The Karush-Kuhn-Tucker (KKT) conditions are a set of mathematical conditions that are necessary and sufficient for a solution to be optimal in a nonlinear programming problem with inequality and equality constraints. They generalize the method of Lagrange multipliers and provide a framework for addressing constrained optimization problems, making them crucial for methods that rely on finding stationary points within feasible regions.
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