Ph.D. in Ingegneria Informatica E Dei Sistemi , 37th cycle (2021-2024)
Ph.D. obtained in 2025
Dissertation:
Optimization methods for dynamical systems learning (Abstract)
Tutors:
Diego Regruto Tomalino Sophie Fosson
Research presentation:
Video presentation PosterProfile
Research topic
Optimization methods for dynamical system learning.
Research interests
Biography
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.
Teaching
Teachings
Master of Science
- 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
Research
Research groups
Publications
Last years publications
Works published during the Ph.D. View all publications in Porto@Iris
- 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)
Direct data-driven controller design from bounded errors-in-variables measurements. In: 2023 European Control Conference (ECC), pp. 2297-2302
Contributo in Atti di Convegno (Proceeding) - 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)