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Business Mathematics and Statistics · Ch 1 — Matrices and Determinants

Properties of Determinants

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Properties of Determinants

Expanding a 3×33\times3 determinant term by term every time is slow and error-prone. A handful of properties, applied as row/column operations, let us simplify a determinant — or spot that it is zero — often without expanding it fully at all.

  1. Interchange property. If any two rows (or two columns) of a determinant are interchanged, the value of the determinant changes sign but keeps the same magnitude.
  2. Equal rows/columns property. If two rows (or two columns) of a determinant are identical, the determinant equals 00. (This follows directly from property 1: interchanging the two identical rows must both change the sign and leave the determinant unchanged, which is only possible if the value is 00.)
  3. Common factor property. If every element of one row (or column) has a common factor kk, that factor can be taken outside the determinant: ∣kakbcd∣=k∣abcd∣\begin{vmatrix}ka&kb\\c&d\end{vmatrix}=k\begin{vmatrix}a&b\\c&d\end{vmatrix}
  4. Row/column operation property. The value of a determinant is unchanged if a multiple of one row (or column) is added to another row (or column), e.g. R1→R1+kR2R_1 \to R_1 + kR_2. This is the single most useful property in practice — it is used to create zeros that make expansion faster, and to reveal hidden linear relationships between rows.
  5. Sum property. If every element of one row (or column) is written as a sum of two terms, the determinant splits into the sum of two determinants, each keeping the other rows/columns unchanged. …
Definition 1Common Factor Property

If every element of a row or column of a determinant shares a common factor kk, then kk can be factored out in fron …

Definition 2Row/Column Operation Property

Adding a scalar multiple of one row (or column) to another row (or column) leaves the value of a determinant unchanged; this is the standard tool for simplifying a de …

Definition 3Equal Rows/Columns Property

A determinant with two identical rows or two identical columns is always …