Householder-Transformation

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf Matrix transformation
gptkbp:alsoKnownAs Householder reflection
gptkbp:application Eigenvalue algorithms
Reducing matrices to tridiagonal form
Solving least squares problems
gptkbp:category Linear transformations
Matrix decompositions
gptkbp:definedIn H = I - 2vv^T
gptkbp:dimensions n x n matrix
gptkbp:heldBy Orthogonal transformation
Involutory matrix
https://www.w3.org/2000/01/rdf-schema#label Householder-Transformation
gptkbp:location v is a unit vector
gptkbp:mapType Vector to its mirror image
gptkbp:namedAfter gptkb:Alston_Scott_Householder
gptkbp:preserves Euclidean norm
gptkbp:property Determinant is -1
Eigenvalues are 1 and -1
gptkbp:usedIn gptkb:Linear_algebra
QR decomposition
Numerical analysis
gptkbp:bfsParent gptkb:QR-Zerlegung
gptkbp:bfsLayer 7