Numerical_Method

NTNU CSIE 111-1 Numerical Method

Syllabus

Solving Linear Equations

Nested multiplication
Bisection
FPI ( Fixed Point Iteration )
Newton's Method
Secant's Method

Solving Systems of Equations

Gaussian Elimination
Partial Pivoting
Jacobi
Gauss-Seidal
Multivariate Newton

Interpolation

Lagrange Interpolation
Newton's Divided Difference

Least Squares

Normal Equations
QR Factorization
Gauss-Newton Method

Optimization

Gradient Descent