rule_neural.c File Reference

Neural network rule (condition + action) functions. More...

#include "rule_neural.h"
#include "neural_activations.h"
#include "neural_layer_connected.h"
#include "neural_layer_dropout.h"
#include "neural_layer_lstm.h"
#include "neural_layer_recurrent.h"
#include "utils.h"

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Functions
void	rule_neural_cond_init (const struct XCSF *xcsf, struct Cl *c)
void	rule_neural_cond_free (const struct XCSF *xcsf, const struct Cl *c)
void	rule_neural_cond_copy (const struct XCSF *xcsf, struct Cl *dest, const struct Cl *src)
void	rule_neural_cond_cover (const struct XCSF *xcsf, const struct Cl *c, const double *x)
void	rule_neural_cond_update (const struct XCSF *xcsf, const struct Cl *c, const double *x, const double *y)
bool	rule_neural_cond_match (const struct XCSF *xcsf, const struct Cl *c, const double *x)
bool	rule_neural_cond_mutate (const struct XCSF *xcsf, const struct Cl *c)
bool	rule_neural_cond_crossover (const struct XCSF *xcsf, const struct Cl *c1, const struct Cl *c2)
bool	rule_neural_cond_general (const struct XCSF *xcsf, const struct Cl *c1, const struct Cl *c2)
void	rule_neural_cond_print (const struct XCSF *xcsf, const struct Cl *c)
double	rule_neural_cond_size (const struct XCSF *xcsf, const struct Cl *c)
size_t	rule_neural_cond_save (const struct XCSF *xcsf, const struct Cl *c, FILE *fp)
size_t	rule_neural_cond_load (const struct XCSF *xcsf, struct Cl *c, FILE *fp)
char *	rule_neural_cond_json_export (const struct XCSF *xcsf, const struct Cl *c)
void	rule_neural_cond_json_import (const struct XCSF *xcsf, struct Cl *c, const cJSON *json)
void	rule_neural_act_init (const struct XCSF *xcsf, struct Cl *c)
void	rule_neural_act_free (const struct XCSF *xcsf, const struct Cl *c)
void	rule_neural_act_copy (const struct XCSF *xcsf, struct Cl *dest, const struct Cl *src)
void	rule_neural_act_print (const struct XCSF *xcsf, const struct Cl *c)
void	rule_neural_act_cover (const struct XCSF *xcsf, const struct Cl *c, const double *x, const int action)
int	rule_neural_act_compute (const struct XCSF *xcsf, const struct Cl *c, const double *x)
void	rule_neural_act_update (const struct XCSF *xcsf, const struct Cl *c, const double *x, const double *y)
bool	rule_neural_act_crossover (const struct XCSF *xcsf, const struct Cl *c1, const struct Cl *c2)
bool	rule_neural_act_general (const struct XCSF *xcsf, const struct Cl *c1, const struct Cl *c2)
bool	rule_neural_act_mutate (const struct XCSF *xcsf, const struct Cl *c)
size_t	rule_neural_act_save (const struct XCSF *xcsf, const struct Cl *c, FILE *fp)
size_t	rule_neural_act_load (const struct XCSF *xcsf, struct Cl *c, FILE *fp)
char *	rule_neural_act_json_export (const struct XCSF *xcsf, const struct Cl *c)
void	rule_neural_act_json_import (const struct XCSF *xcsf, struct Cl *c, const cJSON *json)

Detailed Description

Neural network rule (condition + action) functions.

Author

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

Copyright

The Authors.

Date

2019–2022.

Definition in file rule_neural.c.

Function Documentation

rule_neural_act_compute()

int rule_neural_act_compute	(	const struct XCSF *	xcsf,
		const struct Cl *	c,
		const double *	x
	)

Definition at line 238 of file rule_neural.c.

References clamp_int(), Cl::cond, Net::n_outputs, RuleNeural::net, and neural_output().

Referenced by rule_neural_act_cover().

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rule_neural_act_copy()

void rule_neural_act_copy	(	const struct XCSF *	xcsf,
		struct Cl *	dest,
		const struct Cl *	src
	)

Definition at line 210 of file rule_neural.c.

rule_neural_act_cover()

void rule_neural_act_cover	(	const struct XCSF *	xcsf,
		const struct Cl *	c,
		const double *	x,
		const int	action
	)

Definition at line 227 of file rule_neural.c.

References Cl::cond, RuleNeural::net, neural_rand(), rule_neural_act_compute(), and rule_neural_cond_match().

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rule_neural_act_crossover()

bool rule_neural_act_crossover	(	const struct XCSF *	xcsf,
		const struct Cl *	c1,
		const struct Cl *	c2
	)

Definition at line 265 of file rule_neural.c.

rule_neural_act_free()

void rule_neural_act_free	(	const struct XCSF *	xcsf,
		const struct Cl *	c
	)

Definition at line 203 of file rule_neural.c.

rule_neural_act_general()

bool rule_neural_act_general	(	const struct XCSF *	xcsf,
		const struct Cl *	c1,
		const struct Cl *	c2
	)

Definition at line 275 of file rule_neural.c.

rule_neural_act_init()

void rule_neural_act_init	(	const struct XCSF *	xcsf,
		struct Cl *	c
	)

Definition at line 196 of file rule_neural.c.

rule_neural_act_json_export()

char* rule_neural_act_json_export	(	const struct XCSF *	xcsf,
		const struct Cl *	c
	)

Definition at line 311 of file rule_neural.c.

