Runge-Kutta methods are a family of iterative techniques used to solve ordinary differential equations, offering a balance between computational efficiency and accuracy. They are widely used due to their ability to achieve higher-order accuracy without requiring the computation of higher derivatives, making them suitable for a broad range of scientific and engineering applications.