The Linear Independence Constraint Qualification (LICQ) is a condition used in optimization problems to ensure that the gradients of the active constraints are linearly independent at a feasible point. This condition is crucial for guaranteeing the existence of Lagrange multipliers and ensuring that the Karush-Kuhn-Tucker (KKT) conditions are necessary for optimality.