/* This file is part of the Gudhi Library. The Gudhi library
* (Geometric Understanding in Higher Dimensions) is a generic C++
* library for computational topology.
*
* Author(s): Pawel Dlotko
*
* Copyright (C) 2015 INRIA (France)
*
* 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 .
*/
#include
using namespace Gudhi;
using namespace Gudhi::Gudhi_stat;
#include
#include
int main( int argc , char** argv )
{
std::cout << "This program compute scalar product of persistence landscapes stored in a file (the file needs to be created beforehand). \n";
std::cout << "The parameters of this programs are names of files with persistence landscapes.\n";
std::vector< const char* > filenames;
for ( int i = 1 ; i < argc ; ++i )
{
filenames.push_back( argv[i] );
}
std::vector< Persistence_heat_maps > maps;
maps.reserve( filenames.size() );
for ( size_t file_no = 0 ; file_no != filenames.size() ; ++file_no )
{
Persistence_heat_maps l;
l.load_from_file( filenames[file_no] );
maps.push_back( l );
}
//and now we will compute the scalar product of landscapes.
//first we prepare an array:
std::vector< std::vector< double > > scalar_product( filenames.size() );
for ( size_t i = 0 ; i != filenames.size() ; ++i )
{
std::vector< double > v( filenames.size() , 0 );
scalar_product[i] = v;
}
//and now we can compute the scalar product:
for ( size_t i = 0 ; i != maps.size() ; ++i )
{
for ( size_t j = i ; j != maps.size() ; ++j )
{
scalar_product[i][j] = scalar_product[j][i] = maps[i].compute_scalar_product( maps[j] ) ;
}
}
//and now output the result to the screen and a file:
ofstream out;
out.open( "scalar_product" );
for ( size_t i = 0 ; i != scalar_product.size() ; ++i )
{
for ( size_t j = 0 ; j != scalar_product.size() ; ++j )
{
cout << scalar_product[i][j] << " ";
out << scalar_product[i][j] << " ";
}
cout << endl;
out << endl;
}
out.close();
return 0;
}