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FADDA, EDOARDO

FADDA, EDOARDO  

Dipartimento di Scienze Matematiche  

032649  

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A reduced variable neighborhood search for the just in time job shop scheduling problem with sequence dependent setup times / Brandimarte, Paolo; Fadda, Edoardo. - In: COMPUTERS & OPERATIONS RESEARCH. - ISSN 0305-0548. - 167:(2024), pp. 1-12. [10.1016/j.cor.2024.106634] 1-gen-2024 Brandimarte, PaoloFadda, Edoardo SchedulingCOR.pdf
Combining deep reinforcement learning and multi-stage stochastic programming to address the supply chain inventory management problem / Stranieri, Francesco; Fadda, Edoardo; Stella, Fabio. - In: INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS. - ISSN 0925-5273. - ELETTRONICO. - 268:(2024). [10.1016/j.ijpe.2023.109099] 1-gen-2024 Francesco StranieriEdoardo Fadda + 1-s2.0-S0925527323003316-main.pdf
How to locate services optimizing redundancy: A comparative analysis of K-Covering Facility Location models / Fadda, Edoardo; Manerba, Daniele; Tadei, Roberto. - In: SOCIO-ECONOMIC PLANNING SCIENCES. - ISSN 0038-0121. - 94:(2024). [10.1016/j.seps.2024.101938] 1-gen-2024 Fadda, EdoardoManerba, DanieleTadei, Roberto -
Reinforcement learning approaches for the stochastic discrete lot-sizing problem on parallel machines / Kanashiro Felizardo, Leonardo; Fadda, Edoardo; Del-Moral-Hernandez, Emilio; Brandimarte, Paolo. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 246:(2024), pp. 1-13. [10.1016/j.eswa.2023.123036] 1-gen-2024 Edoardo FaddaPaolo Brandimarte + ESWA.pdf; 1-s2.0-S0957417423035388-main.pdf
A machine learning optimization approach for last-mile delivery and third-party logistics / Bruni, MARIA ELENA; Fadda, Edoardo; Fedorov, Stanislav; Perboli, Guido. - In: COMPUTERS & OPERATIONS RESEARCH. - ISSN 0305-0548. - STAMPA. - 157:(2023), pp. 1-14. [10.1016/j.cor.2023.106262] 1-gen-2023 Maria Elena BruniEdoardo FaddaStanislav FedorovGuido Perboli Fadda-AMachine.pdf
Math‐based reinforcement learning for the adaptive budgeted influence maximization problem / Fadda, Edoardo; Corso, Evelina Di; Brusco, Davide; Aelenei, Vlad Stefan; Balan, RARES ALEXANDRU. - In: NETWORKS. - ISSN 0028-3045. - (2023). [10.1002/net.22206] 1-gen-2023 Fadda, EdoardoCorso, Evelina DiBrusco, DavideAelenei, Vlad StefanRares, Alexandru Balan Networks - 2023 - Fadda - Math‐based reinforcement learning for the adaptive budgeted influence maximization problem.pdf
Risk-averse Approaches for a Two-Stage Assembly-to-Order Problem / Fadda, Edoardo; Gioia, Daniele Giovanni; Brandimarte, Paolo (AIRO SPRINGER SERIES). - In: Optimization and Decision Science: Operations Research, Inclusion and EquityELETTRONICO. - [s.l] : Springer, 2023. - ISBN 978-3-031-28862-3. - pp. 147-156 [10.1007/978-3-031-28863-0_13] 1-gen-2023 Fadda, EdoardoGioia, Daniele GiovanniBrandimarte, Paolo ODS ATO Robust.pdf; ODS_pre_print.pdf
Rolling horizon policies for multi-stage stochastic assemble-to-order problems / Gioia, DANIELE GIOVANNI; Fadda, Edoardo; Brandimarte, Paolo. - In: INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH. - ISSN 0020-7543. - 62:14(2023), pp. 5108-5126. [10.1080/00207543.2023.2283570] 1-gen-2023 daniele giovanni gioiaedoardo faddapaolo brandimarte PrePrint_RollingHorizon_ATO.pdf; Final_IJPR_Published.pdf
The polynomial robust knapsack problem / Baldo, Alessandro; Boffa, Matteo; Cascioli, Lorenzo; Fadda, Edoardo; Lanza, Chiara; Ravera, Arianna. - In: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. - ISSN 0377-2217. - STAMPA. - 305:3(2023), pp. 1424-1434. [10.1016/j.ejor.2022.06.029] 1-gen-2023 Boffa, MatteoFadda, Edoardo + Accepted_EJOR.pdf; Boffa-ThePolynomial.pdf
A chance-constraint approach for optimizing social engagement-based services / Bierlaire, Michel; FOTIO TIOTSOP, Lohic; Manerba, Daniele; Fadda, Edoardo. - 30:(2022), pp. 301-304. (Intervento presentato al convegno FedCSIS tenutosi a Sofia nel 4-7 settembre 2022) [10.15439/2022F235]. 1-gen-2022 Lohic Fotio TiotsopDaniele ManerbaEdoardo Fadda + FedCsis_2022_Social_Engagement.pdf; A chance-constraint approach for optimizing Social Engagement-based services.pdf
