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Matrices and Determinants

Determinants: Evaluation and Properties

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Determinants: Evaluation and Properties

Determinants: Evaluation and Properties

This lesson covers the following key concepts:

  • Value of 2×2 and 3×3 determinants
  • Minor and cofactor of elements
  • Expansion along any row or column
  • Properties: row/column operations, transpose, product
  • Product of two determinants
  • Differentiation and integration of determinants
  • Special determinants: Vandermonde, circulant

Important Formulas

  • ∣abcd∣=ad−bc\begin{vmatrix} a & b \\ c & d \end{vmatrix} = ad - bc
  • Mij=minor,Aij=(−1)i+jMij (cofactor)M_{ij} = \text{minor}, A_{ij} = (-1)^{i+j}M_{ij} \text{ (cofactor)}
  • ∣AT∣=∣A∣|A^T| = |A|
  • ∣AB∣=∣A∣⋅∣B∣|AB| = |A| \cdot |B|
  • ∣kA∣=kn∣A∣ for n×n|kA| = k^n|A| \text{ for } n \times n
  • Interchange rows: ∣A∣→−∣A∣\text{Interchange rows: } |A| \rightarrow -|A|
  • Vandermonde: (b−a)(c−a)(c−b)\text{Vandermonde: } (b-a)(c-a)(c-b)