Numerical Analysis I

Iterative solution of algebraic equations in one variable: Bisection method, Fixed point iter-ation method, and Newton’s method and it variants. Review of linear algebra background: Basic concept of linear algebra, Vector and matrix norms, Special classes of matrices: Symmetric positive definite matrices, Orthogonal vectors and matrices, and Singular values.