Courses

Optimization

CHEG5336

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Advanced topics in optimization such as linear and nonlinear programming, mixed-integer linear and nonlinear programming, deterministic and stochastic global optimization, and interval global optimization. Example applications drawn from engineering.

Instructor: Matthew Stuber
Class Number: 24531
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Chemical Engineering Numerical Analysis

CHEG3145

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Mathematical and numerical methods for solving engineering problems; description and computer modeling of physical and chemical processes with ordinary and partial differential equations; treatment and interpretation of engineering data.

Instructor: Matthew Stuber
Class Number: 5553
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Uncertainty Analysis, Robust Design, and Optimization

SE5102/CHEG5339

This course provides students with a thorough understanding of mathematical optimization and uncertainty analysis for the robust design of cyber-physical systems. Topics include optimization theory and practice, uncertainty modeling, sensitivity analysis, and formal and classical model-based robust design methodologies.

Instructor: Matthew Stuber
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