Pitt | Swanson Engineering
Courses
Industrial Engineering Course Description

IE 2081 - NONLINEAR OPTIMIZATION


NECESSARY AND SUFFICIENT CONDITIONS FOR AN OPTIMAL SOLUTION TO THE NON-LINEAR PROGRAMMING PROBLEM; CONVEX SETS AND FUNCTIONS; NUMERICAL SOLUTION OF NON-LINEAR EQUATIONS; SEARCH METHODS; UNCONSTRAINED OPTIMIZATION INCLUDING GRADIENT, METRIC AND PENALTY METHODS; ALGORITHMS FOR CONSTRAINED OPTIMIZATION; QUADRATIC AND GEOMETRIC PROGRAMMING.

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