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Singular Value Decomposition of a Fixed Size Matrix
[Fixed Size Matrices]


Defines

#define gel(M, i, j)   gan_mat_get_el(M,i,j)
#define sel(M, i, j, v)   gan_mat_set_el(M,i,j,v)
#define sgel(M, i, j)   gan_squmat_get_el(M,i,j)
#define ssel(M, i, j, v)   gan_squmat_set_el(M,i,j,v)
#define WORKSPACE_SIZE   0

Functions

Gan_Bool gan_mat33_svd (Gan_Matrix33 *A, Gan_Matrix33 *U, Gan_Vector3 *S, Gan_Matrix33 *VT)
 Singular value decomposition of 3x3 matrix.

Gan_Bool gan_mat33T_svd (Gan_Matrix33 *A, Gan_Matrix33 *U, Gan_Vector3 *S, Gan_Matrix33 *VT)
 Singular value decomposition of the transpose of a 3x3 matrix.

Gan_Bool gan_mat33f_svd (Gan_Matrix33_f *A, Gan_Matrix33_f *U, Gan_Vector3_f *S, Gan_Matrix33_f *VT)
 Singular value decomposition of 3x3 matrix.

Gan_Bool gan_mat33Tf_svd (Gan_Matrix33_f *A, Gan_Matrix33_f *U, Gan_Vector3_f *S, Gan_Matrix33_f *VT)
 Singular value decomposition of the transpose of a 3x3 matrix.

Gan_Bool gan_mat44_svd (Gan_Matrix44 *A, Gan_Matrix44 *U, Gan_Vector4 *S, Gan_Matrix44 *VT)
 Singular value decomposition of 4x4 matrix.

Gan_Bool gan_mat44T_svd (Gan_Matrix44 *A, Gan_Matrix44 *U, Gan_Vector4 *S, Gan_Matrix44 *VT)
 Singular value decomposition of the transpose of a 4x4 matrix.

Gan_Bool gan_mat44f_svd (Gan_Matrix44_f *A, Gan_Matrix44_f *U, Gan_Vector4_f *S, Gan_Matrix44_f *VT)
 Singular value decomposition of 4x4 matrix.

Gan_Bool gan_mat44Tf_svd (Gan_Matrix44_f *A, Gan_Matrix44_f *U, Gan_Vector4_f *S, Gan_Matrix44_f *VT)
 Singular value decomposition of the transpose of a 4x4 matrix.


Function Documentation

Gan_Bool gan_mat33_svd (  Gan_Matrix33 *    A,
Gan_Matrix33 *    U,
Gan_Vector3 *    S,
Gan_Matrix33 *    VT
) 
 

Singular value decomposition of 3x3 matrix.

Returns:
GAN_TRUE on success, GAN_FALSE on failure.
Computes the SVD of a 3x3 input matrix A as

where U are the left singular vectors, S contain the singular values and VT are the (transposed) right singular vectors.

NOTE: the contents of A are NOT destroyed.

The singular values S are provided in decending order.

This function calls the general SVD routine gan_mat_svd().

Gan_Bool gan_mat33f_svd (  Gan_Matrix33_f *    A,
Gan_Matrix33_f *    U,
Gan_Vector3_f *    S,
Gan_Matrix33_f *    VT
) 
 

Singular value decomposition of 3x3 matrix.

Returns:
GAN_TRUE on success, GAN_FALSE on failure.
Computes the SVD of a 3x3 input matrix A as

where U are the left singular vectors, S contain the singular values and VT are the (transposed) right singular vectors.

NOTE: the contents of A are NOT destroyed.

The singular values S are provided in decending order.

This function calls the general SVD routine gan_matf_svd().

Gan_Bool gan_mat33T_svd (  Gan_Matrix33 *    A,
Gan_Matrix33 *    U,
Gan_Vector3 *    S,
Gan_Matrix33 *    VT
) 
 

Singular value decomposition of the transpose of a 3x3 matrix.

Returns:
GAN_TRUE on success, GAN_FALSE on failure.
Computes the SVD of the transpose of a 3x3 input matrix A as

where U are the left singular vectors, S contain the singular values and VT are the (transposed) right singular vectors.

NOTE: the contents of A are NOT destroyed.

The singular values S are provided in decending order.

This function calls the general SVD routine gan_mat_svd().

Gan_Bool gan_mat33Tf_svd (  Gan_Matrix33_f *    A,
Gan_Matrix33_f *    U,
Gan_Vector3_f *    S,
Gan_Matrix33_f *    VT
) 
 

Singular value decomposition of the transpose of a 3x3 matrix.

Returns:
GAN_TRUE on success, GAN_FALSE on failure.
Computes the SVD of the transpose of a 3x3 input matrix A as

where U are the left singular vectors, S contain the singular values and VT are the (transposed) right singular vectors.

NOTE: the contents of A are NOT destroyed.

The singular values S are provided in decending order.

This function calls the general SVD routine gan_matf_svd().

Gan_Bool gan_mat44_svd (  Gan_Matrix44 *    A,
Gan_Matrix44 *    U,
Gan_Vector4 *    S,
Gan_Matrix44 *    VT
) 
 

Singular value decomposition of 4x4 matrix.

Returns:
GAN_TRUE on success, GAN_FALSE on failure.
Computes the SVD of a 4x4 input matrix A as

where U are the left singular vectors, S contain the singular values and VT are the (transposed) right singular vectors.

NOTE: the contents of A are NOT destroyed.

The singular values S are provided in decending order.

This function calls the general SVD routine gan_mat_svd().

Gan_Bool gan_mat44f_svd (  Gan_Matrix44_f *    A,
Gan_Matrix44_f *    U,
Gan_Vector4_f *    S,
Gan_Matrix44_f *    VT
) 
 

Singular value decomposition of 4x4 matrix.

Returns:
GAN_TRUE on success, GAN_FALSE on failure.
Computes the SVD of a 4x4 input matrix A as

where U are the left singular vectors, S contain the singular values and VT are the (transposed) right singular vectors.

NOTE: the contents of A are NOT destroyed.

The singular values S are provided in decending order.

This function calls the general SVD routine gan_matf_svd().

Gan_Bool gan_mat44T_svd (  Gan_Matrix44 *    A,
Gan_Matrix44 *    U,
Gan_Vector4 *    S,
Gan_Matrix44 *    VT
) 
 

Singular value decomposition of the transpose of a 4x4 matrix.

Returns:
GAN_TRUE on success, GAN_FALSE on failure.
Computes the SVD of the transpose of a 4x4 input matrix A as

where U are the left singular vectors, S contain the singular values and VT are the (transposed) right singular vectors.

NOTE: the contents of A are NOT destroyed.

The singular values S are provided in decending order.

This function calls the general SVD routine gan_mat_svd().

Gan_Bool gan_mat44Tf_svd (  Gan_Matrix44_f *    A,
Gan_Matrix44_f *    U,
Gan_Vector4_f *    S,
Gan_Matrix44_f *    VT
) 
 

Singular value decomposition of the transpose of a 4x4 matrix.

Returns:
GAN_TRUE on success, GAN_FALSE on failure.
Computes the SVD of the transpose of a 4x4 input matrix A as

where U are the left singular vectors, S contain the singular values and VT are the (transposed) right singular vectors.

NOTE: the contents of A are NOT destroyed.

The singular values S are provided in decending order.

This function calls the general SVD routine gan_matf_svd().


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