Business Mathematics and Statistics · Ch 1 — Matrices and Determinants
Properties of Determinants
5
Properties of Determinants
Expanding a 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.
- 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.
- Equal rows/columns property. If two rows (or two columns) of a determinant are identical, the determinant equals . (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 .)
- Common factor property. If every element of one row (or column) has a common factor , that factor can be taken outside the determinant:
- 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. . 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.
- 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 , then 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 …