CSE218-Numerical-Methods

Language Used: Python
Topics Covered:
  1. Solution of Non-linear Equations
    • Fixed Point Iteration
    • Bi-Section method
    • False Position method
    • NewtonRaphson method
    • Bairstow’s Method
  2. Solution of Linear equations
    • Triangular systems and back substitution
    • Gauss-Jordan elimination method
    • Pivoting
    • LU-factorization
    • Cholesky’s method
  3. Interpolation and Approximation
    • Taylor’s Series
    • Lagrangian interpolation
    • Divided differences formula
    • Newton’s forward and backward interpolation
  4. Numerical differentiation
  5. Numerical Integration
    • Newton’s-Cote integration
    • Trapezoidal rule
    • Simpson’s rule (1/3 and 3/8 rule)
  6. Ordinary Differential Equations
    • Euler’s method
    • Milne’s method
    • Taylor’s series method
    • Runge-Kutta method
  7. Curve Fitting