Fixed-term assistant professor
Department of Mathematical Sciences (DISMA)
Profile
Research interests
Scientific branch
(Area 0001 - Mathematical and computer sciences)
Skills
ERC sectors
SDG
Teaching
Collegi of the degree programmes
Teachings
PhD
- Modeling and problem solving with stochastic programming. A.A. 2022/23, MATEMATICA PURA E APPLICATA. Main teacher
- Modeling and problem solving with stochastic programming. A.A. 2021/22, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
Master of Science
- Numerical optimization for large scale problems and Stochastic Optimization. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Operational research: theory and applications. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
- Numerical optimization for large scale problems and Stochastic Optimization. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Operational research: theory and applications. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
- Operational research: theory and applications. A.A. 2021/22, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Operational research: theory and applications. A.A. 2020/21, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Operational research: theory and applications. A.A. 2019/20, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
Bachelor of Science
- Ricerca operativa. A.A. 2023/24, MATEMATICA PER L'INGEGNERIA. Titolare del corso
- Statistica. A.A. 2021/22, INGEGNERIA CIVILE. Titolare del corso
- Metodi matematici e statistici per l'ingegneria. A.A. 2021/22, INGEGNERIA CIVILE. Collaboratore del corso
- Metodi matematici e statistici per l'ingegneria. A.A. 2020/21, INGEGNERIA CIVILE. Collaboratore del corso
Research
Research groups
Supervised PhD students
- Lorenzo Mazza. Programme in Scienze Matematiche (39th cycle, 2023-in progress)
Publications
Latest publications View all publications in Porto@Iris
- Brandimarte, Paolo; Fadda, Edoardo (2024)
A reduced variable neighborhood search for the just in time job shop scheduling problem with sequence dependent setup times. In: COMPUTERS & OPERATIONS RESEARCH, vol. 167, pp. 1-12. ISSN 0305-0548
Contributo su Rivista - Kanashiro Felizardo, Leonardo; Fadda, Edoardo; Del-Moral-Hernandez, Emilio; Brandimarte, ... (2024)
Reinforcement learning approaches for the stochastic discrete lot-sizing problem on parallel machines. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 246, pp. 1-13. ISSN 0957-4174
Contributo su Rivista - Stranieri, Francesco; Fadda, Edoardo; Stella, Fabio (2024)
Combining deep reinforcement learning and multi-stage stochastic programming to address the supply chain inventory management problem. In: INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, vol. 268. ISSN 0925-5273
Contributo su Rivista - Gioia, DANIELE GIOVANNI; Fadda, Edoardo; Brandimarte, Paolo (2023)
Rolling horizon policies for multi-stage stochastic assemble-to-order problems. In: INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, pp. 1-19. ISSN 0020-7543
Contributo su Rivista - Fadda, Edoardo; Corso, Evelina Di; Brusco, Davide; Aelenei, Vlad Stefan; Balan, RARES ... (2023)
Math‐based reinforcement learning for the adaptive budgeted influence maximization problem. In: NETWORKS. ISSN 0028-3045
Contributo su Rivista