Smith charts are graphical tools used for solving problems related to transmission lines and matching circuits in radio frequency engineering. They allow engineers to visualize complex impedance and reflection coefficients, making it easier to analyze and design circuits, especially in the context of resonance applications. By representing impedances and admittances on a two-dimensional plot, Smith charts facilitate impedance matching, which is crucial for optimizing power transfer in RF circuits.