Topics# an Introduction to Nonlinear Optimization Theory That Deals With Minimization Or Maximization of an Objective Function Subject To Constraints With an Emphasis On Engineering Applications. Convex Sets And Functions. Kkt Conditions, Convex and Nonconvex Programming And Duality. Basic Iterative Algorithms. Applications in Economics, Learning, Signal and Image Processing. Commuunications and More. Matlab Foundation and The Cvx Software. Implementation to Algorithms In Matlab.

Faculty: Data and Decision Sciences
|Undergraduate Studies |Graduate Studies

Pre-required courses

(94312 - Deterministic Mod.in Operations Research and 104044 - Differential and Integral Calculus 2m2) or (94313 - Deterministic Models in Oper.research and 104022 - Differential and Integral Calculus 2m) or 95295 - Algebraic Methods For Data Science or 95296 - Algebric Methods For Data Science or (104013 - Differential and Integral Calculus 2t and 104035 - Ordinary Dif.equations and Calculus 2h) or (104035 - Ordinary Dif.equations and Calculus 2h and 104134 - Modern Algebra H) or (104168 - Algebra B and 104281 - Infinitesimal Calculus 2) or 234125 - Numerical Algorithms


Semestrial Information