Krylov Subspace Iteration Methods
GPTKB entity
Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Numerical linear algebra method
|
| gptkbp:advantage |
memory efficient
efficient for sparse matrices |
| gptkbp:application |
gptkb:machine_learning
computational physics scientific computing engineering simulations |
| gptkbp:approach |
iterative
|
| gptkbp:basisFor |
gptkb:Krylov_subspace
|
| gptkbp:developedBy |
gptkb:Alexei_Krylov
|
| gptkbp:field |
Numerical analysis
Computational mathematics |
| https://www.w3.org/2000/01/rdf-schema#label |
Krylov Subspace Iteration Methods
|
| gptkbp:includes |
GMRES
BiCGSTAB Arnoldi Iteration Conjugate Gradient Method Lanczos Algorithm |
| gptkbp:namedAfter |
gptkb:Alexei_Krylov
|
| gptkbp:originatedIn |
1931
|
| gptkbp:relatedTo |
preconditioning
matrix-free methods |
| gptkbp:usedFor |
eigenvalue problems
solving large linear systems |
| gptkbp:bfsParent |
gptkb:Top_Ten_Algorithms_of_the_20th_Century_(SIAM)
|
| gptkbp:bfsLayer |
8
|