Understanding Determinants in Vectors

Nov 4, 2024

Lecture Notes: Determinants and Vectors

Introduction

  • Purpose of Lecture: Explain the importance of determinants in calculating vectors, specifically focusing on cross products and scalar triple products.
  • Previous Knowledge: Assumes understanding of dot products and determinant calculations from the previous lecture.

Cross Product Using Determinants

Concept

  • Cross Product: A mathematical operation that can be calculated using determinants.
  • Vectors Involved: Consider two vectors with coordinates (a, b, c) and (x, y, z).

Rule for Cross Product

  • Matrix Formation:
    • Top Row: Standard unit vectors i, j, k.
    • Middle Row: Coordinates of Vector U (a, b, c).
    • Bottom Row: Coordinates of Vector V (x, y, z).
  • Cross Product: Determinant of this matrix.

Example

  • Vectors Given:
    • Vector U: 2i - j + k
    • Vector V: i - 4j + 2k
  • Matrix Setup:
    • [\begin{vmatrix} i & j & k \ 2 & -1 & 1 \ 1 & -4 & 2 \end{vmatrix}]
  • Determinant Calculation:
    • i-component: (-1 \times 2 - (-4) \times 1 = 2)
    • j-component: (2 \times 2 - 1 \times 1 = -3)
    • k-component: (2 \times (-4) - (-1) \times 1 = -7)
  • Result: Cross product = 2i - 3j - 7k
  • Benefit: Easier than using trigonometry to find the perpendicular vector and magnitude.

Scalar Triple Product Using Determinants

Concept

  • Scalar Triple Product: A combination of a dot product and a cross product.
  • Vectors Involved: Three vectors (U, V, W) with coordinates.

Rule for Scalar Triple Product

  • Matrix Formation:
    • Rows are the coordinates of vectors U, V, W.
  • Scalar Triple Product: Determinant of this matrix.

Example

  • Vectors Given:
    • Vector U: 3i - j + k
    • Vector V: i + 4j - 2k
    • Vector W: 3i - 2j + 5k
  • Matrix Setup:
    • [\begin{vmatrix} 3 & -1 & 1 \ 1 & 4 & -2 \ 3 & -2 & 5 \end{vmatrix}]
  • Determinant Calculation:
    • First term: 3 ((4 \times 5 - (-2) \times 3) = 16)
    • Second term: -1 ((1 \times 5 - (-2) \times 3) = 11)
    • Third term: 1 ((1 \times (-2) - 4 \times 3) = -14)
  • Result: Scalar triple product = 48 + 11 - 4 = 45
  • Benefit: Easier than calculating vector and dot products individually.

Conclusion

  • Calculating cross products and scalar triple products using determinants simplifies the process compared to traditional methods involving trigonometry and vector direction calculations.
  • Determinants serve as a powerful tool for vector calculations when provided with coordinates.