3Credit 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.