gmnplib.h

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00001 /*-----------------------------------------------------------------------
00002  *
00003  * This program is free software; you can redistribute it and/or modify
00004  * it under the terms of the GNU General Public License as published by
00005  * the Free Software Foundation; either version 3 of the License, or
00006  * (at your option) any later version.
00007  *
00008  * Library of solvers for Generalized Nearest Point Problem (GNPP).
00009  *
00010  * Written (W) 1999-2008 Vojtech Franc, xfrancv@cmp.felk.cvut.cz
00011  * Copyright (C) 1999-2008 Center for Machine Perception, CTU FEL Prague 
00012  *
00013  -------------------------------------------------------------------- */
00014 
00015 #ifndef GMNPLIB_H__ 
00016 #define GMNPLIB_H__ 
00017 
00018 #include <math.h>
00019 #include <limits.h>
00020 
00021 #include "base/SGObject.h"
00022 #include "lib/io.h"
00023 #include "lib/common.h"
00024 #include "kernel/Kernel.h"
00025 
00027 class CGMNPLib: public CSGObject
00028 {
00029     public:
00039         CGMNPLib(
00040             float64_t* vector_y, CKernel* kernel, int32_t num_data,
00041             int32_t num_virtual_data, int32_t num_classes, float64_t reg_const);
00042 
00043         ~CGMNPLib();
00044 
00054         int8_t gmnp_imdm(float64_t *vector_c,
00055                 int32_t dim,
00056                 int32_t tmax,
00057                 float64_t tolabs,
00058                 float64_t tolrel,
00059                 float64_t th,
00060                 float64_t *alpha,
00061                 int32_t  *ptr_t,
00062                 float64_t **ptr_History,
00063                 int32_t verb);
00064 
00071         void get_indices2( int32_t *index, int32_t *c, int32_t i );
00072 
00073     protected:
00079         float64_t *get_kernel_col( int32_t a );
00080 
00087         float64_t* get_col( int32_t a, int32_t b );
00088 
00095         float64_t kernel_fce( int32_t a, int32_t b );
00096 
00097     protected:
00099         float64_t* diag_H;
00101         float64_t** kernel_columns;
00103         float64_t* cache_index;
00105         int32_t first_kernel_inx;
00107         int64_t Cache_Size;
00109         int32_t m_num_data;
00111         float64_t m_reg_const;
00113         float64_t* m_vector_y;
00115         CKernel* m_kernel;
00116 
00118         int32_t first_virt_inx;
00120         float64_t *virt_columns[3];
00122         int32_t m_num_virt_data;
00124         int32_t m_num_classes;
00125 };
00126 
00127 
00128 #endif //GMNPLIB_H__

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