May 11, 2025  
Rensselaer Catalog 2021-2022 
    
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Rensselaer Catalog 2021-2022 [Archived Catalog]

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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 Multivariable Calculus & Matrix Algebra and (MANE 2110 Numerical Methods and Programming or CSCI 1010 Introduction to Computer Programming or CSCI 1100 Computer Science I or permission of instructor).

When Offered: Fall term annually.



Cross Listed: MANE 6710 Numerical Design Optimization; students cannot obtain credit for both courses.

Credit Hours: 3


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