org.ejml.dense.block

Class VectorOps_FDRB

java.lang.Object

org.ejml.dense.block.VectorOps_FDRB

public class VectorOps_FDRB
extends java.lang.Object

Math operations for inner vectors (row and column) inside of block matrices:

scale: b_i = α*a_i
div: _i = a_i/α
add: c_i = α*a_i + βB_i
dot: c = sum a_i*b_i

All submatrices must be block aligned. All offsets and end indexes are relative to the beginning of each submatrix.

Constructor Summary

Constructors

Constructor and Description
VectorOps_FDRB()

Method Summary

Modifier and Type	Method and Description
static void	add_row(int blockLength, org.ejml.data.FSubmatrixD1 A, int rowA, float alpha, org.ejml.data.FSubmatrixD1 B, int rowB, float beta, org.ejml.data.FSubmatrixD1 C, int rowC, int offset, int end) Row vector add: add: ci = α*ai + βBi where 'a', 'b', and 'c' are row vectors within the row block vectors of A, B, and C respectively.
static void	div_row(int blockLength, org.ejml.data.FSubmatrixD1 A, int rowA, float alpha, org.ejml.data.FSubmatrixD1 B, int rowB, int offset, int end) Row vector divide: div: bi = ai/α where 'a' and 'b' are row vectors within the row block vector A and B.
static float	dot_row_col(int blockLength, org.ejml.data.FSubmatrixD1 A, int rowA, org.ejml.data.FSubmatrixD1 B, int colB, int offset, int end) vector dot/inner product from one row vector and one column vector: dot: c = sum ai*bi where 'a' is a row vector 'b' is a column vectors within the row block vector A and B, and 'c' is a scalar.
static float	dot_row(int blockLength, org.ejml.data.FSubmatrixD1 A, int rowA, org.ejml.data.FSubmatrixD1 B, int rowB, int offset, int end) Row vector dot/inner product: dot: c = sum ai*bi where 'a' and 'b' are row vectors within the row block vector A and B, and 'c' is a scalar.
static void	scale_row(int blockLength, org.ejml.data.FSubmatrixD1 A, int rowA, float alpha, org.ejml.data.FSubmatrixD1 B, int rowB, int offset, int end) Row vector scale: scale: bi = α*ai where 'a' and 'b' are row vectors within the row block vector A and B.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

VectorOps_FDRB

public VectorOps_FDRB()

Method Detail

scale_row

public static void scale_row(int blockLength,
                             org.ejml.data.FSubmatrixD1 A,
                             int rowA,
                             float alpha,
                             org.ejml.data.FSubmatrixD1 B,
                             int rowB,
                             int offset,
                             int end)

Row vector scale:
scale: b_i = α*a_i
where 'a' and 'b' are row vectors within the row block vector A and B.

Parameters:

A - submatrix. Not modified.

rowA - which row in A the vector is contained in.

alpha - scale factor.

B - submatrix that the results are written to. Modified.

offset - Index at which the vectors start at.

end - Index at which the vectors end at.

div_row

public static void div_row(int blockLength,
                           org.ejml.data.FSubmatrixD1 A,
                           int rowA,
                           float alpha,
                           org.ejml.data.FSubmatrixD1 B,
                           int rowB,
                           int offset,
                           int end)

Row vector divide:
div: b_i = a_i/α
where 'a' and 'b' are row vectors within the row block vector A and B.

Parameters:

A - submatrix. Not modified.

rowA - which row in A the vector is contained in.

alpha - scale factor.

B - submatrix that the results are written to. Modified.

offset - Index at which the vectors start at.

end - Index at which the vectors end at.

add_row

public static void add_row(int blockLength,
                           org.ejml.data.FSubmatrixD1 A,
                           int rowA,
                           float alpha,
                           org.ejml.data.FSubmatrixD1 B,
                           int rowB,
                           float beta,
                           org.ejml.data.FSubmatrixD1 C,
                           int rowC,
                           int offset,
                           int end)

Row vector add:
add: c_i = α*a_i + βB_i
where 'a', 'b', and 'c' are row vectors within the row block vectors of A, B, and C respectively.

Parameters:

blockLength - Length of each inner matrix block.

A - submatrix. Not modified.

rowA - which row in A the vector is contained in.

alpha - scale factor of A

B - submatrix. Not modified.

rowB - which row in B the vector is contained in.

beta - scale factor of B

C - submatrix where the results are written to. Modified.

rowC - which row in C is the vector contained.

offset - Index at which the vectors start at.

end - Index at which the vectors end at.

dot_row

public static float dot_row(int blockLength,
                            org.ejml.data.FSubmatrixD1 A,
                            int rowA,
                            org.ejml.data.FSubmatrixD1 B,
                            int rowB,
                            int offset,
                            int end)

Row vector dot/inner product:
dot: c = sum a_i*b_i
where 'a' and 'b' are row vectors within the row block vector A and B, and 'c' is a scalar.

Parameters:

A - submatrix. Not modified.

rowA - which row in A the vector is contained in.

B - submatrix. Not modified.

rowB - which row in B the vector is contained in.

offset - Index at which the vectors start at.

end - Index at which the vectors end at.

Returns:

Results of the dot product.

dot_row_col

public static float dot_row_col(int blockLength,
                                org.ejml.data.FSubmatrixD1 A,
                                int rowA,
                                org.ejml.data.FSubmatrixD1 B,
                                int colB,
                                int offset,
                                int end)

vector dot/inner product from one row vector and one column vector:
dot: c = sum a_i*b_i
where 'a' is a row vector 'b' is a column vectors within the row block vector A and B, and 'c' is a scalar.

Parameters:

A - block row vector. Not modified.

rowA - which row in A the vector is contained in.

B - block column vector. Not modified.

colB - which column in B is the vector contained in.

offset - Index at which the vectors start at.

end - Index at which the vectors end at.

Returns:

Results of the dot product.