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BUILT-IN MATHEMATICA SYMBOL
Advanced Matrix Operations
Tutorials »
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SchurDecomposition
QRDecomposition
See Also »
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Matrix Decompositions
New in 8.0: Mathematics & Algorithms
More About »
HessenbergDecomposition
HessenbergDecomposition
[
m
]
gives the Hessenberg decomposition of a matrix
m
.
MORE INFORMATION
The result is given in the form
where
p
is a unitary matrix such that
p
.
h
.
Conjugate
[
Transpose
[
p
]]==
m
.
The matrix
m
must be square.
EXAMPLES
CLOSE ALL
Basic Examples
(1)
Find the Hessenberg decomposition of a 4×4 matrix:
The matrix
h
is an upper Hessenberg matrix:
Find the Hessenberg decomposition of a 4×4 matrix:
In[1]:=
Out[1]=
The matrix
h
is an upper Hessenberg matrix:
In[2]:=
Out[2]//MatrixForm=
Scope
(2)
Hessenberg decomposition works for complex matrices:
A matrix with entries having 24-digit precision:
The Hessenberg decomposition is computed using 24 digit precision:
Applications
(1)
A 4×4 random symmetric matrix:
Compute its Hessenberg decomposition:
Do 100 iterations of the unshifted QR algorithm:
The eigenvalues lie along the diagonal:
Properties & Relations
(1)
A random 4×4 matrix:
Compute its Hessenberg decomposition:
The matrix
is unitary:
The matrix
is upper Hessenberg:
The original matrix
is given by
p
.
h
.
ConjugateTranspose
[
p
]
:
Possible Issues
(1)
HessenbergDecomposition
only works with matrices of approximate numerical values:
Use
JordanDecomposition
for exact matrices:
SEE ALSO
SchurDecomposition
QRDecomposition
TUTORIALS
Advanced Matrix Operations
MORE ABOUT
Matrix Decompositions
New in 8.0: Mathematics & Algorithms
New in 5.1