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authorGravatar Gael Guennebaud <g.gael@free.fr>2014-07-08 10:04:27 +0200
committerGravatar Gael Guennebaud <g.gael@free.fr>2014-07-08 10:04:27 +0200
commit0dfb73d46ada6a9749a24a946186c8a8c2472dc5 (patch)
treeb9c53d969232bfbcc70a87438fbffd07ab4953cf
parent7fa83e7374b38e9900e77cf2b29b54919f65d1ef (diff)
Fix LDLT with semi-definite complex matrices: owing to round-off errors, the diagonal was not real. Also exploit the fact that the diagonal is real in the rest of LDLT
-rw-r--r--Eigen/src/Cholesky/LDLT.h12
-rw-r--r--test/cholesky.cpp2
2 files changed, 7 insertions, 7 deletions
diff --git a/Eigen/src/Cholesky/LDLT.h b/Eigen/src/Cholesky/LDLT.h
index ef81030f8..6881e1ca8 100644
--- a/Eigen/src/Cholesky/LDLT.h
+++ b/Eigen/src/Cholesky/LDLT.h
@@ -295,7 +295,7 @@ template<> struct ldlt_inplace<Lower>
if(k>0)
{
- temp.head(k) = mat.diagonal().head(k).asDiagonal() * A10.adjoint();
+ temp.head(k) = mat.diagonal().real().head(k).asDiagonal() * A10.adjoint();
mat.coeffRef(k,k) -= (A10 * temp.head(k)).value();
if(rs>0)
A21.noalias() -= A20 * temp.head(k);
@@ -305,10 +305,10 @@ template<> struct ldlt_inplace<Lower>
// was smaller than the cutoff value. However, soince LDLT is not rank-revealing
// we should only make sure we do not introduce INF or NaN values.
// LAPACK also uses 0 as the cutoff value.
- if((rs>0) && (abs(mat.coeffRef(k,k)) > RealScalar(0)))
- A21 /= mat.coeffRef(k,k);
-
RealScalar realAkk = numext::real(mat.coeffRef(k,k));
+ if((rs>0) && (abs(realAkk) > RealScalar(0)))
+ A21 /= realAkk;
+
if (sign == PositiveSemiDef) {
if (realAkk < 0) sign = Indefinite;
} else if (sign == NegativeSemiDef) {
@@ -487,7 +487,7 @@ struct solve_retval<LDLT<_MatrixType,_UpLo>, Rhs>
EIGEN_USING_STD_MATH(max);
typedef typename LDLTType::MatrixType MatrixType;
typedef typename LDLTType::RealScalar RealScalar;
- const Diagonal<const MatrixType> vectorD = dec().vectorD();
+ const typename Diagonal<const MatrixType>::RealReturnType vectorD(dec().vectorD());
// In some previous versions, tolerance was set to the max of 1/highest and the maximal diagonal entry * epsilon
// as motivated by LAPACK's xGELSS:
// RealScalar tolerance = (max)(vectorD.array().abs().maxCoeff() *NumTraits<RealScalar>::epsilon(),RealScalar(1) / NumTraits<RealScalar>::highest());
@@ -552,7 +552,7 @@ MatrixType LDLT<MatrixType,_UpLo>::reconstructedMatrix() const
// L^* P
res = matrixU() * res;
// D(L^*P)
- res = vectorD().asDiagonal() * res;
+ res = vectorD().real().asDiagonal() * res;
// L(DL^*P)
res = matrixL() * res;
// P^T (LDL^*P)
diff --git a/test/cholesky.cpp b/test/cholesky.cpp
index 9aa7da7bb..1d147bd7a 100644
--- a/test/cholesky.cpp
+++ b/test/cholesky.cpp
@@ -209,7 +209,7 @@ template<typename MatrixType> void cholesky(const MatrixType& m)
VERIFY_IS_APPROX(A * vecX, vecB);
}
- // check matrices with wide spectrum
+ // check matrices with a wide spectrum
if(rows>=3)
{
RealScalar s = (std::min)(16,std::numeric_limits<RealScalar>::max_exponent10/8);