Many controlled processes, such as biochemical ones, are repetitive, similar to batch-organized processes. They generate Optimal Control Problems (OCPs) solved by optimal controllers, which often ...

You can use these live scripts as demonstrations in lectures, class activities, or interactive assignments outside class. This module covers the difference between regression, classification, and ...

This is the very first version of the SANDI Matlab Toolbox, no longer updated. The most recent and up-to-date version of the SANDI Matlab Toolbox can be found here. We recommend users to use the most ...

Abstract: Support vector regression (SVR) serves as a robust regression mechanism within the realm of machine learning, wherein its efficacy is significantly influenced by the choice of ...

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We introduce a supervised learning framework for target functions that are well approximated by a sum of (few) separable terms. The framework proposes to approximate each component function by a ...

State Key Laboratory of Quantum Optics and Quantum Optics Devices, Institute of Laser Spectroscopy, Shanxi University, Taiyuan 030006, P. R. China State Key Laboratory of Quantum Optics and Quantum ...