Pubblicazioni del gruppo di ricerca Continuous Optimization

2023

Cesarone F, Lampariello L, Merolla D, Ricci Jm, Sagratella S, Sasso Vg
A bilevel approach to ESG multi-portfolio selection. COMPUTATIONAL MANAGEMENT SCIENCE 2023: -

Gaudioso Manlio, Liuzzi Giampaolo, Lucidi Stefano
Raparelli Valeria, Romiti Giulio Francesco, Di Teodoro Giulia, Seccia Ruggiero, Tanzilli Gaetano, Viceconte Nicola, Marrapodi Ramona, Flego Davide, Corica Bernadette, Cangemi Roberto, Pilote Louise, Basili Stefania, Proietti Marco, Palagi Laura, Stefanini Lucia
DI PILLO Gianni, Fabiano Marcello, Lucidi Stefano, Roma Massimo
Bettiol E., Buchheim C., De Santis M., Rinaldi F.
Grazzi Riccardo, Pontil Massimiliano, Salzo Saverio
Traoré Cheik, Salzo Saverio, Villa Silvia
Addis Bernardetta, Castel Christophe, Macali Amalia, Misener Ruth, Piccialli Veronica
Cristofari A., De Santis M., Lucidi S., Rothwell J., Casula E. P., Rocchi L.
D'Onofrio Federico, Monaci Marta, Palagi Laura
Piccialli Veronica, Romero Morales Dolores, Salvatore Cecilia
Supervised feature compression based on counterfactual analysis. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2023: -

2022

Neveux T., Addis B., Castel C., Piccialli V., Favre E.
A comparison of process synthesis approaches for multistage separation processes by gas permeation. 32nd European Symposium on Computer Aided Process Engineering 2022: 685-690

Liuzzi G., Locatelli M., Piccialli V.
Pellegrini Riccardo, Serani Andrea, Liuzzi Giampaolo, Rinaldi Francesco, Lucidi Stefano, Diez Matteo
Boresta Marco, Colombo Tommaso, De Santis Alberto, Lucidi Stefano
A mixed finite differences scheme for gradient approximation. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2022: -

De Santis M, de Vries S, Schmidt M, Winkel L
De Santis A., Giovannelli T., Lucidi S., Messedaglia M., Roma M.
Cristofari Andrea, Di Pillo Gianni, Liuzzi Giampaolo, Lucidi Stefano
Piccialli V., Russo Russo A., Sudoso A. M.
Maita Francesco, Piccialli Veronica, Pensa Flavia, Scatto Marco, Ruggeri and Luca Maiolo Massimiliano
Maita Francesco, Piccialli Veronica, Pensa Flavia, Scatto Marco, Ruggeri Massimiliano, Maiolo Luca
Dose Valerio, Lido GUIDO MARIA, Mercuri Pietro
Kostic ́ Vladimir R., Salzo Saverio, Pontil Massimiliano
Frecon Jordan, Gasso Gilles, Pontil Massimiliano, Salzo Saverio
Bregman Neural Networks. Proceedings of the 39th International Conference on Machine Learning 2022: -

Giovannelli Tommaso, Liuzzi Giampaolo, Lucidi Stefano, Rinaldi Francesco
Derivative-free methods for mixed-integer nonsmooth constrained optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2022: 293-327

Croella Anna Livia, Dal Sasso Veronica, Lamorgese Leonardo, Mannino Carlo, Ventura Paolo
Dose V., Mercuri P., Pal A., Stirpe C.
D'Onofrio Federico, Grani Giorgio, Monaci Marta, Palagi Laura
Cristofari A, De Santis M, Lucidi S, Rinaldi F
Minimization over the l(1)-ball using an active-set non-monotone projected gradient. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2022: 693-721

Balletti M., Piccialli V., Sudoso A. M.
Croella Anna Livia, Tronci Edoardo Maria, Petitti Federico, Nastasi Alberto, Palagi Laura, Romano Ferdinando
Lamedica Regina, Ruvio Alessandro, Tanzi Enrico, Palagi Laura
Lampariello L, Priori G, Sagratella S
On Nested Affine Variational Inequalities: The Case of Multi-Portfolio Selection. Optimization in Artificial Intelligence and Data Sciences 2022: 27-36

De Santis Marianna, Eichfelder Gabriele, Patria Daniele
Lampariello L, Priori G, Sagratella S
On the solution of monotone nested variational inequalities. MATHEMATICAL METHODS OF OPERATIONS RESEARCH 2022: 421-446

Salvatore C., Valeriani D., Piccialli V., Bianchi L.
Optimized Collaborative Brain-Computer Interfaces for Enhancing Face Recognition. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2022: 1223-1232

Lucidi S., Passacantando M., Rinaldi F.
Piccialli Veronica, Sudoso Antonio M., Wiegele Angelika

2021

De Santis M., Eichfelder G.
Mancuso P., Piccialli V., Sudoso A. M.
Galvan G., Sciandrone M., Lucidi S.
Bernabei Giuseppe, Costantino Francesco, Palagi Laura, Patriarca Riccardo, Romito Francesco
An integer black-box optimization model for repairable spare parts management. INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND SUPPLY CHAIN MANAGEMENT 2021: -

