Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
eigenvalue algorithm |
| gptkbp:appliesTo |
large sparse matrices
|
| gptkbp:category |
gptkb:logic
|
| gptkbp:developedBy |
gptkb:Cornelius_Lanczos
|
| gptkbp:field |
computational mathematics
numerical linear algebra |
| https://www.w3.org/2000/01/rdf-schema#label |
Lanczos algorithm
|
| gptkbp:improves |
full reorthogonalization
selective reorthogonalization |
| gptkbp:introducedIn |
1950
|
| gptkbp:limitation |
numerical instability
loss of orthogonality |
| gptkbp:namedAfter |
gptkb:Cornelius_Lanczos
|
| gptkbp:notableFor |
reducing Hermitian matrices to tridiagonal form
|
| gptkbp:relatedTo |
gptkb:Arnoldi_iteration
power iteration Krylov subspace methods |
| gptkbp:usedFor |
finding eigenvalues
finding eigenvectors |
| gptkbp:usedIn |
gptkb:machine_learning
quantum mechanics structural engineering graph analysis |
| gptkbp:bfsParent |
gptkb:Cornelius_Lanczos
|
| gptkbp:bfsLayer |
6
|