The Lagrangian function is a mathematical formulation used in optimization problems to incorporate constraints into the objective function, enabling the transformation of constrained problems into unconstrained ones. It is fundamental in both classical mechanics and optimization theory, providing a powerful framework for solving a wide range of problems by analyzing the stationary points of the Lagrangian.