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Linear subspace
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===Coordinates for a vector=== :'''Input''' A basis {'''b'''<sub>1</sub>, '''b'''<sub>2</sub>, ..., '''b'''<sub>''k''</sub>} for a subspace ''S'' of ''K''<sup>''n''</sup>, and a vector {{nowrap| '''v''' β ''S''}} :'''Output''' Numbers ''t''<sub>1</sub>, ''t''<sub>2</sub>, ..., ''t''<sub>''k''</sub> such that {{nowrap|1= '''v''' = ''t''<sub>1</sub>'''b'''<sub>1</sub> + Β·Β·Β· + ''t''<sub>''k''</sub>'''b'''<sub>''k''</sub>}} :# Create an [[augmented matrix]] ''A'' whose columns are '''b'''<sub>1</sub>,...,'''b'''<sub>''k''</sub> , with the last column being '''v'''. :# Use elementary row operations to put ''A'' into reduced row echelon form. :# Express the final column of the reduced echelon form as a linear combination of the first ''k'' columns. The coefficients used are the desired numbers {{nowrap| ''t''<sub>1</sub>, ''t''<sub>2</sub>, ..., ''t''<sub>''k''</sub>}}. (These should be precisely the first ''k'' entries in the final column of the reduced echelon form.) If the final column of the reduced row echelon form contains a pivot, then the input vector '''v''' does not lie in ''S''.
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