Ceccarelli F., Olivieri G., Sortino A., Dominici L., Arefayne F., Celia A. I., Cipriano E., Garufi C., Lapucci M., Mancuso S., Natalucci F., Orefice V., Perricone C., Pirone C., Pacucci V. A., Spinelli F. R., Truglia S., Alessandri C., Sciandrone M., Conti F.
Comprehensive disease control in systemic lupus erythematosus. SEMINARS IN ARTHRITIS AND RHEUMATISM 2021: 404-408

Liuzzi G., Locatelli M., Piccialli V., Rass S.
Grazzi R, Pontil M, Salzo S
Liuzzi G., Lucidi S., Rinaldi F., Pellegrini R., Serani A., Diez M.
De Santis A., Giovannelli T., Lucidi S., Messedaglia M., Roma M.
Fava G., Giovannelli T., Messedaglia M., Roma M.
Lampariello L., Sagratella S.
Lampariello L., Neumann C., Ricci J. M., Sagratella S., Stein O.
Equilibrium selection for multi-portfolio optimization. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2021: -

Liuzzi Giampaolo, Lucidi Stefano, Piccialli Veronica, Romito Francesco
Galli L., Galvan G., Levato T., Liti C., Piccialli V., Sciandrone M.
Coppola Corrado, Grani Giorgio, Monaci Marta, Palagi Laura
Seccia Ruggiero, Romano Silvia, Salvetti Marco, Crisanti Andrea, Palagi Laura, Grassi Francesca
Celani F., Bruni R.
Petti M., Farina L., Francone F., Lucidi S., Macali Amalia, Palagi L., De Santis M.
Palagi Laura, Seccia Ruggiero
Salzo Saverio, Villa Silvia
Proximal Gradient Methods for Machine Learning and Imaging. Harmonic and Applied Analysis. From Radon Transforms to Machine Learning. 2021: 149-244

Colombo T., Mangone M., Agostini F., Bernetti A., Paoloni M., Santilli V., Palagi L.
Cominetti R, Dose V, Scarsini M
Frecon J, Salzo S, Pontil M
Cacciarelli Davide, Boresta Marco

2020

Al-Baali Mehiddin, Caliciotti Andrea, Fasano Giovanni, Roma Massimo
Cocchi G., Levato T., Liuzzi G., Sciandrone M.
De Santis A., Dellepiane U., Lucidi S., Renzi S.
Cristofari A., De Santis M., Lucidi S., Rinaldi F.
Ronci F., Avolio C., Di Donna M., Zavagli M., Piccialli V., Costantini M.
An adversarial learning approach for oil spill detection from SAR images. IEEE National Radar Conference - Proceedings 2020: -

Lampariello L., Neumann C., Ricci J. M., Sagratella S., Stein O.
An explicit Tikhonov algorithm for nested variational inequalities. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2020: 335-350

De Santis Alberto, Giovannelli Tommaso, Lucidi Stefano, Messedaglia Mauro, Roma Massimo
Cannelli Loris, Facchinei Francisco, Scutari Gesualdo, Kungurtsev Vyacheslav
Cannelli L., Facchinei F., Kungurtsev V., Scutari G.
Asynchronous parallel algorithms for nonconvex optimization. MATHEMATICAL PROGRAMMING 2020: 121-154

Palagi L., Seccia R.
Block layer decomposition schemes for training deep neural networks. JOURNAL OF GLOBAL OPTIMIZATION 2020: 97-124

De Santis M., Grani G., Palagi L.
Seccia R., Gammelli D., Dominici F., Romano S., Landi A. C., Salvetti M., Tacchella A., Zaccaria A., Crisanti A., Grassi F., Palagi L.
Facchinei Francisco, Kungurtsev Vyacheslav, Lampariello Lorenzo, Scutari Gesualdo
Convergence rate for diminishing stepsize methods in nonconvex constrained optimization via ghost penalties. ATTI DELLA ACCADEMIA PELORITANA DEI PERICOLANTI, CLASSE DI SCIENZE FISICHE, MATEMATICHE E NATURALI 2020: 1-16

DI PILLO Gianni, Fabiano Marcello, Lucidi Stefano, Roma Massimo
Cruise itineraries optimal scheduling. OPTIMIZATION LETTERS 2020: -

Seccia Ruggiero, Boresta Marco, Fusco Federico, Tronci Edoardo, Di Gemma Emanuele, Palagi Laura, Mangone Massimiliano, Agostini Francesco, Bernetti Andrea, Santilli Valter, Damiani Carlo, Goffredo Michela, Franceschini Marco
Facchinei F., Kungurtsev V., Lampariello L., Scutari G.
Colombo Tommaso, Sagratella Simone
Avancini A., Pala V., Trestini I., Tregnago D., Mariani L., Sieri S., Krogh V., Boresta M., Milella M., Pilotto S., Lanza M.
Exercise levels and preferences in cancer patients: A cross-sectional study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020: 1-22

Salzo S, Suykens Jak
Pellegrini R., Serani A., Liuzzi G., Rinaldi F., Lucidi S., Diez M.
Cerulli M., De Santis M., Gaar E., Wiegele A.
Bianchi Luigi, Liti Chiara, Liuzzi Giampaolo, Piccialli Veronica, Salvatore Cecilia
Shehu Y., Gibali A., Sagratella S.
Lampariello L., Sagratella S., Shikhman V., Stein O.
Interactions Between Bilevel Optimization and Nash Games. Springer Optimization and Its Applications 2020: 3-26

