Eigen-unsupported  5.0.1-dev+284dcc12
 
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r1updt.h
1// IWYU pragma: private
2#include "./InternalHeaderCheck.h"
3
4namespace Eigen {
5
6namespace internal {
7
8template <typename Scalar>
9void r1updt(Matrix<Scalar, Dynamic, Dynamic> &s, const Matrix<Scalar, Dynamic, 1> &u,
10 std::vector<JacobiRotation<Scalar> > &v_givens, std::vector<JacobiRotation<Scalar> > &w_givens,
11 Matrix<Scalar, Dynamic, 1> &v, Matrix<Scalar, Dynamic, 1> &w, bool *sing) {
12 typedef DenseIndex Index;
13 const JacobiRotation<Scalar> IdentityRotation = JacobiRotation<Scalar>(1, 0);
14
15 /* Local variables */
16 const Index m = s.rows();
17 const Index n = s.cols();
18 Index i, j = 1;
19 Scalar temp;
20 JacobiRotation<Scalar> givens;
21
22 // r1updt had a broader usecase, but we don't use it here. And, more
23 // importantly, we can not test it.
24 eigen_assert(m == n);
25 eigen_assert(u.size() == m);
26 eigen_assert(v.size() == n);
27 eigen_assert(w.size() == n);
28
29 /* move the nontrivial part of the last column of s into w. */
30 w[n - 1] = s(n - 1, n - 1);
31
32 /* rotate the vector v into a multiple of the n-th unit vector */
33 /* in such a way that a spike is introduced into w. */
34 for (j = n - 2; j >= 0; --j) {
35 w[j] = 0.;
36 if (v[j] != 0.) {
37 /* determine a givens rotation which eliminates the */
38 /* j-th element of v. */
39 givens.makeGivens(-v[n - 1], v[j]);
40
41 /* apply the transformation to v and store the information */
42 /* necessary to recover the givens rotation. */
43 v[n - 1] = givens.s() * v[j] + givens.c() * v[n - 1];
44 v_givens[j] = givens;
45
46 /* apply the transformation to s and extend the spike in w. */
47 for (i = j; i < m; ++i) {
48 temp = givens.c() * s(j, i) - givens.s() * w[i];
49 w[i] = givens.s() * s(j, i) + givens.c() * w[i];
50 s(j, i) = temp;
51 }
52 } else
53 v_givens[j] = IdentityRotation;
54 }
55
56 /* add the spike from the rank 1 update to w. */
57 w += v[n - 1] * u;
58
59 /* eliminate the spike. */
60 *sing = false;
61 for (j = 0; j < n - 1; ++j) {
62 if (w[j] != 0.) {
63 /* determine a givens rotation which eliminates the */
64 /* j-th element of the spike. */
65 givens.makeGivens(-s(j, j), w[j]);
66
67 /* apply the transformation to s and reduce the spike in w. */
68 for (i = j; i < m; ++i) {
69 temp = givens.c() * s(j, i) + givens.s() * w[i];
70 w[i] = -givens.s() * s(j, i) + givens.c() * w[i];
71 s(j, i) = temp;
72 }
73
74 /* store the information necessary to recover the */
75 /* givens rotation. */
76 w_givens[j] = givens;
77 } else
78 w_givens[j] = IdentityRotation;
79
80 /* test for zero diagonal elements in the output s. */
81 if (s(j, j) == 0.) {
82 *sing = true;
83 }
84 }
85 /* move w back into the last column of the output s. */
86 s(n - 1, n - 1) = w[n - 1];
87
88 if (s(j, j) == 0.) {
89 *sing = true;
90 }
91 return;
92}
93
94} // end namespace internal
95
96} // end namespace Eigen
Namespace containing all symbols from the Eigen library.
EIGEN_DEFAULT_DENSE_INDEX_TYPE Index