Functions for setting and printing parameters. More...

#include "loss.h"
#include "xcsf.h"

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Macros
#define	PARAM_INVALID (-1)
	Code for invalid parameter. More...

#define	PARAM_NOT_FOUND (0)
	Code for unable to find parameter. More...

#define	PARAM_FOUND (1)
	Code for a found parameter. More...

Functions
char *	param_json_export (const struct XCSF *xcsf)
	Returns a json formatted string representation of the parameters. More...

void	param_json_import (struct XCSF xcsf, const char json_str)
	Sets the parameters from a json formatted string. More...

void	param_free (struct XCSF *xcsf)

void	param_print (const struct XCSF *xcsf)
	Prints all XCSF parameters. More...

void	param_init (struct XCSF *xcsf, const int x_dim, const int y_dim, const int n_actions)
	Initialises default XCSF parameters. More...

size_t	param_load (struct XCSF xcsf, FILE fp)
	Reads the XCSF data structure from a file. More...

size_t	param_save (const struct XCSF xcsf, FILE fp)
	Writes the XCSF data structure to a file. More...

const char *	param_set_omp_num_threads (struct XCSF *xcsf, const int a)
	Sets the number of OMP threads. More...

const char *	param_set_random_state (struct XCSF *xcsf, const int a)

const char *	param_set_population_file (struct XCSF xcsf, const char a)

const char *	param_set_pop_init (struct XCSF *xcsf, const bool a)

const char *	param_set_max_trials (struct XCSF *xcsf, const int a)

const char *	param_set_perf_trials (struct XCSF *xcsf, const int a)

const char *	param_set_pop_size (struct XCSF *xcsf, const int a)

int	param_set_loss_func_string (struct XCSF xcsf, const char a)

void	param_set_loss_func (struct XCSF *xcsf, const int a)

const char *	param_set_stateful (struct XCSF *xcsf, const bool a)

const char *	param_set_compaction (struct XCSF *xcsf, const bool a)

const char *	param_set_huber_delta (struct XCSF *xcsf, const double a)

const char *	param_set_gamma (struct XCSF *xcsf, const double a)

const char *	param_set_teletransportation (struct XCSF *xcsf, const int a)

const char *	param_set_p_explore (struct XCSF *xcsf, const double a)

const char *	param_set_alpha (struct XCSF *xcsf, const double a)

const char *	param_set_beta (struct XCSF *xcsf, const double a)

const char *	param_set_delta (struct XCSF *xcsf, const double a)

const char *	param_set_e0 (struct XCSF *xcsf, const double a)

const char *	param_set_init_error (struct XCSF *xcsf, const double a)

const char *	param_set_init_fitness (struct XCSF *xcsf, const double a)

const char *	param_set_nu (struct XCSF *xcsf, const double a)

const char *	param_set_theta_del (struct XCSF *xcsf, const int a)

const char *	param_set_m_probation (struct XCSF *xcsf, const int a)

const char *	param_set_set_subsumption (struct XCSF *xcsf, const bool a)

const char *	param_set_theta_sub (struct XCSF *xcsf, const int a)

const char *	param_set_x_dim (struct XCSF *xcsf, const int a)

const char *	param_set_explore (struct XCSF *xcsf, const bool a)

const char *	param_set_y_dim (struct XCSF *xcsf, const int a)

const char *	param_set_n_actions (struct XCSF *xcsf, const int a)

Detailed Description

Functions for setting and printing parameters.

Author: Richard Preen rpree.nosp@m.n@gm.nosp@m.ail.c.nosp@m.om

Copyright: The Authors.

Date: 2015–2022.

Definition in file param.h.

Macro Definition Documentation

◆ PARAM_FOUND

#define PARAM_FOUND (1)

Code for a found parameter.

Definition at line 31 of file param.h.

◆ PARAM_INVALID

#define PARAM_INVALID (-1)

Code for invalid parameter.

Definition at line 29 of file param.h.

◆ PARAM_NOT_FOUND

#define PARAM_NOT_FOUND (0)

Code for unable to find parameter.

Definition at line 30 of file param.h.

Function Documentation

◆ param_free()

void param_free ( struct XCSF * xcsf )

Definition at line 93 of file param.c.

References action_param_free(), cond_param_free(), and pred_param_free().

Referenced by main().

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◆ param_init()

void param_init	(	struct XCSF *	xcsf,
		const int	x_dim,
		const int	y_dim,
		const int	n_actions
	)

Initialises default XCSF parameters.

Parameters

[in]	xcsf	The XCSF data structure.
[in]	x_dim	The dimensionality of the input variables.
[in]	y_dim	The dimensionality of the prediction variables.
[in]	n_actions	The total number of possible actions.

Definition at line 45 of file param.c.

