rule_neural.h

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/*
 * This program is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program.  If not, see <http://www.gnu.org/licenses/>.
 */
 
#pragma once
 
#include "action.h"
#include "condition.h"
#include "neural.h"
#include "xcsf.h"
 
struct RuleNeural {
    struct Net net; 
};
 
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);
 
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);
 
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_free(const struct XCSF *xcsf, const struct Cl *c);
 
void
rule_neural_cond_init(const struct XCSF *xcsf, struct Cl *c);
 
void
rule_neural_cond_print(const struct XCSF *xcsf, const struct Cl *c);
 
void
rule_neural_cond_update(const struct XCSF *xcsf, const struct Cl *c,
                        const double *x, const double *y);
 
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);
 
static struct CondVtbl const rule_neural_cond_vtbl = {
    &rule_neural_cond_crossover,  &rule_neural_cond_general,
    &rule_neural_cond_match,      &rule_neural_cond_mutate,
    &rule_neural_cond_copy,       &rule_neural_cond_cover,
    &rule_neural_cond_free,       &rule_neural_cond_init,
    &rule_neural_cond_print,      &rule_neural_cond_update,
    &rule_neural_cond_size,       &rule_neural_cond_save,
    &rule_neural_cond_load,       &rule_neural_cond_json_export,
    &rule_neural_cond_json_import
};
 
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);
 
int
rule_neural_act_compute(const struct XCSF *xcsf, const struct Cl *c,
                        const double *x);
 
void
rule_neural_act_copy(const struct XCSF *xcsf, struct Cl *dest,
                     const struct Cl *src);
 
void
rule_neural_act_cover(const struct XCSF *xcsf, const struct Cl *c,
                      const double *x, const int action);
 
void
rule_neural_act_free(const struct XCSF *xcsf, const struct Cl *c);
 
void
rule_neural_act_init(const struct XCSF *xcsf, struct Cl *c);
 
void
rule_neural_act_print(const struct XCSF *xcsf, const struct Cl *c);
 
void
rule_neural_act_update(const struct XCSF *xcsf, const struct Cl *c,
                       const double *x, const double *y);
 
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);
 
static struct ActVtbl const rule_neural_act_vtbl = {
    &rule_neural_act_general,     &rule_neural_act_crossover,
    &rule_neural_act_mutate,      &rule_neural_act_compute,
    &rule_neural_act_copy,        &rule_neural_act_cover,
    &rule_neural_act_free,        &rule_neural_act_init,
    &rule_neural_act_print,       &rule_neural_act_update,
    &rule_neural_act_save,        &rule_neural_act_load,
    &rule_neural_act_json_export, &rule_neural_act_json_import
};