Caliciotti Andrea, Fasano Giovanni, Potra Florian, Roma Massimo
De Leone Renato, Fasano Giovanni, Roma Massimo, Sergeyev Yaroslav D.
Dreves A., Sagratella S.
Nonsingularity and Stationarity Results for Quasi-Variational Inequalities. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2020: 711-743

Lampariello L., Sagratella S.
Numerically tractable optimistic bilevel problems. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2020: -

Ronci F., Avolio C., Di Donna M., Zavagli M., Piccialli V., Costantini M.
Oil Spill Detection from SAR Images by Deep Learning. International Geoscience and Remote Sensing Symposium (IGARSS) 2020: 2225-2228

Cocchi G., Liuzzi G., Lucidi S., Sciandrone M.
On the convergence of steepest descent methods for multiobjective optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2020: -

Grazzi R, Franceschi L, Pontil M, Salzo S
Bozorg M., Ramirez-Santos A. A., Addis B., Piccialli V., Castel C., Favre E.
Lamedica R., Ruvio A., Palagi L., Mortelliti N.
Conforti Michele, De Santis Marianna, Di Summa Marco, Rinaldi Francesco
De Santis Marianna, Eichfelder Gabriele, Niebling Julia, Rocktäschel Stefan
Solving Multiobjective Mixed Integer Convex Optimization Problems. SIAM JOURNAL ON OPTIMIZATION 2020: 3122-3145

Sagratella Simone, Schmidt Marcel, Sudermann-Merx Nathan
The noncooperative fixed charge transportation problem. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2020: 373-382

2019

Foglino Francesco, Leonetti Matteo, Sagratella Simone, Seccia Ruggiero
A Gray-Box Approach for Curriculum Learning. Optimization of Complex Systems: Theory, Models, Algorithms and Applications 2019: 720-729

Liuzzi G., Locatelli M., Piccialli V.
Bianchi Luigi, Liti Chiara, Piccialli Veronica
A New Early Stopping Method for P300 Spellers. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2019: 1635-1643

Cesarone Francesco, Lampariello Lorenzo, Sagratella Simone
Maccarrone Ludovica, Giovannelli Tommaso, Ferone Daniele, Panadero Javier, Juan Angel A.
Buchheim Christoph, DE SANTIS Marianna
De Santis Marianna, Grani Giorgio, Palagi Laura
Manno Andrea, Sagratella Simone, Palagi Laura
Manno Andrea, Palagi Laura, Sagratella Simone
Ceccarelli Fulvia, Sciandrone Marco, Perricone Carlo, Galvan Giulio, Cipriano Enrica, Galligari Alessandro, Levato Tommaso, Colasanti Tania, Massaro Laura, Natalucci Francesco, Spinelli Francesca Romana, Alessandri Cristiano, Valesini Guido, Conti Fabrizio
Daneshmand Amir, Sun Ying, Scutari Gesualdo, Facchinei Francisco, Sadler Brian M.
Decentralized Dictionary Learning Over Time-Varying Digraphs. JOURNAL OF MACHINE LEARNING RESEARCH 2019: 1-62

Latorre Vittorio, Habal Husni, Graeb Helmut, Lucidi Stefano
Credo Andrea, Cristofari Andrea, Lucidi Stefano, Rinaldi Francesco, Romito Francesco, Santececca Marco, Villani Marco
Design Optimization of Synchronous Reluctance Motor for Low Torque Ripple. A View of Operations Research Applications in Italy 2019: 53-69

Dose V., Mercuri P., Stirpe C.
Double covers of Cartan modular curves. JOURNAL OF NUMBER THEORY 2019: 96-114

Palagi Laura
Global optimization issues in deep network regression: an overview. JOURNAL OF GLOBAL OPTIMIZATION 2019: 239-277

Bianchi L., Gambardella F., Liti C., Piccialli V.
Group study via collaborative BCI. Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics 2019: 272-276

De Leone R., Fasano G., Roma M., Sergeyev Y. D.
How grossone can be helpful to iteratively compute negative curvature directions. Learning and Intelligent Optimization 2019: 180-183

Palagi Laura, Pesyridis Apostolos, Sciubba Enrico, Tocci Lorenzo
Cristofari Andrea, Dehghan Niri Tayebeh, Lucidi Stefano
Bozorg M., Addis B., Piccialli V., Ramirez-Santos A. A., Castel C., Pinnau I., Favre E.
Avenali Alessandro, Chianese Yuri Maria, Ciucciarelli Graziano, Grani Giorgio, Palagi Laura
Cosmi M., Oriolo G., Piccialli V., Ventura P.
Single courier single restaurant meal delivery (without routing). OPERATIONS RESEARCH LETTERS 2019: 537-541

Luise G, Salzo S, Pontil M, Ciliberto C
Cominetti Roberto, Dose Valerio, Scarsini Marco
Grani Giorgio, Leo Ginamaria, Palagi Laura, Piacentini Mauro, Toyoglu Hunkar
Lampariello Lorenzo, Sagratella Simone, Stein Oliver
The Standard Pessimistic Bilevel Problem. SIAM JOURNAL ON OPTIMIZATION 2019: 1634-1656

Burer S., Piccialli V.
Three methods for robust grading. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2019: 364-371

Liuzzi G., Lucidi S., Rinaldi F., Vicente L. N.

