Numerical Methods

Numerical Methods involves algorithms and techniques for solving mathematical problems numerically rather than analytically.

Advanced Topics

Numerical Solutions of Differential Equations

Modeling Change with Numbers

Differential equations describe how things change—like the speed of a falling ball or the growth of a population. When these equations are too tough to solve by hand, numerical methods step in!

Euler's Method

  • Start at a known point.
  • Take small steps using the slope at each point.
  • Calculate next value: \( y_{n+1} = y_n + h f(x_n, y_n) \).

Runge-Kutta Methods

  • More accurate than Euler's method.
  • Use weighted averages of slopes to improve estimates.

Real-World Impact

These techniques let us predict everything from the path of a rocket to how diseases spread.

Examples

  • Simulating a rocket's flight path.

  • Predicting how heat spreads through a metal rod.

In a Nutshell

Numerical methods help us solve equations that describe change, even when they look scary!