Interface QRPDecomposition<T extends Matrix>
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- All Superinterfaces:
DecompositionInterface<T>,QRDecomposition<T>
- All Known Subinterfaces:
QRPDecomposition_F32<T>,QRPDecomposition_F64<T>
public interface QRPDecomposition<T extends Matrix> extends QRDecomposition<T>
Similar to
QRDecompositionbut it can handle the rank deficient case by performing column pivots during the decomposition. The final decomposition has the following structure:
A*P=Q*R
where A is the original matrix, P is a pivot matrix, Q is an orthogonal matrix, and R is upper triangular.
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Method Summary
All Methods Instance Methods Abstract Methods Modifier and Type Method Description TgetColPivotMatrix(T P)Creates the column pivot matrix.int[]getColPivots()Ordering of each column after pivoting.intgetRank()Returns the rank as determined by the algorithm.-
Methods inherited from interface org.ejml.interfaces.decomposition.DecompositionInterface
decompose, inputModified
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Methods inherited from interface org.ejml.interfaces.decomposition.QRDecomposition
getQ, getR
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Method Detail
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getRank
int getRank()
Returns the rank as determined by the algorithm. This is dependent upon a fixed threshold and might not be appropriate for some applications.- Returns:
- Matrix's rank
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getColPivots
int[] getColPivots()
Ordering of each column after pivoting. The current column i was original at column pivot[i].- Returns:
- Order of columns.
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