2018

Buchheim Christoph, De Santis Marianna, Rinaldi Francesco, Trieu Long
Campana E. F., Diez M., Liuzzi G., Lucidi S., Pellegrini R., Piccialli V., Rinaldi F., Serani A.
A multi-objective DIRECT algorithm for ship hull optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2018: 53-72

Lucidi Stefano, Maccarrone Ludovica
A new grey-box approach to solve challenging workforce planning and activities scheduling problems. 16th international conference on project management and scheduling. Rome, April 17-20, 2018 2018: 141-144

Caliciotti Andrea, Fasano Giovanni, Nash Stephen G., Roma Massimo
Cocchi G., Liuzzi G., Papini A., Sciandrone M.
Frecon J, Salzo S, Pontil M
Franceschi L, Frasconi P, Salzo S, Grazzi R, Pontil M
Combettes Patrick L., Salzo Saverio, Villa Silvia
Consistent learning by composite proximal thresholding. MATHEMATICAL PROGRAMMING 2018: 99-127

Tomasi F, Tozzo V, Verri A, Salzo S
Forward-Backward Splitting for Time-Varying Graphical Models. International Conference on Probabilistic Graphical Models 2018: 475-486

Pellegrini Riccardo, Serani Andrea, Liuzzi Giampaolo, Rinaldi Francesco, Lucidi Stefano, Campana Emilio F., Iemma Umberto, Diez Matteo
Hybrid global/local derivative-free multi-objective optimization via deterministic particle swarm with local linesearch. Machine Learning, Optimization, and Big Data Third International Conference, MOD 2017 Volterra, Italy, September 14 – 17, 2017 Revised Selected Papers 2018: 198-209

Tomasi Federico, Salzo Saverio, Tozzo Veronica, Verri Alessandro
Latent variable time-varying network inference. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2018: 2338-2346

Cannelli L., Facchinei F., Scutari G.
Multi-Agent asynchronous nonconvex large-scale optimization. 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017 2018: 1-5

Facchinei Francisco, Nedić Angelia, Pang Jong-Shi, Scutari Gesualdo, Sun Ying
Piccialli V., Sciandrone M.
Ram('(i))rez-Santos ('(A))lvaro A., Bozorg M., Addis B., Piccialli V., Castel C., Favre E.
Manno Andrea, Palagi Laura, Sagratella Simone
Liuzzi G., Truemper K.
Caliciotti Andrea, Fasano Giovanni, Roma Massimo
Facchinei F., Pang J. -S.
Preface. Multi-agent Optimization 2018: v-vi

Al-Baali Mehiddin, Caliciotti Andrea, Fasano Giovanni, Roma Massimo
Combettes Pl, Salzo S, Villa S
Regularized learning schemes in feature Banach spaces. ANALYSIS AND APPLICATIONS 2018: 1-54

Cocchi G., Galligari A., Nicolino F. P., Piccialli V., Schoen F., Sciandrone M.
Salzo S, Suykens Jak, Rosasco L
Solving l(p)-norm regularization with tensor kernels. International Conference on Artificial Intelligence and Statistics (AISTATS) 2018: -

De Santis Marianna, Rendl Franz, Wiegele Angelika

2017

Lampariello Lorenzo, Sagratella Simone
A Bridge Between Bilevel Programs and Nash Games. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2017: 613-635

Grani Giorgio, Leo Gianmaria, Palagi Laura, Piacentini Mauro, Toyoglu Hunkar
Bruni Renato, Celani Fabio
A robust optimization approach for magnetic spacecraft attitude stabilization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2017: 994-1012

Cristofari Andrea, DE SANTIS Marianna, Lucidi Stefano, Rinaldi Francesco
A Two-Stage Active-Set Algorithm for Bound-Constrained Optimization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2017: 369-401

Sagratella Simone
Algorithms for generalized potential games with mixed-integer variables. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2017: 689-717

Bravi L., Piccialli V., Sciandrone M.
An optimization-based method for feature ranking in nonlinear regression problems. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2017: 1005-1010

Cannelli L., Facchinei F., Kungurtsev V., Scutari G.
Asynchronous parallel nonconvex large-scale optimization. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2017: 4706-4710

Latorre Vittorio, Sagratella Simone, Gao David Yang
Canonical Dual Approach for Contact Mechanics Problems with Friction. Canonical Duality Theory Unified Methodology for Multidisciplinary Study 2017: 173-185

Daneshmand A., Sun Y., Scutari G., Facchinei F.
D2L: Decentralized dictionary learning over dynamic networks. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2017: 4084-4088

Daneshmand Amir, Scutari Gesualdo, Facchinei Francisco
Distributed dictionary learning. 2016 50th Asilomar Conference on Signals, Systems and Computers 2017: 1001-1005

Cannelli L., Facchinei F., Kungurtsev V., Scutari G.
Essentially cyclic asynchronous nonconvex large-scale optimization. 2017 IEEE 18th International Workshop on Signal. Processing Advances in Wireless Communications (SPAWC 2017) 2017: 1-5

Al Baali M, Caliciotti Andrea, Fasano Giovanni, Roma Massimo
Exploiting damped techniques for nonlinear conjugate gradient methods. MATHEMATICAL METHODS OF OPERATIONS RESEARCH 2017: 501-522