A Decision Support System for Supporting Strategic Production Allocation in the Automotive Industry / Fadda, Edoardo; Perboli, Guido; Rosano, Mariangela; Etienne Mascolo, Julien; Masera, Davide. - In: SUSTAINABILITY. - ISSN 2071-1050. - 14:4(2022), pp. 1-22. [10.3390/su14042408] 1-gen-2022 Edoardo FaddaGuido PerboliMariangela Rosano + 2022-sustainability-decision support system for supporting strategic production.pdf
Consensus formation on heterogeneous networks / Fadda, E.; He, J.; Tessone, C. J.; Barucca, P.. - In: EPJ DATA SCIENCE. - ISSN 2193-1127. - 11:1(2022). [10.1140/epjds/s13688-022-00347-5] 1-gen-2022 Fadda E. + Consensus_formation___EPJ_Data_Science.pdf; Consensus formation on heterogeneous networks.pdf
Cyber-attack detection via non-linear prediction of IP addresses: an innovative big data analytics approach / Cuzzocrea, A; Fadda, E; Mumolo, E. - In: MULTIMEDIA TOOLS AND APPLICATIONS. - ISSN 1380-7501. - 81:1(2022), pp. 171-189. [10.1007/s11042-021-11390-1] 1-gen-2022 Fadda, E + Cyber-attack detection via non-linear prediction of IP addresses_ an innovative big data analytics approach.pdf
Machine Learning for Variable Cost and Size Bin Packing Problem / Fedorov, Stanislav; Fadda, Edoardo; Perboli, Guido. - ELETTRONICO. - (2022). (Intervento presentato al convegno 6th AIROYoung Workshop tenutosi a Roma nel 23rd to 25th February 2022). 1-gen-2022 Fedorov,StanislavFadda,EdoardoPerboli,Guido FEDOROV_STANISLAV_6AYW.pdf
Machine Learning heuristic for Variable Cost and Size Bin Packing Problem with Stochastic Items / Fedorov, Stanislav; Fadda, Edoardo; Perboli, Guido. - ELETTRONICO. - (2022), pp. 287-287. (Intervento presentato al convegno The International Conference on Optimization and Decision Science 2022 tenutosi a Florence, Italy nel August 30th - September 2nd 2022). 1-gen-2022 Fedorov,StanislavFadda,EdoardoPerboli,Guido Contribution_Title (3).pdf
Online Single-Machine Scheduling via Reinforcement Learning / Li, Yuanyuan; Fadda, Edoardo; Manerba, Daniele; Roohnavazfar, Mina; Tadei, Roberto; Terzo, Olivier (STUDIES IN COMPUTATIONAL INTELLIGENCE). - In: Recent Advances in Computational OptimizationELETTRONICO. - [s.l] : Springer, 2022. - ISBN 978-3-030-82399-3. - pp. 103-122 [10.1007/978-3-030-82397-9_5] 1-gen-2022 Edoardo FaddaMina RoohnavazfarRoberto Tadei + Online_Single_Machine_Scheduling_via_Reinforcement_Learning.pdf; 2020 Online Single-Machine Scheduling via Reinforcement Learning.pdf
Optimal Seating Assignment in the COVID-19 Era via Quantum Computing / Gioda, I.; Caputo, D.; Fadda, E.; Manerba, D.; Fernandez, B. S.; Tadei, R. (STUDIES IN COMPUTATIONAL INTELLIGENCE). - In: Studies in Computational Intelligence[s.l] : Springer, 2022. - ISBN 978-3-031-06838-6. - pp. 21-38 [10.1007/978-3-031-06839-3_2] 1-gen-2022 Caputo D.Fadda E.Manerba D.Tadei R. + FedCSIS_2021__paper_conf_.pdf; 2020 Online Single-Machine Scheduling via Reinforcement Learning.pdf
Comparative analysis of models and performance indicators for optimal service facility location / Fadda, Edoardo; Manerba, Daniele; Cabodi, Gianpiero; Camurati, Paolo; Tadei, Roberto. - In: TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW. - ISSN 1366-5545. - ELETTRONICO. - 145 (102174):(2021). [10.1016/j.tre.2020.102174] 1-gen-2021 Fadda, EdoardoManerba, DanieleCabodi, GianpieroCamurati, PaoloTadei, Roberto published paper.pdf
Evaluation of optimal charging station location for electric vehicles: an Italian case-study / Fadda, Edoardo; Manerba, Daniele; Cabodi, Gianpiero; Camurati, Paolo Enrico; Tadei, Roberto - In: Recent Advances in Computational Optimization / Fidanova S.. - ELETTRONICO. - [s.l] : Springer, 2021. - ISBN 978-3-030-58883-0. - pp. 71-87 [10.1007/978-3-030-58884-7_4] 1-gen-2021 Edoardo FaddaDaniele ManerbaGianpiero CabodiPaolo CamuratiRoberto Tadei BiellaPart2.pdf; Evaluation of Optimal Charging Station.pdf
Lyapunov Central Limit Theorem: Theoretical Properties and Applications in Big-Data-Populated Smart City Settings / Cuzzocrea, A.; Fadda, E.; Baldo, A.. - (2021), pp. 34-38. (Intervento presentato al convegno 5th International Conference on Cloud and Big Data Computing tenutosi a Online nel 13 August 2021to 15 August 2021) [10.1145/3481646.3481652]. 1-gen-2021 Fadda E. + Lyapunov Central Limit Theorem_ Theoretical Properties and Applications in Big-Data-Populated Smart City Settings.pdf