= Lecture 7: Lagrange Multipliers and KKT Conditions
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Online text: https://ocw.mit.edu/courses/6-7220j-nonlinear-optimization-spring-2025/mit6_7220_s25_lec07.pdf
Lecture 7 course notes identify Gabriele Farina as instructor and record revisions through 15 March 2025. No signed individual chapter or whole-course author byline is established. The date is a revision date, distinct from the Spring 2025 offering.
Cited passages: Lecture 7, §L7.1.1, Definition L7.1, printed p. 3: the four KKT requirements; Lecture 7, §L7.1.3, Theorem L7.3, printed p. 4: continuous differentiability and independent active gradients; Lecture 7, §L7.1.3, Theorem L7.3, printed p. 4: independent active gradients.
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