Facchinei Francisco, Lampariello Lorenzo, Scutari Gesualdo
Massimiani Alessandro, Palagi Laura, Sciubba Enrico, Tocci Lorenzo
Caliciotti Andrea, Giovanni Fasano, Roma Massimo
Chianese Y. M., Avenali A., Gambuti R., Palagi L.
One-Way Free Floating Car-Sharing: Applying Vehicle-Generated Data to Assess the Market Demand Potential of Urban Zones. 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC 2017) 2017: 777-782

Fedeli F., Mancini R., Mannino C., Ofria P., Oriolo G., Pacifici A., Piccialli V.
Optimal design of a regional railway service in Italy. JOURNAL OF RAIL TRANSPORT PLANNING & MANAGEMENT 2017: 308-319

Scutari Gesualdo, Facchinei Francisco, Lampariello Lorenzo, Sardellitti Stefania, Song Peiran
Scutari Gesualdo, Facchinei Francisco, Lampariello Lorenzo

2016

Lucidi Stefano, Maurici Massimo, Paulon Luca, Rinaldi Francesco, Roma Massimo
Liuzzi G., Lucidi Stefano, Rinaldi F.
Di Pillo G., Liuzzi G., Lucidi Stefano, Piccialli V., Rinaldi F.
A DIRECT-type approach for derivative-free constrained global optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2016: 361-397

De Santis Marianna, Lucidi Stefano, Rinaldi Francesco
Buchheim Christoph, De Santis Marianna, Lucidi Stefano, Rinaldi Francesco, Trieu Long
Bianco L., Caramia M., Giordani S., Piccialli V.
Valeria Cardellini, Vittoria De Nitto Personé, Di Valerio Valerio, Facchinei Francisco, Vincenzo Grassi, Francesco Lo Presti, Veronica Piccialli
Capasso Alfonso, Cervone A., Lamedica Regina, Palagi Laura
DE SANTIS Marianna, Festa P, Liuzzi G., Lucidi Stefano, Rinaldi F.
A nonmonotone GRASP. MATHEMATICAL PROGRAMMING COMPUTATION 2016: 271-309

Giovanni Fasano, Roma Massimo
Lucidi Stefano, Maurici Massimo, Paulon Luca, Rinaldi Francesco, Roma Massimo
A simulation-based multiobjective optimization approach for health care service management. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING 2016: 1480-1491

Di Pillo G, Latorre V., Lucidi Stefano, Procacci E.
Song P., Scutari G., Facchinei Francisco, Lampariello L.
D3M: Distributed multi-cell multigroup multicasting. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016: 3741-3745

Campana Emilio F., Diez Matteo, Iemma Umberto, Liuzzi Giampaolo, Lucidi Stefano, Rinaldi Francesco, Serani Andrea
Castellini Luca, Lucidi Stefano, Villani Marco
Design optimization of switched reluctance motor for aerospace application. 2015 IEEE International Electric Machines & Drives Conference (IEMDC 2015) 2016: 1678-1682

DE SANTIS Marianna
Dual approaches for a specific class of integer nonlinear programming problems. ELECTRONIC NOTES IN DISCRETE MATHEMATICS 2016: 73-76

Liuzzi G, Lucidi Stefano, Piccialli V.
Di Pillo Gianni, Roma Massimo
Guest editorial. Erice 2013 - Nonlinear Optimization: a Bridge from Theory to Applications - Special issue of COMPUTATIONAL OPTIMZATION AND APPLICATIONS 2016: 309-311

DI PILLO Gianni, Roma Massimo
Dose V.
Cannelli Loris, Scutari Gesualdo, Facchinei Francisco, Kungurtsev Vyacheslav
Parallel asynchronous lock-free algorithms for nonconvex big-data optimization. 2016 50th Asilomar Conference on Signals, Systems and Computers 2016: 1009-1013

Caliciotti Andrea, Fasano Giovanni, Roma Massimo
Preconditioning strategies for nonlinear conjugate gradient methods, based on quasi-Newton updates. Numerical computations: theory and algorithms (NUMTA–2016). Proceedings of the 2nd international conference “Numerical computations: theory and agorithms” 2016: -

Serani Andrea, Fasano Giovanni, Liuzzi Giampaolo, Lucidi Stefano, Iemma Umberto, Campana Emilio F., Stern Frederick, Diez Matteo

2015

DI PILLO Gianni, Lucidi Stefano, Francesco Rinaldi
Pietrabissa Antonio, Poli Cecilia, Oddi Guido, Palagi Laura, Suraci Vincenzo
A distributed bandwidth allocation algorithm for bluetooth wireless networks based on Wardrop equilibrium. 2015 34th Chinese control conference (CCC 2015). Hangzhou, China 28-30 July 2015 2015: 6469-6474

Buchheim Christoph, DE SANTIS Marianna, Palagi Laura
Lampariello F., Liuzzi G.
A filling function method for unconstrained global optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2015: 713-729

Capasso Alfonso, Cervone A, Lamedica Regina, Palagi Laura
A new deterministic approach for transmission system planning in deregulated electricity markets. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 2015: 1070-1078

Oddi Guido, Pietrabissa Antonio, Delli Priscoli Francesco, Facchinei Francisco, Palagi Laura, Lanna Andrea
A QoE-aware dynamic bandwidth allocation algorithm based on game theory. 2015 23rd Mediterranean conference on control and automation (MED 2015). Torremolinos (Malaga), Spain 16-19 June 2015 2015: 979-985

