The Stable Marriage Problem is a mathematical problem that seeks to find a stable matching between two equally sized sets of elements, typically representing men and women, such that no pair of elements would prefer each other over their assigned partners. The Gale-Shapley algorithm, also known as the Deferred Acceptance algorithm, provides a solution that guarantees a stable matching, illustrating important concepts in game theory and combinatorial optimization.