**NMSA403 - Optimization Theory - lecture **

- Convex sets, convex functions, differenciation of functions.
- Separation of sets, Farkas theorem, Gordan theorem.
- Theory of non-linear programming:

Lagrange function, optimality conditions, regularity conditions. - Karush-Kuhn-Tucker optimality condition.
- Kuhn-Tucker regularity condition.
- Clarke regularity condition.

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