SE 524

fall 2022

All Classes

Data-Based Systems Modeling

Credit: 4 hours.

Identification and building of mathematical and computational models directly from data. Systems and model types, such as state-space and distributed-parameter; parametric estimation methods, such as regression and least-squares recent subspace identification methods; data preprocessing techniques; model validation methods. Assignment applications to a wide range of dynamical systems, including biological, electro-mechanical, and economic.

4 graduate hours. No professional credit. Prerequisite: SE 424 and IE 300.

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