAndBound.h.

◆ get_var_ray()

template<class NodeInfoT >

double idol::Optimizers::BranchAndBound< NodeInfoT >::get_var_ray ( const Var & t_var ) const

override

Definition at line 351 of file Optimizers_BranchAndBound.h.

◆ get_var_reduced_cost()

template<class NodeInfoT >

double idol::Optimizers::BranchAndBound< NodeInfoT >::get_var_reduced_cost ( const Var & t_var ) const

override

Definition at line 215 of file Optimizers_BranchAndBound.h.

◆ has_incumbent()

template<class NodeInfoT >

bool idol::Optimizers::BranchAndBound< NodeInfoT >::has_incumbent ( ) const

inline

Definition at line 143 of file Optimizers_BranchAndBound.h.

◆ hook_after_optimize()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::hook_after_optimize ( )

overrideprotected

Definition at line 543 of file Optimizers_BranchAndBound.h.

◆ hook_before_optimize()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::hook_before_optimize ( )

overrideprotected

Definition at line 473 of file Optimizers_BranchAndBound.h.

◆ hook_optimize()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::hook_optimize ( )

overrideprotected

Definition at line 500 of file Optimizers_BranchAndBound.h.

◆ incumbent()

template<class NodeInfoT >

const TreeNode & idol::Optimizers::BranchAndBound< NodeInfoT >::incumbent ( ) const

inline

Definition at line 145 of file Optimizers_BranchAndBound.h.

◆ is_valid()

template<class NodeInfoT >

bool idol::Optimizers::BranchAndBound< NodeInfoT >::is_valid ( const TreeNode & t_node ) const

protected

Definition at line 181 of file Optimizers_BranchAndBound.h.

◆ log_after_termination()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::log_after_termination ( )

protected

Definition at line 223 of file Optimizers_BranchAndBound.h.

◆ log_node_after_solve()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::log_node_after_solve ( const Node< NodeInfoT > & t_node )

protected

Definition at line 238 of file Optimizers_BranchAndBound.h.

◆ n_active_nodes()

template<class NodeInfoT >

unsigned int idol::Optimizers::BranchAndBound< NodeInfoT >::n_active_nodes ( ) const

inline

Definition at line 129 of file Optimizers_BranchAndBound.h.

◆ n_created_nodes()

template<class NodeInfoT >

unsigned int idol::Optimizers::BranchAndBound< NodeInfoT >::n_created_nodes ( ) const

inline

Definition at line 125 of file Optimizers_BranchAndBound.h.

◆ n_solved_nodes()

template<class NodeInfoT >

unsigned int idol::Optimizers::BranchAndBound< NodeInfoT >::n_solved_nodes ( ) const

inline

Definition at line 127 of file Optimizers_BranchAndBound.h.

◆ name()

template<class NodeInfoT >

std::string idol::Optimizers::BranchAndBound< NodeInfoT >::name ( ) const

inlineoverride

Definition at line 111 of file Optimizers_BranchAndBound.h.

◆ prune_nodes_by_bound()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::prune_nodes_by_bound ( BranchAndBound< NodeInfoT >::SetOfActiveNodes & t_active_nodes )

protected

Definition at line 786 of file Optimizers_BranchAndBound.h.

◆ relaxation() [1/2]

template<class NodeInfoT >

Model & idol::Optimizers::BranchAndBound< NodeInfoT >::relaxation ( )

inline

Definition at line 133 of file Optimizers_BranchAndBound.h.

◆ relaxation() [2/2]

template<class NodeInfoT >

const Model & idol::Optimizers::BranchAndBound< NodeInfoT >::relaxation ( ) const

inline

Definition at line 131 of file Optimizers_BranchAndBound.h.

◆ remove() [1/3]

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::remove ( const Ctr & t_ctr )

overrideprotected

Definition at line 863 of file Optimizers_BranchAndBound.h.

