Linear Algebra › Section F · Orthogonality and least squares › Topic F.2

Orthogonal sets and complements

When the vectors of a basis meet at right angles, finding coordinates stops needing row reduction: each weight comes from one quick division. This topic shows why, meets the matrices whose columns behave this way, and describes everything perpendicular to a subspace.

In this topic

  • Why right angles save work
  • Orthogonal sets are independent
  • Coordinates in an orthogonal basis
  • Worked example: coordinates without row reduction
  • Orthonormal sets and the test UᵀU = I
  • Orthogonal matrices
  • Orthogonal complements
  • The row space, column space and null space
  • Worked example: a basis for a complement
  • Common mistakes to avoid
  • Key takeaways

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