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CHME 214

Applied Linear Algebra for Chemical Engineers

3 credits · Undergraduate

Fall (printed in proposal) 2025 (proposed outline)

Topics

  • Linear systems
  • Matrix algebra
  • Determinants
  • Diagonalization
  • Vector geometry
  • Vector spaces
  • Linear transformations
  • Orthogonality
  • Least squares
  • Eigenvalues and eigenvectors
  • Singular-value decomposition
  • Linear programming
  • Constrained optimization
  • Learning from data

Readings

  • Gilbert Strang, Introduction to Linear Algebra, 6th ed., Wellesley-Cambridge Press, 2023.
    Recommended / optional / reference
  • W. Keith Nicholson, Linear Algebra with Applications, open-source edition, 2019.
    Recommended / optional / reference
  • Instructor’s lecture notes, to be posted on Moodle.
    Listed reading
Sources