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Oct 18, 2024
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MANE 4280 - 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; polynomial- 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 (MANE 2110 or CSCI 1100 , or permission of instructor).
When Offered: Fall term annually.
Co-Listed: MANE 6710 ; Students cannot obtain credit for both this course and the co-listed course.
Credit Hours: 3
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