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职业迁徙
个人简介
I am a fixed-term Assistant Professor at the DISI department of the University of Bologna, working on Combinatoral Optimization and Decision Support Systems. In particular, my research activity is focused on hybrid optimization methods, based on heterogeneous techniques such as Constraint Programming, (Mixed) Integer Linear (and Non-Linear) Programming, and Machine Learning. My main application fields are Resource allocation and Scheduling problems, Cyclic Scheduling (e.g for control system design), and Scheduling problems in the presence of Uncertainty.
More recently, I have started to work with prof. Michela Milano on a methodology to solve optimization problems over complex system by embedding Machine Learning models withing optimization models: we called it "Empirical Model Learning". If you are interested, you can find more information here, or you can check some code for embedding Neural Networks in CP.
研究兴趣
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Omegapp.103098, (2024)
CoRR (2023): 24082-24138
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CoRR (2023): 11443-11458
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SSRN Electronic Journalno. 16 (2023): 2388-2403
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HELIYONno. 9 (2023): e19444-e19444
Dagstuhl Reportsno. 10 (2022): 166-174
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