References action_param_defaults(), cond_param_defaults(), ea_param_defaults(), LOSS_MAE, param_set_alpha(), param_set_beta(), param_set_compaction(), param_set_delta(), param_set_e0(), param_set_gamma(), param_set_huber_delta(), param_set_init_error(), param_set_init_fitness(), param_set_loss_func(), param_set_m_probation(), param_set_max_trials(), param_set_n_actions(), param_set_nu(), param_set_omp_num_threads(), param_set_p_explore(), param_set_perf_trials(), param_set_pop_init(), param_set_pop_size(), param_set_random_state(), param_set_set_subsumption(), param_set_stateful(), param_set_teletransportation(), param_set_theta_del(), param_set_theta_sub(), param_set_x_dim(), param_set_y_dim(), and pred_param_defaults().

Referenced by env_csv_init(), env_maze_init(), env_mux_init(), and XCS::reset().

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◆ param_json_export()

char* param_json_export ( const struct XCSF * xcsf )

Returns a json formatted string representation of the parameters.

Parameters

[in] xcsf XCSF data structure.

Returns: String encoded in json format.

Definition at line 113 of file param.c.

References action_param_json_export(), cond_param_json_export(), ea_param_json_export(), LOSS_HUBER, loss_type_as_string(), pred_param_json_export(), RULE_TYPE_DGP, RULE_TYPE_NETWORK, RULE_TYPE_NEURAL, VERSION_BUILD, VERSION_MAJOR, and VERSION_MINOR.

Referenced by XCS::internal_params(), param_print(), and XCS::update_params().

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◆ param_json_import()

void param_json_import	(	struct XCSF *	xcsf,
		const char *	json_str
	)

Sets the parameters from a json formatted string.

Parameters

[in,out]	xcsf	The XCSF data structure.
[in]	json_str	String encoded in json format.

Definition at line 437 of file param.c.

References ea_param_json_import(), param_json_import_action(), param_json_import_cl_general(), param_json_import_condition(), param_json_import_general(), param_json_import_multi(), param_json_import_prediction(), param_json_import_subsump(), and utils_json_parse_check().

Referenced by config_read(), and XCS::set_params().

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◆ param_load()

size_t param_load	(	struct XCSF *	xcsf,
		FILE *	fp
	)

Reads the XCSF data structure from a file.

Parameters

[in]	xcsf	The XCSF data structure.
[in]	fp	Pointer to the input file.

Returns: The total number of elements read.

Definition at line 548 of file param.c.

References action_param_load(), cond_param_load(), ea_param_load(), loss_set_func(), and pred_param_load().

Referenced by xcsf_load().

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◆ param_print()

void param_print ( const struct XCSF * xcsf )

Prints all XCSF parameters.

Parameters

[in] xcsf The XCSF data structure.

Definition at line 481 of file param.c.

References param_json_export().

Referenced by main(), and XCS::print_params().

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◆ param_save()

size_t param_save	(	const struct XCSF *	xcsf,
		FILE *	fp
	)

Writes the XCSF data structure to a file.

Parameters

[in]	xcsf	The XCSF data structure.
[in]	fp	Pointer to the output file.

Returns: The total number of elements written.

Definition at line 495 of file param.c.

References action_param_save(), cond_param_save(), ea_param_save(), MAX_LEN, and pred_param_save().

Referenced by xcsf_save().

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◆ param_set_alpha()

const char* param_set_alpha	(	struct XCSF *	xcsf,
		const double	a
	)

Definition at line 764 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_beta()

const char* param_set_beta	(	struct XCSF *	xcsf,
		const double	a
	)

Definition at line 774 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_compaction()

const char* param_set_compaction	(	struct XCSF *	xcsf,
		const bool	a
	)

Definition at line 717 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_delta()

const char* param_set_delta	(	struct XCSF *	xcsf,
		const double	a
	)

Definition at line 784 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_e0()

const char* param_set_e0	(	struct XCSF *	xcsf,
		const double	a
	)

Definition at line 794 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_explore()

const char* param_set_explore	(	struct XCSF *	xcsf,
		const bool	a
	)

Definition at line 881 of file param.c.

Referenced by XCS::decision(), xcs_rl_fit(), xcs_rl_trial(), xcs_supervised_fit(), xcs_supervised_predict(), xcs_supervised_score(), and xcs_supervised_score_n().

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◆ param_set_gamma()

const char* param_set_gamma	(	struct XCSF *	xcsf,
		const double	a
	)

Definition at line 734 of file param.c.

Referenced by param_init(), and param_json_import_multi().

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◆ param_set_huber_delta()

const char* param_set_huber_delta	(	struct XCSF *	xcsf,
		const double	a
	)

Definition at line 724 of file param.c.

Referenced by param_init(), and param_json_import_general().

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◆ param_set_init_error()

const char* param_set_init_error	(	struct XCSF *	xcsf,
		const double	a
	)

Definition at line 804 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_init_fitness()

const char* param_set_init_fitness	(	struct XCSF *	xcsf,
		const double	a
	)

Definition at line 814 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_loss_func()

void param_set_loss_func	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 699 of file param.c.

References LOSS_NUM, and loss_set_func().

