Drives the search for solutions of symbolic regression / classification tasks. More...

#include <search.h>

Public Member Functions
src_search &	evaluator (evaluator_id, const std::string &="")

bool	is_valid () const override

std::unique_ptr< basic_src_lambda_f >	lambdify (const T &) const

	src_search (src_problem &, metric_flags=metric_flags::nothing)

src_search &	validation_strategy (validator_id)

Public Member Functions inherited from vita::search< i_mep, std_es >
search &	after_generation (typename evolution< i_mep, std_es >::after_generation_callback_t)

virtual bool	is_valid () const

summary< i_mep >	run (unsigned=1)

	search (problem &)

search &	training_evaluator (Args &&...)

search &	validation_evaluator (Args &&...)

search &	validation_strategy (Args &&...)

Protected Member Functions
void	after_evolution (const summary< T > &) override

void	calculate_metrics (summary< T > *) const override

bool	can_validate () const override

void	log_stats (const search_stats< T > &, tinyxml2::XMLDocument *) const override

void	print_resume (const model_measurements &) const override

void	tune_parameters () override

Protected Member Functions inherited from vita::search< i_mep, std_es >
virtual void	after_evolution (const summary< i_mep > &)

virtual void	calculate_metrics (summary< i_mep > *) const

virtual bool	can_validate () const

virtual void	close ()

virtual void	init ()

virtual void	log_stats (const search_stats< i_mep > &, tinyxml2::XMLDocument *) const

virtual void	print_resume (const model_measurements &) const

virtual void	tune_parameters ()

Additional Inherited Members
Protected Attributes inherited from vita::search< i_mep, std_es >
evolution< i_mep, std_es >::after_generation_callback_t	after_generation_callback_

std::unique_ptr< evaluator< i_mep > >	eva1_

std::unique_ptr< evaluator< i_mep > >	eva2_

problem &	prob_

std::unique_ptr< vita::validation_strategy >	vs_

Detailed Description

template<class T = i_mep, template< class > class ES = std_es>
class vita::src_search< T, ES >

Drives the search for solutions of symbolic regression / classification tasks.

Template Parameters

T	the type of individual used
ES	the adopted evolution strategy

Definition at line 53 of file gp/src/search.h.