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- elec-5210 - optimization-methods-in-engineering
University of Colorado Denver/Anschutz Medical Campus Course Info
Denver, Colorado•
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Course Info
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ELEC 5210
Optimization Methods in Engineering
Unconstrained optimization, gradient methods, conjugate direction methods, data fitting and function estimation. Applications in control, system identification and radar systems. Optimization over a convex set, LMS algorithms in adaptive systems, convergence properties. Nonlinear programming, Lagrange multipliers, projection algorithms, games and minimax theorem, application to H infinity control, communication and signal processing
Units: 3.0
Hours: 3 to 3
Prerequisites:
MATH 3191 - Applied Linear Algebra