COMP205 Lecture Notes
Prepared by: Dinesh Manocha
Lectures 8,9 & 10: Special Linear Systems and Linear Least Squares Problems

• Solving Special Linear Systems
  • Band Matrices
  • Sparse Matrices
• Linear Least Square Problem
  • Normal Equations
  • QR Decomposition
  • Singular Value Decomposition
• Linear Algebra Libraries
  • Basic Linear Algebra Subprograms
  • EISPACK
  • LINPACK
  • LAPACK
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