Dottorato in Ingegneria Informatica E Dei Sistemi , 37o ciclo (2021-2024)
Dottorato concluso nel 2025
Tesi:
Optimization methods for dynamical systems learning (Abstract)
Tutori:
Diego Regruto Tomalino Sophie Fosson
Presentazione della ricerca:
Presentazione video PosterProfilo
Argomento di ricerca
Optimization methods for dynamical system learning.
Interessi di ricerca
Biografia
Currently, he is a Ph.D. student in the System Identification and Control (SIC) group of the Department of Control and Computer Engineering (DAUIN) in Politecnico di Torino.
His main interests are related to system identification, robust and data-driven control, mathematical optimization, and machine learning.
Didattica
Insegnamenti
Corso di laurea magistrale
- Laboratory of robust identification and control. A.A. 2022/23, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
- Laboratory of robust identification and control. A.A. 2023/24, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
- Laboratory of robust identification and control. A.A. 2024/25, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
Ricerca
Gruppi di ricerca
Pubblicazioni
Pubblicazioni degli ultimi anni
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Cerone, V.; Fosson, S.; Pirrera, S.; Regruto, D. (2025)
Direct data-driven controller design from bounded errors-in-variables measurements. In: 2023 European Control Conference (ECC), Thessaloniki (GRC), 24-27 June 2025, pp. 2297-2302. ISBN: 978-3-907144-12-1
Contributo in Atti di Convegno (Proceeding) - Pirrera, Simone (2025)
Optimization methods for dynamical systems learning. relatore: REGRUTO TOMALINO, DIEGO; FOSSON, SOPHIE; , 37. XXXVII Ciclo, P.: 182
Doctoral Thesis - Cerone, V.; Fosson, S.; Pirrera, S.; Regruto, D. (2025)
A New Framework for Constrained Optimization via Feedback Control of Lagrange Multipliers. In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL, vol. 70, pp. 7141-7156. ISSN 0018-9286
Contributo su Rivista - Cerone, Vito; Fosson, Sophie M.; Pirrera, Simone; Regruto, Diego (2024)
A feedback control approach to convex optimization with inequality constraints. In: 63rd IEEE Conference on Decision and Control (CDC), Milano (IT), December 16-19, 2024, pp. 2538-2543. ISBN: 979-8-3503-1633-9
Contributo in Atti di Convegno (Proceeding) - Abuabiah, Mohammad; Cerone, Vito; Pirrera, Simone; Regruto, Diego (2023)
A Non-Iterative Approach to Direct Data-Driven Control Design of MIMO LTI Systems. In: IEEE ACCESS, vol. 11, pp. 121671-121687. ISSN 2169-3536
Contributo su Rivista - Cerone, V; Fosson, S; Pirrera, S; Regruto, D (2023)
Alternating direction method of multipliers for polynomial optimization. In: 2023 European Control Conference (ECC), Bucharest, Romania, 13-16 June 2023, pp. 1-6. ISBN: 978-3-907144-08-4
Contributo in Atti di Convegno (Proceeding) - Cerone, Vito; Fosson, Sophie; Pirrera, Simone; REGRUTO TOMALINO, Diego (2022)
Set-membership identification of continuous-time systems through model transformation. In: 61th IEEE Conference on Decision and Control (CDC 2022), Cancun, Mexico, December 6-9, 2022, pp. 868-873
Contributo in Atti di Convegno (Proceeding)