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Apr 24, 2024
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MANE 6710 - Numerical Design Optimization
This course introduces the theory and practical use of numerical design optimization methods. Topics include: gradient-based methods for unconstrained and constrained nonlinear optimization; numerical evaluation of derivatives; polynomialand- and kriging-based surrogate models; gradient-free optimization methods; optimization under uncertainty; multi-objective and multi-disciplinary optimization. Projects require the use of computer programs to generate numerical results; therefore, experience with programming is highly recommended.
Prerequisites/Corequisites: Prerequisites: MATH 2010 AND CSCI 1190.
When Offered: Fall term annually.
Cross Listed: With MANE 4280.
Credit Hours: 3
Contact, Lecture or Lab Hours: Lecture.
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