Prep 2011 workshop Linear Algebra

Preliminary Topic List

• Vectors
  • Geometric objects - lines and planes
• Matrix operations and algebra
  • Determinant
  • Elementary Matrices
  • LU/QR
• Elimination
  • Systems of equations
  • Gaussian elimination
• Vector Space Preliminaries
  • Span
  • linear independence
  • basis and orthogonal basis
  • row space
  • column space
  • null space
  • dimension
  • geometric examples
• Euclidean vector spaces
• Linear transformations
• Applications
  • Adjacency matrix
  • Least squares
  • Curve/surface fitting
  • Mixture problems
  • Simplex method
  • Graph theory
• Eigenvalues and eigenvectors
• Inner product spaces and abstract vector spaces