act_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 "neural.h"
#include "neural_activations.h"
#include "neural_layer.h"
#include "xcsf.h"
 
struct ActNeural {
    struct Net net; 
};
 
void
act_neural_param_defaults(struct XCSF *xcsf);
 
char *
act_neural_param_json_import(struct XCSF *xcsf, cJSON *json);
 
bool
act_neural_crossover(const struct XCSF *xcsf, const struct Cl *c1,
                     const struct Cl *c2);
 
bool
act_neural_general(const struct XCSF *xcsf, const struct Cl *c1,
                   const struct Cl *c2);
 
bool
act_neural_mutate(const struct XCSF *xcsf, const struct Cl *c);
 
int
act_neural_compute(const struct XCSF *xcsf, const struct Cl *c,
                   const double *x);
 
void
act_neural_copy(const struct XCSF *xcsf, struct Cl *dest, const struct Cl *src);
 
void
act_neural_cover(const struct XCSF *xcsf, const struct Cl *c, const double *x,
                 const int action);
 
void
act_neural_free(const struct XCSF *xcsf, const struct Cl *c);
 
void
act_neural_init(const struct XCSF *xcsf, struct Cl *c);
 
void
act_neural_print(const struct XCSF *xcsf, const struct Cl *c);
 
void
act_neural_update(const struct XCSF *xcsf, const struct Cl *c, const double *x,
                  const double *y);
 
size_t
act_neural_save(const struct XCSF *xcsf, const struct Cl *c, FILE *fp);
 
size_t
act_neural_load(const struct XCSF *xcsf, struct Cl *c, FILE *fp);
 
char *
act_neural_json_export(const struct XCSF *xcsf, const struct Cl *c);
 
void
act_neural_json_import(const struct XCSF *xcsf, struct Cl *c,
                       const cJSON *json);
 
static struct ActVtbl const act_neural_vtbl = {
    &act_neural_general,     &act_neural_crossover,  &act_neural_mutate,
    &act_neural_compute,     &act_neural_copy,       &act_neural_cover,
    &act_neural_free,        &act_neural_init,       &act_neural_print,
    &act_neural_update,      &act_neural_save,       &act_neural_load,
    &act_neural_json_export, &act_neural_json_import
};