Canale Silvia, DELLI PRISCOLI Francesco, Monaco Salvatore, Palagi Laura, Suraci V.
A reinforcement learning approach for QoS/QoE model identification. 2015 34th Chinese Control Conference (CCC) 2015: 2019-2023

Casolino G. M., Liuzzi G., Losi A.
Combined cycle unit commitment in a changing electricity market scenario. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 2015: 114-123

Giampaolo Liuzzi, Lucidi Stefano, Francesco Rinaldi
Derivative-Free Methods for Mixed-Integer Constrained Optimization Problems. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2015: 933-965

Angelo Ciccazzo, Vittorio Latorre, Giampaolo Liuzzi, Lucidi Stefano, Francesco Rinaldi
Derivative-Free Robust Optimization for Circuit Design. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2015: 842-861

Suraci Vincenzo, Giorgi Claudio Gori, Battilotti Stefano, Facchinei Francisco
Distributed workload control for federated service discovery. PROCEDIA COMPUTER SCIENCEProcedia Computer Science 2015: 233-241

Gambuti Raffaele, Canale Silvia, Facchinei Francisco, Lanna Andrea, DI GIORGIO Alessandro
Electric vehicle trip planning integrating range constraints and charging facilities. 2015 23rd Mediterranean Conference on Control and Automation (MED) 2015: 472-479

Palagi L., Schoen F.
Foreword. OPTIMIZATION METHODS & SOFTWARE 2015: 251-252

Lampariello F., Liuzzi G.
Global Optimization of Protein–peptide Docking by a Filling Function Method. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2015: 1090-1108

Liuzzi Giampaolo, Lucidi Stefano, Piccialli Veronica
Global optimization of simulation based complex systems. Uncertainty Management in Simulation-Optimization of Complex Systems Algorithms and Applications 2015: 173-202

Daneshmand Amir, Facchinei Francisco, Kungurtsev Vyacheslav, Scutari Gesualdo
Bianconcini T., Liuzzi G., Morini B., Sciandrone M.
On the use of iterative methods in cubic regularization for unconstrained optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2015: 35-57

Facchinei Francisco, Gesualdo Scutari, Sagratella Simone
Parallel Selective Algorithms for Nonconvex Big Data Optimization. IEEE TRANSACTIONS ON SIGNAL PROCESSING 2015: 1874-1889

Canale Silvia, Cimorelli Federico, Facchinei Francisco, Gambuti Raffaele, Palagi Laura, Suraci Vincenzo
Profiled QoE based network controller. 2015 23rd Mediterranean Conference on Control and Automation (MED) 2015: 1085-1091

Pietrabissa Antonio, Battilotti Stefano, Facchinei Francisco, Giuseppi Alessandro, Oddi Guido, Panfili Martina, Suraci Vincenzo
Resource management in multi-cloud scenarios via reinforcement learning. 2015 34th Chinese control conference (CCC 2015). Hangzhou, China 28-30 July 2015 2015: 9084-9089

Dose V., Green N., Griffin M., Mao T., Rolen L., Willis J.
Singular moduli for a distinguished non-holomorphic modular function. PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY 2015: 965-972

Facchinei Francisco, Christian Kanzow, Sebastian Karl, Sagratella Simone
The semismooth Newton method for the solution of quasi-variational inequalities. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2015: 85-109

Dellepiane Umberto, Palagi Laura
Using SVM to combine global heuristics for the Standard Quadratic Problem. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2015: 596-605

2014

Lucidi Stefano, M. Maurici, L. Paulon, F. Rinaldi, Roma Massimo
A derivative-free approach for a simulation-based optimization problem in healtcare. Department of Computer, Control, and Management Engineering Antonio Ruberti Technical Reports 2014: 1-17

G. Fasano, G. Liuzzi, Lucidi Stefano, F. Rinaldi
Facchinei Francisco, Andreas Fischer, Markus Herrich
Pellegrini R., Campana E. F., Diez M., Serani A., Rinaldi F., Fasano G., Iemma U., Liuzzi G., Lucidi Stefano, Stern F.
Application of derivative-free multi-objective algorithms to reliability-based robust design optimization of a high-speed catamaran in real ocean environment. Engineering Optimization IV - Proceedings of the 4th International Conference on Engineering Optimization, ENGOPT 2014 2014: 15-20

DE SANTIS Marianna, F. Rinaldi, E. Falcone, Lucidi Stefano, G. Piaggio, A. Gurtner, Farina Lorenzo
Gesualdo Scutari, Facchinei Francisco, Peiran Song, Daniel P. Palomar, Jong Shi Pang
DE SANTIS Marianna, Lucidi Stefano, Francesco Rinaldi
Feasibility Pump-like heuristics for mixed integer problems. DISCRETE APPLIED MATHEMATICS 2014: 152-167

FACCHINEI Francisco, SAGRATELLA SIMONE, Gesualdo Scutari
Flexible parallel algorithms for big data optimization. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2014: 7208-7212

Daneshmand Amir, Facchinei Francisco, Kungurtsev Vyacheslav, Scutari Gesualdo
Flexible selective parallel algorithms for big data optimization. 2014 48th Asilomar Conference on Signals, Systems and Computers 2014: 3-7

