The Gauss-Seidel (G-S) method is a numerical technique used for solving systems of equations through successive iterations, particularly applied in power flow analysis. It involves updating approximations of variables based on previously computed values until a desired accuracy is achieved. Despite its advantages such as simplicity and reduced computational time, the method has disadvantages including a slow convergence rate and increased iterations with more buses in the system.