gctl_optimization/example/ex10.cpp
2025-02-09 20:09:55 +08:00

64 lines
2.4 KiB
C++

/********************************************************
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* ██╔════╝ ██╔════╝╚══██╔══╝██║
* ██║ ███╗██║ ██║ ██║
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* ╚██████╔╝╚██████╗ ██║ ███████╗
* ╚═════╝ ╚═════╝ ╚═╝ ╚══════╝
* Geophysical Computational Tools & Library (GCTL)
*
* Copyright (c) 2022 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.
******************************************************/
#include <iostream>
#include <iomanip>
#include "../lib/optimization.h"
#include "gctl/core.h"
#include "gctl/algorithms.h"
using std::cout;
using std::endl;
using std::setw;
int main(int argc, char const *argv[])
{
gctl::matrix<double> A(4, 3);
for (int i = 0; i < A.row_size(); i++)
{
for (int j = 0; j < A.col_size(); j++)
{
A[i][j] = 3*(i+1) + j - 2;
}
}
A[3][1] = 1;
gctl::array<double> x(3), y(3), m(3);
x.random_float(-1.0, 1.0, gctl::RdUniform, 452);
gctl::matvec(y, A, x);
cout<<"A(" << A.row_size() << ", " << A.col_size() << ") = " <<endl;
A.show();
gctl::svd svdd;
svdd.decompose(A);
svdd.solve(y, m);
cout << "x = "; x.show();
cout << "m = "; m.show();
return 0;
}