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/* -*- mode: C -*- */
/*
IGraph library.
Copyright (C) 2011-2012 Gabor Csardi <csardi.gabor@gmail.com>
334 Harvard st, Cambridge MA, 02139 USA
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 2 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, write to the Free Software
Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA
02110-1301 USA
*/
#include <igraph.h>
int main() {
int nodes=10;
igraph_t g;
igraph_matrix_t L, R;
igraph_sparsemat_t Lsparse, Rsparse;
igraph_matrix_t V, V3;
igraph_matrix_complex_t V2;
igraph_sparsemat_t stochastic, stochasticT;
igraph_vector_t groups;
igraph_eigen_which_t which;
igraph_vector_t p, selcol;
igraph_matrix_init(&L, 0, 0);
igraph_matrix_init(&R, 0, 0);
igraph_matrix_init(&V, 0, 0);
igraph_matrix_init(&V3, 0, 0);
igraph_vector_init(&groups, 0);
igraph_vector_init(&selcol, 1);
igraph_rng_seed(igraph_rng_default(), 42);
igraph_tree(&g, 10, /* children= */ 3, IGRAPH_TREE_UNDIRECTED);
igraph_sparsemat_init(&stochastic, nodes, nodes, igraph_ecount(&g)*2);
igraph_matrix_complex_init(&V2, 0, 0);
igraph_vector_init(&p, 0);
igraph_rng_seed(igraph_rng_default(), 42);
igraph_get_stochastic_sparsemat(&g, &stochastic, /*column-wise=*/ 0);
igraph_sparsemat_transpose(&stochastic, &stochasticT, /*values=*/ 1);
which.pos=IGRAPH_EIGEN_LR;
which.howmany=1;
igraph_eigen_matrix(/*matrix=*/ 0, &stochasticT, /*fun=*/ 0, 10,
/*extra=*/ 0, /*algorithm=*/ IGRAPH_EIGEN_LAPACK,
&which, /*options=*/ 0, /*storage=*/ 0,
/*values=*/ 0, &V2);
igraph_matrix_complex_real(&V2, &V);
/* `p' is always the eigenvector corresponding to the 1-eigenvalue */
igraph_matrix_get_col(&V, &p, 0);
which.howmany=3;
igraph_eigen_matrix(/*matrix=*/ 0, &stochastic, /*fun=*/ 0, 10,
/*extra=*/ 0, /*algorithm=*/ IGRAPH_EIGEN_LAPACK,
&which, /*options=*/ 0, /*storage=*/ 0,
/*values=*/ 0, &V2);
igraph_matrix_complex_real(&V2, &V3);
VECTOR(selcol)[0]=2;
igraph_matrix_select_cols(&V3, &V, &selcol);
#define SEMI() \
do { \
igraph_scg_semiprojectors(&groups, IGRAPH_SCG_STOCHASTIC, &L, &R, \
&Lsparse, &Rsparse, &p, \
IGRAPH_SCG_NORM_ROW); \
} while(0)
#define PRINTRES() \
do { \
printf("----------------------\n"); \
igraph_matrix_print(&L); \
printf("---\n"); \
igraph_matrix_print(&R); \
printf("---\n"); \
} while (0)
/* -------------- */
igraph_scg_grouping(&V, &groups, /*intervals=*/ 3,
/*intervals_vector=*/ 0, IGRAPH_SCG_STOCHASTIC,
IGRAPH_SCG_OPTIMUM, &p, /*maxiter=*/ 10000);
SEMI();
PRINTRES();
/* -------------- */
igraph_scg_grouping(&V, &groups, /*intervals=*/ 3,
/*intervals_vector=*/ 0, IGRAPH_SCG_STOCHASTIC,
IGRAPH_SCG_INTERV_KM, &p, /*maxiter=*/ 10000);
SEMI();
PRINTRES();
/* -------------- */
igraph_scg_grouping(&V, &groups, /*intervals=*/ 3,
/*intervals_vector=*/ 0, IGRAPH_SCG_STOCHASTIC,
IGRAPH_SCG_INTERV, &p, /*maxiter=*/ 10000);
SEMI();
PRINTRES();
/* -------------- */
igraph_scg_grouping(&V, &groups, /*(ignored) intervals=*/ 0,
/*intervals_vector=*/ 0, IGRAPH_SCG_STOCHASTIC,
IGRAPH_SCG_EXACT, &p, /*maxiter=*/ 10000);
SEMI();
PRINTRES();
/* -------------- */
igraph_vector_destroy(&p);
igraph_vector_destroy(&selcol);
igraph_vector_destroy(&groups);
igraph_matrix_destroy(&L);
igraph_matrix_destroy(&R);
igraph_matrix_destroy(&V);
igraph_matrix_destroy(&V3);
igraph_matrix_complex_destroy(&V2);
igraph_sparsemat_destroy(&stochasticT);
igraph_sparsemat_destroy(&stochastic);
igraph_destroy(&g);
#ifdef __APPLE__
return 0;
#else
return 77;
#endif
}
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