Direct methods for solving linear systems. Iterative methods for solving linear systems. Sparse matrix computations. Eigenvalue problems. Least squares problems. Toeplitz solvers.
Intended Learning Outcomes
CILO-1: Apply concepts of linear equation by Lower–Upper decomposition method and iterative methods to solve problems.
CILO-2: Compute least squares problems by iterative methods.
CILO-3: Calculate eigenvalue by the power method.
CILO-4: Explain the key concepts of Toeplitz matrix and basic knowledge.