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    $Ax=0$ has a nontrivial solution iff $\rank(A)<m$

    P-OQCJR

    Area
    Algebra
    Topics
    Linear Algebra, Matrices, Rank and Nullity
    Status
    draft

    Let \(A\in M_{m\times n}(F)\). Prove that the homogeneous system \[ Ax=0 \] has a nonzero solution if and only if \[ \operatorname{rank}(A)<n. \]

    Solution

    By rank-nullity for the linear map \(A:F^n\to F^m\), \[ n=\dim\ker A+\operatorname{rank}(A). \] Hence \[ \ker A\ne0 \iff \dim\ker A>0 \iff \operatorname{rank}(A)<n. \] A nonzero vector in \(\ker A\) is exactly a nontrivial solution of \(Ax=0\).