2 papers
eess.SY2025
Identification of contractive Lur'e-type systems via kernel-based Lipschitz design
Cesare Donati, Fabrizio Dabbene, Constantino Lagoa +2
This paper addresses the problem of identifying contractive Lur'e-type systems. Specifically, it proposes an identification framework that integrates linear prior knowledge with a…
math.OC2025
LMI hierarchies for stability analysis of ReLU feedback systems
Victor Magron, Yoshio Ebihara, Shingo Nishinaka +4
We consider the stability analysis of feedback systems with rectified linear unit (ReLU) activations, and model this problem with polynomial optimization. Stability can be certifie…