ug4
densematrix_operations.h
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1 /*
2  * Copyright (c) 2010-2015: G-CSC, Goethe University Frankfurt
3  * Author: Martin Rupp
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5  * This file is part of UG4.
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20  * "Reiter, S., Vogel, A., Heppner, I., Rupp, M., and Wittum, G. A massively
21  * parallel geometric multigrid solver on hierarchically distributed grids.
22  * Computing and visualization in science 16, 4 (2013), 151-164"
23  * "Vogel, A., Reiter, S., Rupp, M., Nägel, A., and Wittum, G. UG4 -- a novel
24  * flexible software system for simulating pde based models on high performance
25  * computers. Computing and visualization in science 16, 4 (2013), 165-179"
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32 
33 #ifndef __H__UG__COMMON__DENSEMATRIX_OPERATIONS_H__
34 #define __H__UG__COMMON__DENSEMATRIX_OPERATIONS_H__
35 
36 #include "densematrix.h"
37 #include "densevector.h"
38 
39 #include "../../common/operations.h"
40 
41 namespace ug{
42 
45 
46 template<typename T>
47 struct matrix_algebra_type_traits;
48 
49 template<typename T>
51 {
52  static const int type = MATRIX_USE_GLOBAL_FUNCTIONS;
53 };
54 
56 template<typename vector_t, typename matrix_t>
57 inline void MatMult(DenseVector<vector_t> &dest,
58  const number &beta1, const DenseMatrix<matrix_t> &A1, const DenseVector<vector_t> &w1)
59 {
60  for(size_t r = 0; r < dest.size(); ++r)
61  {
62  MatMult(dest[r], beta1, A1(r,0), w1[0]);
63  for(size_t c = 1; c < w1.size(); ++c)
64  MatMultAdd(dest[r], 1.0, dest[r], beta1, A1(r,c), w1[c]);
65  }
66 }
67 
69 template<typename vector_t, typename matrix_t>
71  const number &alpha1, const DenseVector<vector_t> &v1,
72  const number &beta1, const DenseMatrix<matrix_t> &A1, const DenseVector<vector_t> &w1)
73 {
74  for(size_t r = 0; r < dest.size(); ++r)
75  {
76  VecScaleAssign(dest[r], alpha1, v1[r]);
77  for(size_t c = 0; c < w1.size(); ++c)
78  MatMultAdd(dest[r], 1.0, dest[r], beta1, A1(r,c), w1[c]);
79  }
80 }
81 
83 template<typename vector_t, typename matrix_t>
85  const number &alpha1, const DenseVector<vector_t> &v1,
86  const number &beta1, const DenseMatrix<matrix_t> &A1, const DenseVector<vector_t> &w1)
87 {
88  for(size_t r = 0; r < dest.size(); ++r)
89  {
90  VecScaleAssign(dest[r], alpha1, v1[r]);
91  for(size_t c = 0; c < w1.size(); ++c)
92  MatMultTransposedAdd(dest[r], 1.0, dest[r], beta1, A1(c,r), w1[c]);
93  }
94 }
95 
96 // end group small_algebra
98 
99 }
100 
101 #endif // __H__UG__COMMON__DENSEMATRIX_OPERATIONS_H__
Definition: densematrix.h:57
Definition: densevector.h:101
double number
Definition: types.h:124
the ug namespace
bool MatMultTransposedAdd(vector_t &dest, const number &alpha1, const vector_t &v1, const number &beta1, const matrix_t &A1, const vector_t &w1)
calculates dest = alpha1*v1 + beta1 * A1 *w1;
Definition: operations_mat.h:121
@ MATRIX_USE_GLOBAL_FUNCTIONS
Definition: matrix_algebra_types.h:69
bool MatMultAdd(vector_t &dest, const number &alpha1, const vector_t &v1, const number &beta1, const matrix_t &A1, const vector_t &w1)
calculates dest = alpha1*v1 + beta1 * A1 *w1;
Definition: operations_mat.h:68
bool MatMult(vector_t &dest, const number &beta1, const matrix_t &A1, const vector_t &w1)
calculates dest = beta1 * A1;
Definition: operations_mat.h:59
void VecScaleAssign(double &dest, double alpha1, const double &v1)
calculates dest = alpha1*v1. for doubles
Definition: operations_vec.h:49
Definition: matrix_algebra_types.h:79
static const int type
Definition: matrix_algebra_types.h:80