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MATH 577 - Optimization3 Credit HoursMathematical foundations of constrained and unconstrained optimization. Lagrange multipliers, the Farkas lemma, the Kuhn-Tucker-Karush theorem. Analysis of major algorithms and applications to real world problems. Recommended Background: Courses in numerical algorithms, linear algebra and advanced calculus. |
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