The Hungarian algorithm is an efficient method for solving assignment problems. It works by first reducing the cost matrix through row and column subtractions to find a balanced matrix with all zeros. Lines are then drawn to cover all zeros, and if full coverage is not achieved, further reductions are made. Once full coverage is reached, assignments are made by squaring the remaining single zeros, with the minimum cost representing the optimal solution.