◆ remove() [2/3]

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::remove ( const QCtr & t_ctr )

overrideprotected

Definition at line 167 of file Optimizers_BranchAndBound.h.

◆ remove() [3/3]

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::remove ( const Var & t_var )

overrideprotected

Definition at line 870 of file Optimizers_BranchAndBound.h.

◆ root_node_best_bound()

template<class NodeInfoT >

double idol::Optimizers::BranchAndBound< NodeInfoT >::root_node_best_bound ( ) const

inline

Definition at line 135 of file Optimizers_BranchAndBound.h.

◆ root_node_best_obj()

template<class NodeInfoT >

double idol::Optimizers::BranchAndBound< NodeInfoT >::root_node_best_obj ( ) const

inline

Definition at line 137 of file Optimizers_BranchAndBound.h.

◆ select_node_for_branching()

template<class NodeInfoT >

idol::Node< NodeInfoT > idol::Optimizers::BranchAndBound< NodeInfoT >::select_node_for_branching ( BranchAndBound< NodeInfoT >::SetOfActiveNodes & t_active_nodes )

protected

Definition at line 812 of file Optimizers_BranchAndBound.h.

◆ set_as_incumbent()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::set_as_incumbent ( const TreeNode & t_node )

protected

Definition at line 764 of file Optimizers_BranchAndBound.h.

◆ set_best_bound()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::set_best_bound ( double t_value )

overrideprotectedvirtual

Reimplemented from idol::Algorithm.

Definition at line 897 of file Optimizers_BranchAndBound.h.

◆ set_best_obj()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::set_best_obj ( double t_value )

overrideprotectedvirtual

Reimplemented from idol::Algorithm.

Definition at line 891 of file Optimizers_BranchAndBound.h.

◆ set_reason()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::set_reason ( idol::SolutionReason t_reason )

overrideprotectedvirtual

Reimplemented from idol::Algorithm.

Definition at line 903 of file Optimizers_BranchAndBound.h.

◆ set_solution_index()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::set_solution_index ( unsigned int t_index )

override

Definition at line 243 of file Optimizers_BranchAndBound.h.

◆ set_status()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::set_status ( idol::SolutionStatus t_status )

overrideprotectedvirtual

Reimplemented from idol::Algorithm.

Definition at line 909 of file Optimizers_BranchAndBound.h.

◆ set_subtree_depth()

template<class NodeInfoT >

virtual void idol::Optimizers::BranchAndBound< NodeInfoT >::set_subtree_depth ( unsigned int t_depth )

inlinevirtual

Definition at line 115 of file Optimizers_BranchAndBound.h.

◆ solve()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::solve	(	TreeNode &	t_node,
		unsigned int	t_relaxation_id
	)		const

Definition at line 639 of file Optimizers_BranchAndBound.h.

◆ submit_heuristic_solution()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::submit_heuristic_solution ( NodeInfoT * t_info )

Definition at line 383 of file Optimizers_BranchAndBound.h.

◆ submit_lower_bound()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::submit_lower_bound ( double t_lower_bound )

Definition at line 369 of file Optimizers_BranchAndBound.h.

◆ subtree_depth()

template<class NodeInfoT >

unsigned int idol::Optimizers::BranchAndBound< NodeInfoT >::subtree_depth ( ) const

inline

Definition at line 117 of file Optimizers_BranchAndBound.h.

◆ terminate()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::terminate ( )

override

Definition at line 189 of file Optimizers_BranchAndBound.h.

◆ update()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update ( )

overrideprotected

Definition at line 856 of file Optimizers_BranchAndBound.h.

◆ update_ctr_rhs()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_ctr_rhs ( const Ctr & t_ctr )

overrideprotected

Definition at line 295 of file Optimizers_BranchAndBound.h.

◆ update_ctr_type()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_ctr_type ( const Ctr & t_ctr )

overrideprotected

Definition at line 288 of file Optimizers_BranchAndBound.h.