Referenced by param_init(), and xcsf_ae_to_classifier().

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◆ param_set_loss_func_string()

int param_set_loss_func_string	(	struct XCSF *	xcsf,
		const char *	a
	)

Definition at line 686 of file param.c.

References LOSS_INVALID, loss_set_func(), loss_type_as_int(), PARAM_FOUND, and PARAM_INVALID.

Referenced by param_json_import_general().

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◆ param_set_m_probation()

const char* param_set_m_probation	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 844 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_max_trials()

const char* param_set_max_trials	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 656 of file param.c.

Referenced by param_init(), and param_json_import_general().

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◆ param_set_n_actions()

const char* param_set_n_actions	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 898 of file param.c.

Referenced by param_init(), and param_json_import_general().

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◆ param_set_nu()

const char* param_set_nu	(	struct XCSF *	xcsf,
		const double	a
	)

Definition at line 824 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_omp_num_threads()

const char* param_set_omp_num_threads	(	struct XCSF *	xcsf,
		const int	a
	)

Sets the number of OMP threads.

Parameters

[in]	xcsf	The XCSF data structure.
[in]	a	The number of threads.

Returns: NULL if successful; or an error message.

Definition at line 614 of file param.c.

Referenced by param_init(), and param_json_import_general().

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◆ param_set_p_explore()

const char* param_set_p_explore	(	struct XCSF *	xcsf,
		const double	a
	)

Definition at line 754 of file param.c.

Referenced by param_init(), and param_json_import_multi().

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◆ param_set_perf_trials()

const char* param_set_perf_trials	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 666 of file param.c.

Referenced by param_init(), and param_json_import_general().

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◆ param_set_pop_init()

const char* param_set_pop_init	(	struct XCSF *	xcsf,
		const bool	a
	)

Definition at line 649 of file param.c.

Referenced by param_init(), and param_json_import_general().

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◆ param_set_pop_size()

const char* param_set_pop_size	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 676 of file param.c.

Referenced by param_init(), and param_json_import_general().

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◆ param_set_population_file()

const char* param_set_population_file	(	struct XCSF *	xcsf,
		const char *	a
	)

Definition at line 639 of file param.c.

References MAX_LEN.

Referenced by param_json_import_general().

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◆ param_set_random_state()

const char* param_set_random_state	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 627 of file param.c.

References rand_init(), and rand_init_seed().

Referenced by param_init(), and param_json_import_general().

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◆ param_set_set_subsumption()

const char* param_set_set_subsumption	(	struct XCSF *	xcsf,
		const bool	a
	)

Definition at line 854 of file param.c.

Referenced by param_init(), and param_json_import_subsump().

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◆ param_set_stateful()

const char* param_set_stateful	(	struct XCSF *	xcsf,
		const bool	a
	)

Definition at line 710 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_teletransportation()

const char* param_set_teletransportation	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 744 of file param.c.

Referenced by param_init(), and param_json_import_multi().

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◆ param_set_theta_del()

const char* param_set_theta_del	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 834 of file param.c.

Referenced by param_init(), and param_json_import_cl_general().

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◆ param_set_theta_sub()

const char* param_set_theta_sub	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 861 of file param.c.

Referenced by param_init(), and param_json_import_subsump().

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◆ param_set_x_dim()

const char* param_set_x_dim	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 871 of file param.c.

Referenced by param_init(), and param_json_import_general().

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◆ param_set_y_dim()

const char* param_set_y_dim	(	struct XCSF *	xcsf,
		const int	a
	)

Definition at line 888 of file param.c.

Referenced by param_init(), param_json_import_general(), and xcsf_ae_to_classifier().

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Macros

Functions

Detailed Description

Macro Definition Documentation

◆ PARAM_FOUND

◆ PARAM_INVALID

◆ PARAM_NOT_FOUND

Function Documentation

◆ param_free()

◆ param_init()

◆ param_json_export()

◆ param_json_import()

◆ param_load()

◆ param_print()

◆ param_save()

◆ param_set_alpha()

◆ param_set_beta()

◆ param_set_compaction()

◆ param_set_delta()

◆ param_set_e0()

◆ param_set_explore()

◆ param_set_gamma()

◆ param_set_huber_delta()

◆ param_set_init_error()

◆ param_set_init_fitness()

◆ param_set_loss_func()

◆ param_set_loss_func_string()

◆ param_set_m_probation()

◆ param_set_max_trials()

◆ param_set_n_actions()

◆ param_set_nu()

◆ param_set_omp_num_threads()

◆ param_set_p_explore()

◆ param_set_perf_trials()

◆ param_set_pop_init()

◆ param_set_pop_size()

◆ param_set_population_file()

◆ param_set_random_state()

◆ param_set_set_subsumption()

◆ param_set_stateful()

◆ param_set_teletransportation()

◆ param_set_theta_del()

◆ param_set_theta_sub()

◆ param_set_x_dim()

◆ param_set_y_dim()