gctl_optimization/lib/optimization/loss_func.h
2024-10-07 08:37:31 +08:00

57 lines
2.3 KiB
C++

/********************************************************
* ██████╗ ██████╗████████╗██╗
* ██╔════╝ ██╔════╝╚══██╔══╝██║
* ██║ ███╗██║ ██║ ██║
* ██║ ██║██║ ██║ ██║
* ╚██████╔╝╚██████╗ ██║ ███████╗
* ╚═════╝ ╚═════╝ ╚═╝ ╚══════╝
* Geophysical Computational Tools & Library (GCTL)
*
* Copyright (c) 2023 Yi Zhang (yizhang-geo@zju.edu.cn)
*
* GCTL is distributed under a dual licensing scheme. You can redistribute
* it and/or modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation, either version 2
* of the License, or (at your option) any later version. You should have
* received a copy of the GNU Lesser General Public License along with this
* program. If not, see <http://www.gnu.org/licenses/>.
*
* If the terms and conditions of the LGPL v.2. would prevent you from using
* the GCTL, please consider the option to obtain a commercial license for a
* fee. These licenses are offered by the GCTL's original author. As a rule,
* licenses are provided "as-is", unlimited in time for a one time fee. Please
* send corresponding requests to: yizhang-geo@zju.edu.cn. Please do not forget
* to include some description of your company and the realm of its activities.
* Also add information on how to contact you by electronic and paper mail.
******************************************************/
#ifndef _GCTL_LOSS_FUNC_H
#define _GCTL_LOSS_FUNC_H
// library's head files
#include "gctl/core.h"
namespace gctl
{
class loss_func
{
public:
loss_func();
loss_func(const array<double> &tar, norm_type_e n_type);
virtual ~loss_func();
void init(const array<double> &tar, norm_type_e n_type);
void set_uncertainty(double uncer);
void set_uncertainty(const array<double> &uncer);
double evaluate(const array<double> &x, array<double> &g);
private:
bool init_;
unsigned int tnum_;
norm_type_e ntype_;
array<double> tars_, diff_;
array<double> us_;
};
}
#endif // _GCTL_LOSS_FUNC_H