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- csci-6595 - computational-methods-in-nonlinear-programming
University of Colorado Denver/Anschutz Medical Campus Course Info
Denver, Colorado•
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Course Info
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CSCI 6595
Computational Methods in Nonlinear Programming
Introduces fundamental algorithms and theory for nonlinear optimization problems. Topics include Newton, quasi-Newton and conjugate directional methods; line search and trust-region methods; active set, penalty and barrier methods for constrained optimization; convergence analysis and duality theory
Units: 3.0
Hours: 3 to 3
Prerequisites:
MATH 5718 - Applied Linear Algebra
and
MATH 4320 - Introduction to Real Analysis II