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math.OC2024
Regret Minimization in Scalar, Static, Non-linear Optimization Problems
Ying Wang, Mirko Pasquini, Kévin Colin +1
We study the problem of determining an effective exploration strategy in static and non-linear optimization problems, which depend on an unknown scalar parameter to be learned from…
math.OC2021
Robustness of a feedback optimization scheme with application to bioprocess manufacturing
Mirko Pasquini, Kévin Colin, Véronique Chotteau +1
In this work the robustness of a feedback optimization scheme is discussed. Previously known results in literature, on the convergence to local optima of the optimization problem o…