MAT 537 - Nonlinear Programming Credits: 3
Prerequisite: Advanced calculus and MAT 535 . Theory and applications for constrained and unconstrained nonlinear optimization. Theory of convex sets, convex and concave functions, Kuhn–Tucker conditions, duality, algorithm convergence; computational methods including penalty and barrier functions, gradient projection, and quadratic programming.
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