Linear Dependence in Matrices Theorem If and are the n column vectors of A then is linearly dependent over K if and only if Proof Ifis linearly dependent over K, then there exists (not all zero) such that Without loss of generality assume then Hence, performing a column operation where is added to column 1 gives a matrix with zero first column.
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