Giorgio Grani

PhD Graduate

PhD program:: XXXII


supervisor: Laura Palagi

Thesis title: CRITERION SPACE SEARCH ALGORITHMS FOR NONLINEAR INTEGER MULTIOBJECTIVE PROGRAMS


Research products

11573/1657211 - 2024 - Margin Optimal Classification Trees
D’Onofrio, Federico; Grani, Giorgio; Monaci, Marta; Palagi, Laura - 01a Articolo in rivista
paper: COMPUTERS & OPERATIONS RESEARCH (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. - - issn: 0305-0548 - wos: WOS:001097562000001 (4) - scopus: 2-s2.0-85175167637 (4)

11573/1707682 - 2024 - Breaking Down Accuracy with Subspace Optimization
Firmani, Donatella; Grani, Giorgio; Tagliafierro, Flavia - 04b Atto di convegno in volume
conference: Extending Database Technology (Paestum; Italy)
book: Proceedings 27th International Conference on Extending Database Technology - ()

11573/1645969 - 2024 - An actor-critic algorithm with policy gradients to solve the job shop scheduling problem using deep double recurrent agents
Monaci, Marta; Agasucci, Valerio; Grani, Giorgio - 01a Articolo in rivista
paper: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 910-926 - issn: 0377-2217 - wos: WOS:001085357600001 (2) - scopus: 2-s2.0-85167977834 (6)

11573/1682962 - 2023 - Solving the train dispatching problem via deep reinforcement learning
Agasucci, Valerio; Grani, Giorgio; Lamorgese, Leonardo - 01a Articolo in rivista
paper: JOURNAL OF RAIL TRANSPORT PLANNING & MANAGEMENT (Elsevier) pp. 1-16 - issn: 2210-9706 - wos: WOS:001007980100001 (6) - scopus: 2-s2.0-85159258951 (5)

11573/1654476 - 2022 - Solving the vehicle routing problem with deep reinforcement learning
Foa', Simone; Coppola, Corrado; Grani, Giorgio; Palagi, Laura - 13a Altro ministeriale

11573/1656096 - 2022 - PUSH: a primal heuristic based on Feasibility PUmp and SHifting
Grani, Giorgio; Coppola, Corrado; Agasucci, Valerio - 13a Altro ministeriale

11573/1565049 - 2021 - Heuristics for the Traveling Salesperson Problem based on Reinforcement Learning
Coppola, Corrado; Grani, Giorgio; Monaci, Marta; Palagi, Laura - 13a Altro ministeriale

11573/1639984 - 2021 - User Involvement in the Design of ML-Infused Systems.
Karahasanović, Amela; Nilsson, Erik; Grani, Giorgio; Fredrik Pettersen, Kjell; Karabeg, Leo; Schittekat, Patrick - 04b Atto di convegno in volume
conference: CHI Greece 2021 (Greece)
book: CHI Greece 2021: 1st International Conference of the ACM Greek SIGCHI Chapter - (978-1-4503-8578-7)

11573/1345013 - 2020 - Branching with hyperplanes in the criterion space: The frontier partitioner algorithm for biobjective integer programming
De Santis, M.; Grani, G.; Palagi, L. - 01a Articolo in rivista
paper: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 57-69 - issn: 0377-2217 - wos: WOS:000510524300005 (11) - scopus: 2-s2.0-85075536436 (13)

11573/1290880 - 2019 - Profit optimization in one-way free float car sharing services: a user based relocation strategy relying on price differentiation and urban area values
Avenali, Alessandro; Chianese, Yuri Maria; Ciucciarelli, Graziano; Grani, Giorgio; Palagi, Laura - 13a Altro ministeriale

11573/1290884 - 2019 - Branching with hyperplanes in the criterion space: the frontier partitioner algorithm for biobjective integer programming
De Santis, Marianna; Grani, Giorgio; Palagi, Laura - 02a Capitolo o Articolo
book: Technical Report n. 3, 2019 - ()

11573/1290868 - 2019 - The sales based integer program for post-departure analysis in airline revenue management: model and solution
Grani, Giorgio; Leo, Ginamaria; Palagi, Laura; Piacentini, Mauro; Toyoglu, Hunkar - 13a Altro ministeriale

11573/1071056 - 2017 - A heuristic method to solve the Sales Based Integer Program for Airlines Network Revenue Management
Grani, Giorgio; Gianmaria, Leo; Palagi, Laura; Mauro, Piacentini; Hunkar, Toyoglu - 13a Altro ministeriale

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