Massimiliano Barletta, GISARIO ANNAMARIA, PALAGI Laura, Luigi Silvestri
Facchinei Francisco, Jong Shi Pang, Scutari Gesualdo
Non-cooperative games with minmax objectives. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2014: 85-112

G. Scutari, FACCHINEI Francisco, LAMPARIELLO LORENZO, P. Song
Parallel and distributed methods for nonconvex optimization. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2014: 840-844

Bertolazzi P., Guerra C., Liuzzi G.
Predicting protein-ligand and protein-peptide interfaces. THE EUROPEAN PHYSICAL JOURNAL PLUS 2014: -

Scutari Gesualdo, Facchinei Francisco, Jong Shi Pang, Daniel P. Palomar
Real and Complex Monotone Communication Games. IEEE TRANSACTIONS ON INFORMATION THEORY 2014: 4197-4231

Facchinei Francisco, Christian Kanzow, Sagratella Simone
Canale Silvia, Facchinei Francisco, Gambuti Raffaele, Palagi Laura, Suraci Vincenzo
Facchinei Francisco, Jong Shi Pang, Gesualdo Scutari, Lampariello Lorenzo

2013

Giampaolo Liuzzi, Lucidi Stefano, Manno Andrea, Francesco Rinaldi
A New Algorithm for the Solution of Large-Scale Singly Linearly Constrained Problems Subject to Simple Bounds.. 59th Workshop Nonlinear Optimization: a Bridge from Theory to Applications 2013: -

DE SANTIS Marianna, Lucidi Stefano, Francesco Rinaldi
C. Buchheim, DE SANTIS Marianna, Palagi Laura, Piacentini Mauro
Lucidi Stefano, Francesco Rinaldi
A. Huerta, S. Brizi, M. Elizondo, Roma Massimo
Analyzing the main and the second order effects of operational policies on the warehouse productivity. Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World 2013: 3950-3951

Dell'Olmo Paolo, R. De Leone, Felici Giovanni, P. Festa, S. Giordani, F. Guerriero, S. Martello, G. Nicosia, Palagi Laura, Fabio Schoen
Bianco L., Caramia M., Giordani S., Piccialli V.
Operations research models for global route planning in hazardous material transportation. International Series in Operations Research and Management Science 2013: 49-101

Giovanni Fasano, Roma Massimo
Preconditioning Newton-Krylov methods in nonconvex large scale optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2013: 253-290

2012-06-04

2012

DE SANTIS Alberto, Umberto Dellepiane, Lucidi Stefano
A black box optimization approach to parameter estimation in a model for long/short term variations dynamics of commodity prices. 9TH INTERNATIONAL CONFERENCE ON MATHEMATICAL PROBLEMS IN ENGINEERING, AEROSPACE AND SCIENCES: ICNPAA 2012 2012: 312-316

Di Lorenzo D., Liuzzi G., Rinaldi F., Schoen F., Sciandrone M.
A concave optimization-based approach for sparse portfolio selection. OPTIMIZATION METHODS & SOFTWARE 2012: 983-1000

Lucidi Stefano, Palagi Laura, A. Risi, M. Sciandrone
A convergent hybrid decomposition algorithm model using second order information for SVM training. Recent Advances in Nonlinear Optimization and Equilibrium Problems: A Tribute to Marco D'Apuzzo 2012: 295-312

Giampaolo Liuzzi, Lucidi Stefano, Manno Andrea, Francesco Rinaldi
DE SANTIS Marianna, DI PILLO Gianni, Lucidi Stefano
DI PILLO Gianni, Lucidi Stefano, Francesco Rinaldi
DI PILLO Gianni, Liuzzi Giampaolo, Lucidi Stefano
An exact augmented Lagrangian function exploiting negative curvature directions. Recent Advances in Nonlinear Optimization and Equilibrium Problems: a Tribute to Marco D'Apuzzo 2012: 117-136

Palagi Laura, Piccialli Veronica, Franz Rendl, Giovanni Rinaldi, Angelika Wiegele
Computational Approaches to Max-Cut. Handbook on Semidefinite, Conic and Polynomial Optimization 2012: 821-847

Bertolazzi P., Guerra C., Lampariello F., Liuzzi G.
Continuous global optimization for protein structure analysis. LA RIVISTA DEL NUOVO CIMENTO DELLA SOCIETÀ ITALIANA DI FISICA 2012: 65-70

DE SANTIS Marianna, Rinaldi Francesco
Continuous Reformulations for Zero-One Programming Problems. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2012: 75-84

G. Liuzzi, Lucidi Stefano, F. Rinaldi
Derivative-free methods for bound constrained mixed-integer optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2012: 505-526

DI PILLO Gianni, Roma Massimo
Guest editorial. Erice 2010 Nonlinear Optimization - Special issue of COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2012: 297-299

Liuzzi Giampaolo, Lucidi Stefano, V. Piccialli
Partitioning techniques for global optimization. Recent Advances in Nonlinear Optimization and Equilibrium Problems: A Tribute to Marco D'Apuzzo 2012: 253-272

Giovanni Fasano, Roma Massimo
Preconditioning Large Indefinite Linear Systems. MAGALLAT GAMI'AT AL-SULTAN QABUS LI-L-BUHUT AL-'ILMIYYAT AL-'ULUM WA-AL-HANDASAT 2012: 63-79

