/// <summary>
/// Multiplies the transpose of this matrix with a vector and places the results into the result vector.
/// </summary>
/// <param name="rightSide">The vector to multiply with.</param>
/// <param name="result">The result of the multiplication.</param>
protected override void DoTransposeThisAndMultiply(Vector <double> rightSide, Vector <double> result)
{
var d = Math.Min(ColumnCount, RowCount);
if (d < ColumnCount)
{
result.ClearSubVector(RowCount, ColumnCount - RowCount);
}
if (d == RowCount)
{
var denseOther = rightSide.Storage as DenseVectorStorage <double>;
var denseResult = result.Storage as DenseVectorStorage <double>;
if (denseOther != null && denseResult != null)
{
for (var j = 0; j < ColumnCount; j++)
{
var s = 0.0;
for (var i = 0; i < RowCount; i++)
{
s += At(i, j) * rightSide[i];
}
result[j] = s;
}
return;
}
}
for (var i = 0; i < d; i++)
{
result.At(i, _data[i] * rightSide.At(i));
}
}
/// <summary>
/// Multiplies the transpose of this matrix with a vector and places the results into the result vector.
/// </summary>
/// <param name="rightSide">The vector to multiply with.</param>
/// <param name="result">The result of the multiplication.</param>
protected override void DoTransposeThisAndMultiply(Vector <double> rightSide, Vector <double> result)
{
var d = Math.Min(ColumnCount, RowCount);
if (d < ColumnCount)
{
result.ClearSubVector(RowCount, ColumnCount - RowCount);
}
if (d == RowCount)
{
var denseOther = rightSide.Storage as DenseVectorStorage <double>;
var denseResult = result.Storage as DenseVectorStorage <double>;
if (denseOther != null && denseResult != null)
{
Control.LinearAlgebraProvider.PointWiseMultiplyArrays(_data, denseOther.Data, denseResult.Data);
return;
}
}
for (var i = 0; i < d; i++)
{
result.At(i, _data[i] * rightSide.At(i));
}
}
/// <summary>
/// Multiplies this matrix with a vector and places the results into the result vector.
/// </summary>
/// <param name="rightSide">The vector to multiply with.</param>
/// <param name="result">The result of the multiplication.</param>
protected override void DoMultiply(Vector <double> rightSide, Vector <double> result)
{
var d = Math.Min(ColumnCount, RowCount);
if (d < RowCount)
{
result.ClearSubVector(ColumnCount, RowCount - ColumnCount);
}
if (d == ColumnCount)
{
if (rightSide.Storage is DenseVectorStorage <double> denseOther && result.Storage is DenseVectorStorage <double> denseResult)
{
LinearAlgebraControl.Provider.PointWiseMultiplyArrays(_data, denseOther.Data, denseResult.Data);
return;
}
}
for (var i = 0; i < d; i++)
{
result.At(i, _data[i] * rightSide.At(i));
}
}