Federico Toffano
Email:
Finding causes of delays in supply chains
In a supply chain that produces thousands of products a day, with a huge network of processes to build up the final product, identifying the most common causes of delays on the product delivery can be very tricky. In a big company, saving even minutes per product could increase income by thousands of euro a day.
Extracting and understanding information to find the bottleneck within this kind of supply chain is a very complex task. Federico and his colleagues are trying to apply machine learning techniques with which they can approximate and simulate the production process in order to simplify the data analysis. Furthermore, machine learning techniques allow them to learn and try new policies for production by simulation, in order to see the corresponding effects before acting in the real world.
Publications
- Journal: Annals of Operations Research,Authors
Federico Toffano, Michele Garraffa, Yiqing Lin, Steven Prestwich, Helmut Simonis, Nic Wilson
Publication DetailsConference Name:Type:Date: 2021Refereed Original Article - Conference Name: Multi-Objective Decision Making Workshop - 2021 ,AuthorsPublication DetailsType:Date: 2021Location: Ireland,Refereed Conf./Meeting Proceeding
- Conference Name: International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021) ,Authors
Federico Toffano, Paolo Viappiani, Nic Wilson
Publication DetailsType:Date: 2021Refereed Conf./Meeting Proceeding - Conference Name: Workshop ModRef - The 26th International Conference on Principles and Practice of Constraint Programming ,Authors
Federico Toffano, Paolo Viappiani, Nic Wilson
Publication DetailsType:Date: 2020Refereed Conf./Meeting Proceeding - Conference Name: European Conference on Artificial Intelligence ,AuthorsPublication DetailsType:Date: 2020Refereed Conf./Meeting Proceeding
- Conference Name: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 15th European Conference, ECSQARU 2019 ,AuthorsPublication DetailsType:Proceedings: Proceedings. Lecture Notes in Computer Science 11726, Springer 2019, ISBN 978-3-030-29764-0, Date: 2019Location: Serbia and Montenegro,Refereed Conf./Meeting Proceeding
- Conference Name: Scalable Uncertainty Management 2017 - 11th International Conference ,AuthorsPublication DetailsType:Proceedings: Lecture Notes in Computer Science 10564, Springer 2017, Date: 2017Location: Spain,Refereed Conf./Meeting Proceeding
Presentations
- Publication Details
- Publication Details
- Publication DetailsInsight Researchers: Federico ToffanoEvent: International Summer School “Preferences, decisions and games”, Venue: Sorbonne Université, Paris, FranceDate: 27/06/2019Event Type: WorkshopPresentation Type: Oral Presentation