CORSI / courses
Numerical Optimization and Data Science
2nd semester (6 CFU)
LM in Matematica e LM in Computational And Modelling Engineering For Materials, Structures, And Sustainable Technologies, Università di Pavia
(M.Sc. in Mathematics and M.Sc. in Computational And Modelling Engineering For Materials, Structures, And Sustainable Technologies, University of Pavia)
CORSI PRECEDENTI / PREVIOUS COURSES
MACHINE LEARNING FOR HEALTHCARE MANAGEMENT
Course held in March-April 2024 (10 hours) - Introduction lecture held by Prof. Riccardo Bellazzi
Collegio Borromeo, Pavia
Decision Support Under Uncertainty (DSUU)
Course for graduated students held in November-December 2022 (24 hours)
International PhD Program in Computational Mathematics and Decision Sciences, University of Pavia
Tesi / Thesis
Per delle proposte di argomenti di tesi di Laurea Triennale o Magistrale in Matematica o di Laurea Triennale in Bioingegneria (con eventuale attività di laboratorio) scrivimi una e-mail a davide.duma@unipv.it
Principali argomenti:
modelli di programmazione lineare intera
algoritmi di ottimizzazione online e analisi di competitività
ottimizzazione combinatoria basata su predizioni
modelli e metodi per la gestione dei servizi sanitari
simulazione a eventi discreti per il supporto alle decisioni
discovery, conformance e miglioramento di processi aziendali
Alcuni esempi di progetti di tesi sono consultabili qui.
Ask me some thesis topics for a Bachelor's or Master's Degree in Mathematics or a Bachelor's Degree in Bioengineering (with possible laboratory activity) by sending an e-mail to davide.duma@unipv.it
Main topics:
integer linear programming models
online optimization algorithms and competitive analysis
prediction-based combinatorial optimization
models and methods for healthcare management
discrete event simulation for decision support
discovery, conformance, and enhancement of business processes
Some examples of master thesis projects are reported here.