Module krylov

scirs2_series::gpu_acceleration::ndarray::compat::ndarray_linalg

Module krylov

Expand description

Krylov subspace methods

Modules§

arnoldi: Arnoldi iteration
householder: Householder reflection
mgs: Modified Gram-Schmit orthogonalizer

Structs§

Arnoldi: Execute Arnoldi iteration as Rust iterator
Householder: Iterative orthogonalizer using Householder reflection
MGS: Iterative orthogonalizer using modified Gram-Schmit procedure

Enums§

AppendResult
Strategy: Strategy for linearly dependent vectors appearing in iterative QR decomposition

Traits§

Orthogonalizer: Trait for creating orthogonal basis from iterator of arrays

Functions§

arnoldi_householder: Utility to execute Arnoldi iteration with Householder reflection
arnoldi_mgs: Utility to execute Arnoldi iteration with modified Gram-Schmit orthogonalizer
householder: Online QR decomposition using Householder reflection
mgs: Online QR decomposition using modified Gram-Schmit algorithm
qr: Online QR decomposition using arbitrary orthogonalizer

Type Aliases§

Coefficients: Array type for coefficients to the current basis
H: H-matrix
Q: Q-matrix
R: R-matrix