igraph_scg.h

/* -*- mode: C -*-  */
/*
   IGraph library.
   Copyright (C) 2011-2012  Gabor Csardi <csardi.gabor@gmail.com>
   334 Harvard st, Cambridge, MA, 02138 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

*/

#ifndef IGRAPH_SCG_H
#define IGRAPH_SCG_H

#include "igraph_types.h"
#include "igraph_vector.h"
#include "igraph_matrix.h"
#include "igraph_sparsemat.h"

__BEGIN_DECLS

typedef enum { IGRAPH_SCG_SYMMETRIC = 1, IGRAPH_SCG_LAPLACIAN = 2,
               IGRAPH_SCG_STOCHASTIC = 3
             } igraph_scg_matrix_t;

typedef enum { IGRAPH_SCG_OPTIMUM = 1, IGRAPH_SCG_INTERV_KM = 2,
               IGRAPH_SCG_INTERV = 3, IGRAPH_SCG_EXACT = 4
             }
igraph_scg_algorithm_t;

typedef enum { IGRAPH_SCG_NORM_ROW = 1, IGRAPH_SCG_NORM_COL = 2 }
igraph_scg_norm_t;

typedef enum { IGRAPH_SCG_DIRECTION_DEFAULT = 1,
               IGRAPH_SCG_DIRECTION_LEFT = 2,
               IGRAPH_SCG_DIRECTION_RIGHT = 3
             } igraph_scg_direction_t;

int igraph_scg_grouping(const igraph_matrix_t *V,
                        igraph_vector_t *groups,
                        igraph_integer_t nt,
                        const igraph_vector_t *nt_vec,
                        igraph_scg_matrix_t mtype,
                        igraph_scg_algorithm_t algo,
                        const igraph_vector_t *p,
                        igraph_integer_t maxiter);

int igraph_scg_semiprojectors(const igraph_vector_t *groups,
                              igraph_scg_matrix_t mtype,
                              igraph_matrix_t *L,
                              igraph_matrix_t *R,
                              igraph_sparsemat_t *Lsparse,
                              igraph_sparsemat_t *Rsparse,
                              const igraph_vector_t *p,
                              igraph_scg_norm_t norm);

int igraph_scg_norm_eps(const igraph_matrix_t *V,
                        const igraph_vector_t *groups,
                        igraph_vector_t *eps,
                        igraph_scg_matrix_t mtype,
                        const igraph_vector_t *p,
                        igraph_scg_norm_t norm);

int igraph_scg_adjacency(const igraph_t *graph,
                         const igraph_matrix_t *matrix,
                         const igraph_sparsemat_t *sparsemat,
                         const igraph_vector_t *ev,
                         igraph_integer_t nt,
                         const igraph_vector_t *nt_vec,
                         igraph_scg_algorithm_t algo,
                         igraph_vector_t *values,
                         igraph_matrix_t *vectors,
                         igraph_vector_t *groups,
                         igraph_bool_t use_arpack,
                         igraph_integer_t maxiter,
                         igraph_t *scg_graph,
                         igraph_matrix_t *scg_matrix,
                         igraph_sparsemat_t *scg_sparsemat,
                         igraph_matrix_t *L,
                         igraph_matrix_t *R,
                         igraph_sparsemat_t *Lsparse,
                         igraph_sparsemat_t *Rsparse);

int igraph_scg_stochastic(const igraph_t *graph,
                          const igraph_matrix_t *matrix,
                          const igraph_sparsemat_t *sparsemat,
                          const igraph_vector_t *ev,
                          igraph_integer_t nt,
                          const igraph_vector_t *nt_vec,
                          igraph_scg_algorithm_t algo,
                          igraph_scg_norm_t norm,
                          igraph_vector_complex_t *values,
                          igraph_matrix_complex_t *vectors,
                          igraph_vector_t *groups,
                          igraph_vector_t *p,
                          igraph_bool_t use_arpack,
                          igraph_integer_t maxiter,
                          igraph_t *scg_graph,
                          igraph_matrix_t *scg_matrix,
                          igraph_sparsemat_t *scg_sparsemat,
                          igraph_matrix_t *L,
                          igraph_matrix_t *R,
                          igraph_sparsemat_t *Lsparse,
                          igraph_sparsemat_t *Rsparse);

int igraph_scg_laplacian(const igraph_t *graph,
                         const igraph_matrix_t *matrix,
                         const igraph_sparsemat_t *sparsemat,
                         const igraph_vector_t *ev,
                         igraph_integer_t nt,
                         const igraph_vector_t *nt_vec,
                         igraph_scg_algorithm_t algo,
                         igraph_scg_norm_t norm,
                         igraph_scg_direction_t direction,
                         igraph_vector_complex_t *values,
                         igraph_matrix_complex_t *vectors,
                         igraph_vector_t *groups,
                         igraph_bool_t use_arpack,
                         igraph_integer_t maxiter,
                         igraph_t *scg_graph,
                         igraph_matrix_t *scg_matrix,
                         igraph_sparsemat_t *scg_sparsemat,
                         igraph_matrix_t *L,
                         igraph_matrix_t *R,
                         igraph_sparsemat_t *Lsparse,
                         igraph_sparsemat_t *Rsparse);

__END_DECLS

#endif