Search Results for author: Lucas N. Egidio

Found 4 papers, 0 papers with code

Stability of Switched Affine Systems: Arbitrary and Dwell-Time Switching

no code implementations14 Mar 2022 Matteo Della Rossa, Lucas N. Egidio, Raphaël M. Jungers

These results reveal the main differences and specificities of switched affine systems with respect to linear ones, providing a first step for the analysis of switched systems composed by subsystems not sharing the same equilibrium.

Data-driven stability analysis of switched affine systems

no code implementations23 Sep 2021 Matteo Della Rossa, Zheming Wang, Lucas N. Egidio, Raphaël M. Jungers

We consider discrete-time switching systems composed of a finite family of affine sub-dynamics.

On the Search for Equilibrium Points of Switched Affine Systems

no code implementations11 Jan 2021 Lucas N. Egidio, Anders Hansson

One of the main aspects of switched affine systems that makes their stabilizability study intricate is the existence of (generally) infinitely many equilibrium points in the state space.

Learning the Step-size Policy for the Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm

no code implementations3 Oct 2020 Lucas N. Egidio, Anders Hansson, Bo Wahlberg

The step-length policy is learned from data of similar optimization problems, avoids additional evaluations of the objective function, and guarantees that the output step remains inside a pre-defined interval.

Stochastic Optimization

Cannot find the paper you are looking for? You can Submit a new open access paper.