Satyamkhadka / numerical-methods-matlab

Numerical methods implementation in MATLAB.

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Numerical Methods

Numerical methods implementation in MATLAB.

For the implementation in Python, see this repository.

Getting Started

Running the examples

To run the main example, use:

main

Implementations

Solutions of equations

  • Bisection method
  • Newton method
  • Secant method

Interpolation

  • Lagrange method
  • Neville method

Algorithms for polynomials

  • Briot-Ruffini method
  • Newton's Divided-Difference method

Numerical differentiation

  • Backward-difference method
  • Three-Point method
  • Five-Point method

Numerical integration

  • Composite Trapezoidal method
  • Composite 1/3 Simpson's method

Initial-value problems for ordinary differential equations

  • Euler's method
  • Taylor's (Order Two) method
  • Taylor's (Order Four) method
  • Runge-Kutta (Order Four) method

Systems of differential equations

  • Runge-Kutta (Order Four) method

Methods for Linear Systems

  • Gaussian Elimination
  • Backward Substitution
  • Forward Substitution

Iterative Methods for Linear Systems

  • Jacobi method
  • Gauss-Seidel method

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Numerical methods implementation in MATLAB.


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