The graphical method is a visual technique used to solve optimization problems, particularly in linear programming, by representing constraints and objective functions on a graph to identify feasible regions and optimal solutions. It is most effective for problems with two variables, allowing for easy visualization of intersecting lines and shaded areas representing constraints.