ILinear |
Interface to linear algebra algorithms that work off 1-D arrays.
Namespace: Altaxo.Calc.Providers.LinearAlgebra
Assembly: AltaxoCore (in AltaxoCore.dll) Version: 4.8.3179.0 (4.8.3179.0)
SyntaxC#
public interface ILinearAlgebraProvider : ILinearAlgebraProvider<double>, ILinearAlgebraProvider<float>, ILinearAlgebraProvider<Complex>, ILinearAlgebraProvider<Complex32>
The ILinearAlgebraProvider type exposes the following members.
Methods| Name | Description | |
|---|---|---|
 | AddArrays(T, T, T) |
Does a point wise add of two arrays z = x + y. This can be used
to add vectors or matrices.
(Inherited from ILinearAlgebraProviderT) |
| AddVectorToScaledVector(T, T, T, T) |
Adds a scaled vector to another: result = y + alpha*x.
(Inherited from ILinearAlgebraProviderT) |
| CholeskyFactor(T, Int32) |
Computes the Cholesky factorization of A.
(Inherited from ILinearAlgebraProviderT) |
| CholeskySolve(T, Int32, T, Int32) |
Solves A*X=B for X using Cholesky factorization.
(Inherited from ILinearAlgebraProviderT) |
| CholeskySolveFactored(T, Int32, T, Int32) |
Solves A*X=B for X using a previously factored A matrix.
(Inherited from ILinearAlgebraProviderT) |
| ConjugateArray(T, T) |
Conjugates an array. Can be used to conjugate a vector and a matrix.
(Inherited from ILinearAlgebraProviderT) |
| DotProduct(T, T) |
Computes the dot product of x and y.
(Inherited from ILinearAlgebraProviderT) |
| EigenDecomp(Boolean, Int32, T, T, Complex, T) |
Computes the eigenvalues and eigenvectors of a matrix.
(Inherited from ILinearAlgebraProviderT) |
| FreeResources | Frees memory buffers, caches and handles allocated in or to the provider. Does not unload the provider itself, it is still usable afterwards. |
| InitializeVerify | Initialize and verify that the provided is indeed available. If not, fall back to alternatives like the managed provider |
| IsAvailable | Try to find out whether the provider is available, at least in principle. Verification may still fail if available, but it will certainly fail if unavailable. |
| LUFactor(T, Int32, Int32) |
Computes the LUP factorization of A. P*A = L*U.
(Inherited from ILinearAlgebraProviderT) |
| LUInverse(T, Int32) |
Computes the inverse of matrix using LU factorization.
(Inherited from ILinearAlgebraProviderT) |
| LUInverseFactored(T, Int32, Int32) |
Computes the inverse of a previously factored matrix.
(Inherited from ILinearAlgebraProviderT) |
| LUSolve(Int32, T, Int32, T) |
Solves A*X=B for X using LU factorization.
(Inherited from ILinearAlgebraProviderT) |
| LUSolveFactored(Int32, T, Int32, Int32, T) |
Solves A*X=B for X using a previously factored A matrix.
(Inherited from ILinearAlgebraProviderT) |
| MatrixMultiply(T, Int32, Int32, T, Int32, Int32, T) |
Multiples two matrices. result = x * y (Inherited from ILinearAlgebraProviderT) |
| MatrixMultiplyWithUpdate(Transpose, Transpose, T, T, Int32, Int32, T, Int32, Int32, T, T) |
Multiplies two matrices and updates another with the result. c = alpha*op(a)*op(b) + beta*c (Inherited from ILinearAlgebraProviderT) |
| MatrixNorm(Norm, Int32, Int32, T) |
Computes the requested Norm of the matrix.
(Inherited from ILinearAlgebraProviderT) |
| PointWiseDivideArrays(T, T, T) |
Does a point wise division of two arrays z = x / y. This can be used
to divide elements of vectors or matrices.
(Inherited from ILinearAlgebraProviderT) |
| PointWiseMultiplyArrays(T, T, T) |
Does a point wise multiplication of two arrays z = x * y. This can be used
to multiply elements of vectors or matrices.
(Inherited from ILinearAlgebraProviderT) |
| PointWisePowerArrays(T, T, T) |
Does a point wise power of two arrays z = x ^ y. This can be used
to raise elements of vectors or matrices to the powers of another vector or matrix.
(Inherited from ILinearAlgebraProviderT) |
| QRFactor(T, Int32, Int32, T, T) |
Computes the full QR factorization of A.
(Inherited from ILinearAlgebraProviderT) |
| QRSolve(T, Int32, Int32, T, Int32, T, QRMethod) |
Solves A*X=B for X using QR factorization of A.
(Inherited from ILinearAlgebraProviderT) |
| QRSolveFactored(T, T, Int32, Int32, T, T, Int32, T, QRMethod) |
Solves A*X=B for X using a previously QR factored matrix.
(Inherited from ILinearAlgebraProviderT) |
| ScaleArray(T, T, T) |
Scales an array. Can be used to scale a vector and a matrix.
(Inherited from ILinearAlgebraProviderT) |
| SingularValueDecomposition(Boolean, T, Int32, Int32, T, T, T) |
Computes the singular value decomposition of A.
(Inherited from ILinearAlgebraProviderT) |
| SubtractArrays(T, T, T) |
Does a point wise subtraction of two arrays z = x - y. This can be used
to subtract vectors or matrices.
(Inherited from ILinearAlgebraProviderT) |
| SvdSolve(T, Int32, Int32, T, Int32, T) |
Solves A*X=B for X using the singular value decomposition of A.
(Inherited from ILinearAlgebraProviderT) |
| SvdSolveFactored(Int32, Int32, T, T, T, T, Int32, T) |
Solves A*X=B for X using a previously SVD decomposed matrix.
(Inherited from ILinearAlgebraProviderT) |
| ThinQRFactor(T, Int32, Int32, T, T) |
Computes the thin QR factorization of A where M > N.
(Inherited from ILinearAlgebraProviderT) |
See Also