G. Fasano, Roma Massimo
Quasi-Newton Updates for Preconditioned Nonlinear Conjugate Gradient Methods. Recent Advances in Nonlinear Optimization and Equilibrium Problems: a tribute to Marco D'Apuzzo 2012: 175-200

Grippo Luigi, Piacentini Mauro, Palagi Laura, Piccialli Veronica, Giovanni Rinaldi
Immanuel M. Bomze, GRIPPO Luigi, PALAGI Laura

2011

di Serafino D., Liuzzi G., Piccialli V., Riccio F., Toraldo G.
A Modified DIviding RECTangles Algorithm for a Problem in Astrophysics. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2011: 175-190

DE SANTIS Marianna, Lucidi Stefano, Rinaldi F.
A new feasibility pump-like heuristic for mixed integer problems. 10th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, CTW 2011 - Proceedings of the Conference 2011: 138-141

DI PILLO Gianni, Giampaolo Liuzzi, Lucidi Stefano
DI PILLO Gianni, Liuzzi Giampaolo, Lucidi Stefano
Grippo Luigi, Palagi Laura, Piccialli Veronica
DE SANTIS Marianna, Lucidi Stefano, Rinaldi F.
Continuous reformulations for zero-one programming problems. 10th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, CTW 2011 - Proceedings of the Conference 2011: 142-145

Facchinei Francisco, Veronica Piccialli, Marco Sciandrone
Decomposition Algorithms for Generalized Potential Games. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2011: 237-262

Alfakih A. Y., Anjos M. F., Piccialli V., Wolkowicz H.
DE SANTIS Alberto, Roma Massimo
Modelli di simulazione con SIMIO: esempi di applicazione. Simulation Modeling with SIMIO: A Workbook 2011: -

Liuzzi Giampaolo, Palagi Laura, Piacentini Mauro

2010

G. Liuzzi, Lucidi Stefano, V. Piccialli
Bertolazzi P., Guerra C., Liuzzi G.
Parasiliti Francesco, Villani Marco, Lucidi Stefano, Rinaldi Francesco
A new optimization approach for the design of IPM synchronous motor with wide constant-power region. 19th International Conference on Electrical Machines, ICEM 2010 2010: 1-7

Liuzzi Giampaolo, Lucidi Stefano, Piccialli Veronica
A partition-based global optimization algorithm. JOURNAL OF GLOBAL OPTIMIZATION 2010: 113-128

DI PILLO Gianni, Liuzzi Giampaolo, Lucidi Stefano, Palagi Laura
A truncated Newton method in an augmented Lagrangian framework for nonlinear programming. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2010: 311-352

DI PILLO Gianni, Roma Massimo
Lucidi Stefano, Rinaldi Francesco
Exact Penalty Functions for Nonlinear Integer Programming Problems. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2010: 479-488

Liuzzi Giampaolo, Lucidi Stefano, Marco Sciandrone
Casolino G. M., Liuzzi G., Losi A.

2009

Facchinei Francisco, Andreas Fischer, Veronica Piccialli
Generalized Nash equilibrium problems and Newton methods. MATHEMATICAL PROGRAMMING 2009: 163-194

Roma Massimo
LARGE SCALE UNCONSTRAINED OPTIMIZATION. ENCYCLOPEDIA OF OPTIMIZATION 2009: 1831-1838

Grippo Luigi, Palagi Laura, Piccialli Veronica
Emilio Fortunato Campana, Liuzzi Giampaolo, Lucidi Stefano, Daniele Peri, Piccialli Veronica, Antonio Pinto
New global optimization methods for ship design problems. OPTIMIZATION AND ENGINEERING 2009: 533-555

2008

Liuzzi Giampaolo, Lucidi Stefano
Iacoviello Daniela, G. Liuzzi
Fixed/free final time sir epidemic models with multiple controls. INTERNATIONAL JOURNAL OF SIMULATION MODELLING 2008: 81-92

2007

Facchinei Francisco, Andreas Fischer, Piccialli Veronica
On generalized Nash games and variational inequalities. OPERATIONS RESEARCH LETTERS 2007: 159-164

2006

G. Fasano, Roma Massimo
DI PILLO Gianni, Roma Massimo

2005

Lucidi Stefano, Piccialli Veronica, M. Sciandrone
An algorithm model for mixed variable programming. SIAM JOURNAL ON OPTIMIZATION 2005: 1057-1084

Liuzzi Giampaolo, Lucidi Stefano, Piccialli Veronica, Marco Villani
Design of induction motors using a mixed-variable approach. COMPUTATIONAL MANAGEMENT SCIENCE 2005: 213-228

2004

Lucidi Stefano, V. Piccialli
Liuzzi Giampaolo, Lucidi Stefano, Piccialli Veronica, A. Sotgiu

2002

Lucidi Stefano, Piccialli Veronica

2000

DI PILLO Gianni, Lucidi Stefano, Palagi Laura
A truncated Newton method for constrained optimization. Nonlinear Optimization and Related Topics 2000: 79-103

1999

A. Ciancimino, G. Inzerillo, Lucidi Stefano, Palagi Laura
DI PILLO Gianni, Lucidi Stefano, Palagi Laura

1998

Lucidi Stefano, Palagi Laura
Solution of the trust region problem via a smooth Unconstrained Reformulation. Topics in Semidefinite and Interior-Point methods 1998: 237-250

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