About

Researcher at IDSIA USI-SUPSI since 2021. He earned his MSc and PhD in Computer Science from the University of Milan. His doctoral research focused on data-driven techniques for generating Dantzig–Wolfe decompositions for mixed-integer problems, as well as on the design of parallel and distributed column generation algorithms. His primary research interests lie in combinatorial optimization problems, with a particular focus on exact and data-driven approaches to resource-constrained shortest path problems.

Software

Publications

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Matteo Salani, Saverio Basso, Vincenzo Giuffrida Optimization Methods and Software, 2024
Combinatorial Optimization Transportation Shortest Path Open Source
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Matteo Salani, Saverio Basso, Giovanni Righini Transportation Research Procedia, 2024
Combinatorial Optimization Dynamic Programming Shortest Path Transportation
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Saverio Basso, Vincenzo Giuffrida, Matteo Salani Optimization Methods and Software, 2024
Combinatorial Optimization Transportation Shortest Path
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Matteo Salani, Saverio Basso arXiv preprint, 2023
Combinatorial Optimization Shortest Path Open Source
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Roberto Rocchetta, Lorenzo Nespoli, Vasco Medici, Saverio Basso, Marco Derboni, Matteo Salani 33rd European Safety and Reliability Conference (ESREL 2023), 2023
Reinforcement Learning Energy Management Battery Control
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Saverio Basso, Alberto Ceselli Mathematical Programming Computation, 2023
Combinatorial Optimization Machine Learning Mixed Integer Programming Decomposition
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Saverio Basso, Alberto Ceselli Computers & Operations Research, 2022
Column Generation Distributed Computing Parallel computation Asynchronous computation Combinatorial Optimization
Saverio Basso Università degli Studi di Milano, 2021
Machine Learning Mixed Integer Programming Decomposition Column Generation Distributed Computing
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Saverio Basso, Alberto Ceselli, Andrea Tettamanzi Annals of Operations Research, 2020
Machine Learning Mixed Integer Programming Decomposition Combinatorial Optimization
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Saverio Basso, Alberto Ceselli Advances in Optimization and Decision Science for Society, Services and Enterprises (AIRO Springer Series), 2019
Machine Learning Mixed Integer Programming Decomposition Local Search
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Saverio Basso, Alberto Ceselli Electronic Notes in Discrete Mathematics, 2018
Machine Learning Mixed Integer Programming Decomposition
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Saverio Basso, Marco Casazza, Alberto Ceselli 15th Cologne-Twente Workshop on Graphs and Combinatorial Optimization (CTW 2017), 2017
Combinatorial Optimization Orienteering Heuristics
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Saverio Basso, Alberto Ceselli Proceedings of the 19th Workshop on Algorithm Engineering and Experiments (ALENEX), 2017
Column Generation Parallel computation Asynchronous computation Algorithm Engineering Combinatorial Optimization