/* This file is part of the Gudhi hiLibrary. The Gudhi library * (Geometric Understanding in Higher Dimensions) is a generic C++ * library for computational topology. * * Author(s): Pawel Dlotko * * Copyright (C) 2016 Inria * * 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 . */ #ifndef PERSISTENCE_INTERVALS_WITH_DISTANCES_H_ #define PERSISTENCE_INTERVALS_WITH_DISTANCES_H_ #include #include #include namespace Gudhi { namespace Persistence_representations { class Persistence_intervals_with_distances : public Persistence_intervals { public: using Persistence_intervals::Persistence_intervals; /** *Computations of distance from the current persistnce diagram to the persistence diagram given as a parameter of this *function. *The last but one parameter, power, is here in case we would like to compute p=th Wasserstein distance. At the *moment, this method only implement Bottleneck distance, * which is infinity Wasserstein distance. Therefore any power which is not the default std::numeric_limits< double *>::max() will be ignored and an * exception will be thrown. * The last parameter, tolerance, it is an additiv error of the approimation, set by default to zero. **/ double distance(const Persistence_intervals_with_distances& second, double power = std::numeric_limits::max(), double tolerance = (std::numeric_limits::min)()) const { if (power >= std::numeric_limits::max()) { return Gudhi::persistence_diagram::bottleneck_distance(this->intervals, second.intervals, tolerance); } else { std::cerr << "At the moment Gudhi do not support Wasserstein distances. We only support Bottleneck distance." << std::endl; throw "At the moment Gudhi do not support Wasserstein distances. We only support Bottleneck distance."; } } }; } // namespace Persistence_representations } // namespace Gudhi #endif // PERSISTENCE_INTERVALS_WITH_DISTANCES_H_