/* 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): Marc Glisse * * Copyright (C) 2015 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 . */ #include #include #include #include #include // for std::uint8_t /* We could perfectly well use the default Simplex_tree<> (which uses * Simplex_tree_options_full_featured), the following simply demonstrates * how to save on storage by not storing a filtration value. */ struct MyOptions : Gudhi::Simplex_tree_options_full_featured { // Implicitly use 0 as filtration value for all simplices static const bool store_filtration = false; // The persistence algorithm needs this static const bool store_key = true; // I have few vertices typedef short Vertex_handle; // Maximum number of simplices to compute persistence is 2^8 - 1 = 255. One is reserved for null_key typedef std::uint8_t Simplex_key; }; using ST = Gudhi::Simplex_tree; using Field_Zp = Gudhi::persistent_cohomology::Field_Zp; using Persistent_cohomology = Gudhi::persistent_cohomology::Persistent_cohomology; int main() { ST st; /* Complex to build. */ /* 1 3 */ /* o---o */ /* /X\ / */ /* o---o o */ /* 2 0 4 */ const short triangle012[] = {0, 1, 2}; const short edge03[] = {0, 3}; const short edge13[] = {1, 3}; const short vertex4[] = {4}; st.insert_simplex_and_subfaces(triangle012); st.insert_simplex_and_subfaces(edge03); st.insert_simplex(edge13); st.insert_simplex(vertex4); // Sort the simplices in the order of the filtration st.initialize_filtration(); // Class for homology computation Persistent_cohomology pcoh(st); // Initialize the coefficient field Z/2Z for homology pcoh.init_coefficients(2); // Compute the persistence diagram of the complex pcoh.compute_persistent_cohomology(); // Print the result. The format is, on each line: 2 dim 0 inf // where 2 represents the field, dim the dimension of the feature. // 2 0 0 inf // 2 0 0 inf // 2 1 0 inf // means that in Z/2Z-homology, the Betti numbers are b0=2 and b1=1. pcoh.output_diagram(); // Print the Betti numbers are b0=2 and b1=1. std::cout << std::endl; std::cout << "The Betti numbers are : "; for (int i = 0; i < st.dimension(); i++) std::cout << "b" << i << " = " << pcoh.betti_number(i) << " ; "; std::cout << std::endl; }