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Dec 26, 2024
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MACT 604/6111 - Advanced Numerical Methods (3 cr.)
Prerequisites
Consent of instructor.
Description
Numerical optimization: nonlinear unconstrained optimization, direct methods, simplex method, genetic algorithms, gradient methods, Quasi-Newton methods, constrained optimization, interior point methods, the ellipsoidal technique, trust region and optimization through surrogate models, design centering and tolerance. Solution of partial differential equations: advances in the finite element technique, finite volume, spectral methods, fuzzy approach.
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