◆ update_lower_bound()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_lower_bound ( const SetOfActiveNodes & t_active_nodes )

protected

Definition at line 772 of file Optimizers_BranchAndBound.h.

◆ update_mat_coeff()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_mat_coeff	(	const Ctr &	t_ctr,
		const Var &	t_var
	)

overrideprotected

Definition at line 281 of file Optimizers_BranchAndBound.h.

◆ update_obj()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_obj ( )

overrideprotected

Definition at line 260 of file Optimizers_BranchAndBound.h.

◆ update_obj_constant()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_obj_constant ( )

overrideprotected

Definition at line 274 of file Optimizers_BranchAndBound.h.

◆ update_obj_sense()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_obj_sense ( )

overrideprotected

Definition at line 330 of file Optimizers_BranchAndBound.h.

◆ update_rhs()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_rhs ( )

overrideprotected

Definition at line 267 of file Optimizers_BranchAndBound.h.

◆ update_var_lb()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_var_lb ( const Var & t_var )

overrideprotected

Definition at line 309 of file Optimizers_BranchAndBound.h.

◆ update_var_obj()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_var_obj ( const Var & t_var )

overrideprotected

Definition at line 323 of file Optimizers_BranchAndBound.h.

◆ update_var_type()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_var_type ( const Var & t_var )

overrideprotected

Definition at line 302 of file Optimizers_BranchAndBound.h.

◆ update_var_ub()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::update_var_ub ( const Var & t_var )

overrideprotected

Definition at line 316 of file Optimizers_BranchAndBound.h.

◆ write()

template<class NodeInfoT >

void idol::Optimizers::BranchAndBound< NodeInfoT >::write ( const std::string & t_name )

overrideprotected

Definition at line 820 of file Optimizers_BranchAndBound.h.

Public Member Functions

Protected Member Functions

Detailed Description

Constructor & Destructor Documentation

◆ BranchAndBound()

Member Function Documentation

◆ add() [1/3]

◆ add() [2/3]

◆ add() [3/3]

◆ add_callback()

◆ analyze()

◆ backtrack()

◆ branching_rule() [1/2]

◆ branching_rule() [2/2]

◆ build()

◆ call_callbacks()

◆ create_child_nodes()

◆ create_relaxations()

◆ create_root_node()

◆ detect_integer_objective()

◆ explore()

◆ gap_is_closed()

◆ get_ctr_dual()

◆ get_ctr_farkas()

◆ get_n_solutions()

◆ get_solution_index()

◆ get_var_primal()

◆ get_var_ray()

◆ get_var_reduced_cost()

◆ has_incumbent()

◆ hook_after_optimize()

◆ hook_before_optimize()

◆ hook_optimize()

◆ incumbent()

◆ is_valid()

◆ log_after_termination()

◆ log_node_after_solve()

◆ n_active_nodes()

◆ n_created_nodes()

◆ n_solved_nodes()

◆ name()

◆ prune_nodes_by_bound()

◆ relaxation() [1/2]

◆ relaxation() [2/2]

◆ remove() [1/3]

◆ remove() [2/3]

◆ remove() [3/3]

◆ root_node_best_bound()

◆ root_node_best_obj()

◆ select_node_for_branching()

◆ set_as_incumbent()

◆ set_best_bound()

◆ set_best_obj()

◆ set_reason()

◆ set_solution_index()

◆ set_status()

◆ set_subtree_depth()

◆ solve()

◆ submit_heuristic_solution()

◆ submit_lower_bound()

◆ subtree_depth()

◆ terminate()

◆ update()

◆ update_ctr_rhs()

◆ update_ctr_type()

◆ update_lower_bound()

◆ update_mat_coeff()

◆ update_obj()

◆ update_obj_constant()

◆ update_obj_sense()

◆ update_rhs()

◆ update_var_lb()

◆ update_var_obj()

◆ update_var_type()

◆ update_var_ub()

◆ write()