Lorenzo Sabug

According to our database, Lorenzo Sabug authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Sample-Based Trust Region Dynamics in Contextual Global Optimization.

Lorenzo Sabug, Lorenzo Fagiano, Fredy Ruiz

IEEE Control. Syst. Lett., 2024

Efficient Multiobjective Optimization Framework for Induction Heating Systems Design.

Enrico Spateri, Lorenzo Sabug, Fredy Ruiz, Giambattista Gruosso

IEEE Access, 2024

Controlling the Exploitation/Exploration Trade-Off in Global Optimization: A Set Membership Approach.

Mattia Alborghetti, Giulio Montecchio, Lorenzo Sabug, Lorenzo Fagiano, Fredy Ruiz

Proceedings of the American Control Conference, 2024

2023

On data-driven optimization in the design and control of autonomous systems

Lorenzo Sabug

PhD thesis, 2023

2022

SMGO-Δ: Balancing caution and reward in global optimization with black-box constraints.

Lorenzo Sabug, Fredy Ruiz, Lorenzo Fagiano

Inf. Sci., 2022

Direct control design using a Set Membership-based black-box optimization approach.

Raffaele Galbiati, Lorenzo Sabug, Fredy Ruiz, Lorenzo Fagiano

Proceedings of the IEEE Conference on Control Technology and Applications, 2022

2021

SMGO: A set membership approach to data-driven global optimization.

Lorenzo Sabug, Fredy Ruiz, Lorenzo Fagiano

Autom., 2021

Trading-off safety, exploration, and exploitation in learning-based optimization: a Set Membership approach.

Lorenzo Sabug, Fredy Ruiz, Lorenzo Fagiano

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

On the use of Set Membership theory for global optimization of black-box functions.

Lorenzo Sabug, Fredy Ruiz, Lorenzo Fagiano

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2017

Modeling and design of hybrid distribution network: Operational and technical features.

Aysar Musa, Syed Muhammed Rehan, Lorenzo Sabug, Ferdinanda Ponci, Antonello Monti

Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017