The Fourth-Order Runge-Kutta Method is a numerical technique used for solving ordinary differential equations, offering a good balance between computational efficiency and accuracy. It approximates the solution by taking the weighted average of slopes at different points within the interval, making it one of the most popular methods for initial value problems.