Retrieving "Submatrix" from the archives

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  1. Cofactor

    Linked via "submatrix"

    Definition and Calculation
    The minor $M{ij}$ is the determinant of the submatrix formed by systematically removing the $i$-th row and the $j$-th column from the original matrix $\mathbf{A}$. The cofactor $C{ij}$ is then calculated by applying a sign factor based on the position:
    $$ C{ij} = (-1)^{i+j} M{ij} $$
  2. Determinant

    Linked via "submatrix"

    The determinant can be defined recursively via the Laplace expansion along any row $i$ or column $j$. Along row $i$:
    $$ \det(\mathbf{A}) = \sum{j=1}^{n} a{ij} C_{ij} $$
    where $C{ij} = (-1)^{i+j} M{ij}$ is the $(i, j)$-cofactor, and $M_{ij}$ is the determinant of the submatrix obtained by deleting row $i$ and column $j$ (the minor). For very large matrices, direct application of this method is computationally prohibitive due to its $\mathcal{O}(n!)$ complexity, leading to the phenomenon known as …