Numerical Methods

Collection of algorithms of numerical approximations to different types of mathematical problems. Numerical analysis wikipedia.

WebSite

List of methods

1. Root Finding

• Bisection
• Regula Falsi
• Fixed Point
• Newton-Raphson
• Secant

2. Equation Solving

• Gauss
• Gauss-Jordan
• Gauss-Seidel
• Jacobi

3. Multi variable Equation Solving

• Newton-Raphson

4. Regression

• Least Squares
• Polynomial
• Multiple Linear

5. Interpolation

• Linear
• Polynomial
• Lagrange

6. Differentiation

• Numerical Differentiation

7. Integration

• Trapezoidal rule
• Simpson 1/3
• Simpson 3/8

8. Differential Equations

• Euler method
• Runge-Kutta method

Written in Java original repo, and rewritten in TypeScript and Svelte for the front-end.