Referenced by rule_neural_act_print().

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rule_neural_act_json_import()

void rule_neural_act_json_import	(	const struct XCSF *	xcsf,
		struct Cl *	c,
		const cJSON *	json
	)

Definition at line 323 of file rule_neural.c.

rule_neural_act_load()

size_t rule_neural_act_load	(	const struct XCSF *	xcsf,
		struct Cl *	c,
		FILE *	fp
	)

Definition at line 302 of file rule_neural.c.

rule_neural_act_mutate()

bool rule_neural_act_mutate	(	const struct XCSF *	xcsf,
		const struct Cl *	c
	)

Definition at line 285 of file rule_neural.c.

rule_neural_act_print()

void rule_neural_act_print	(	const struct XCSF *	xcsf,
		const struct Cl *	c
	)

Definition at line 219 of file rule_neural.c.

References rule_neural_act_json_export().

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rule_neural_act_save()

size_t rule_neural_act_save	(	const struct XCSF *	xcsf,
		const struct Cl *	c,
		FILE *	fp
	)

Definition at line 293 of file rule_neural.c.

rule_neural_act_update()

void rule_neural_act_update	(	const struct XCSF *	xcsf,
		const struct Cl *	c,
		const double *	x,
		const double *	y
	)

Definition at line 255 of file rule_neural.c.

rule_neural_cond_copy()

void rule_neural_cond_copy	(	const struct XCSF *	xcsf,
		struct Cl *	dest,
		const struct Cl *	src
	)

Definition at line 59 of file rule_neural.c.

References Cl::cond, RuleNeural::net, and neural_copy().

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rule_neural_cond_cover()

void rule_neural_cond_cover	(	const struct XCSF *	xcsf,
		const struct Cl *	c,
		const double *	x
	)

Definition at line 70 of file rule_neural.c.

rule_neural_cond_crossover()

bool rule_neural_cond_crossover	(	const struct XCSF *	xcsf,
		const struct Cl *	c1,
		const struct Cl *	c2
	)

Definition at line 109 of file rule_neural.c.

rule_neural_cond_free()

void rule_neural_cond_free	(	const struct XCSF *	xcsf,
		const struct Cl *	c
	)

Definition at line 50 of file rule_neural.c.

References Cl::cond, RuleNeural::net, and neural_free().

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rule_neural_cond_general()

bool rule_neural_cond_general	(	const struct XCSF *	xcsf,
		const struct Cl *	c1,
		const struct Cl *	c2
	)

Definition at line 119 of file rule_neural.c.

rule_neural_cond_init()

void rule_neural_cond_init	(	const struct XCSF *	xcsf,
		struct Cl *	c
	)

Definition at line 35 of file rule_neural.c.

References Cl::cond, and neural_create().

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rule_neural_cond_json_export()

char* rule_neural_cond_json_export	(	const struct XCSF *	xcsf,
		const struct Cl *	c
	)

Definition at line 164 of file rule_neural.c.

References Cl::cond, RuleNeural::net, and neural_json_export().

Referenced by rule_neural_cond_print().

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rule_neural_cond_json_import()

void rule_neural_cond_json_import	(	const struct XCSF *	xcsf,
		struct Cl *	c,
		const cJSON *	json
	)

Definition at line 181 of file rule_neural.c.

References Cl::cond, RuleNeural::net, and neural_json_import().

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rule_neural_cond_load()

size_t rule_neural_cond_load	(	const struct XCSF *	xcsf,
		struct Cl *	c,
		FILE *	fp
	)

Definition at line 154 of file rule_neural.c.

References Cl::cond, and neural_load().

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rule_neural_cond_match()

bool rule_neural_cond_match	(	const struct XCSF *	xcsf,
		const struct Cl *	c,
		const double *	x
	)

Definition at line 89 of file rule_neural.c.

References Cl::cond, RuleNeural::net, neural_output(), and neural_propagate().

Referenced by rule_neural_act_cover().

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rule_neural_cond_mutate()

bool rule_neural_cond_mutate	(	const struct XCSF *	xcsf,
		const struct Cl *	c
	)

Definition at line 101 of file rule_neural.c.

References Cl::cond, RuleNeural::net, and neural_mutate().

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rule_neural_cond_print()

void rule_neural_cond_print	(	const struct XCSF *	xcsf,
		const struct Cl *	c
	)

Definition at line 129 of file rule_neural.c.

References rule_neural_cond_json_export().

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rule_neural_cond_save()

size_t rule_neural_cond_save	(	const struct XCSF *	xcsf,
		const struct Cl *	c,
		FILE *	fp
	)

Definition at line 145 of file rule_neural.c.

References Cl::cond, RuleNeural::net, and neural_save().

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rule_neural_cond_size()

double rule_neural_cond_size	(	const struct XCSF *	xcsf,
		const struct Cl *	c
	)

Definition at line 137 of file rule_neural.c.

References Cl::cond, RuleNeural::net, and neural_size().

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rule_neural_cond_update()

void rule_neural_cond_update	(	const struct XCSF *	xcsf,
		const struct Cl *	c,
		const double *	x,
		const double *	y
	)

Definition at line 79 of file rule_neural.c.