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
A clustering heuristic to improve a derivative-free algorithm for nonsmooth optimization. OPTIMIZATION LETTERS 2023: -
DI TEODORO Giulia, Siciliano Federico, Guarrasi Valerio, Vandamme Anne-Mieke, Ghisetti Valeria, Sönnerborg Anders, Zazzi Maurizio, Silvestri Fabrizio, Palagi Laura
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
A machine-learning based bio-psycho-social model for the prediction of non-obstructive and obstructive coronary artery disease. CLINICAL RESEARCH IN CARDIOLOGY 2023: -
DI PILLO Gianni, Fabiano Marcello, Lucidi Stefano, Roma Massimo
Bettiol E., Buchheim C., De Santis M., Rinaldi F.
An oracle-based framework for robust combinatorial optimization. JOURNAL OF GLOBAL OPTIMIZATION 2023: -
Grazzi Riccardo, Pontil Massimiliano, Salzo Saverio
Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-Start. JOURNAL OF MACHINE LEARNING RESEARCH 2023: 1-37
Rossetti Barbara, Incardona Francesca, Di Teodoro Giulia, Mommo Chiara, Saladini Francesco, Kaiser Rolf, Sönnerborg Anders, Lengauer Thomas, Zazzi Maurizio
Cohort Profile: A European Multidisciplinary Network for the Fight against HIV Drug Resistance (EuResist Network). TROPICAL MEDICINE AND INFECTIOUS DISEASE 2023: 243-
Traoré Cheik, Salzo Saverio, Villa Silvia
Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2023: -
Addis Bernardetta, Castel Christophe, Macali Amalia, Misener Ruth, Piccialli Veronica
Data augmentation driven by optimization for membrane separation process synthesis. COMPUTERS & CHEMICAL ENGINEERING 2023: -
Piccialli Veronica, Sudoso Antonio M.
Global optimization for cardinality-constrained minimum sum-of-squares clustering via semidefinite programming. MATHEMATICAL PROGRAMMING 2023: -
Cristofari A., De Santis M., Lucidi S., Rothwell J., Casula E. P., Rocchi L.
Machine Learning-Based Classification to Disentangle EEG Responses to TMS and Auditory Input. BRAIN SCIENCES 2023: 866-
Avella Pasquale, Calamita Alice, Palagi Laura
D'Onofrio Federico, Monaci Marta, Palagi Laura
Optimization-based approaches for learning Optimal Classification Trees. IFORS News 2023: 5-7
Piccialli Veronica, Romero Morales Dolores, Salvatore Cecilia
Supervised feature compression based on counterfactual analysis. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2023: -
Di Teodoro Giulia, Monaci Marta, Palagi Laura
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.
A computational study on QP problems with general linear constraints. OPTIMIZATION LETTERS 2022: -
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
A Penalty Branch-and-Bound Method for Mixed Binary Linear Complementarity Problems. INFORMS JOURNAL ON COMPUTING 2022: 3117-3133
De Santis A., Giovannelli T., Lucidi S., Messedaglia M., Roma M.
A simulation-based optimization approach for the calibration of a discrete event simulation model of an emergency department. ANNALS OF OPERATIONS RESEARCH 2022: -
Cristofari Andrea, Di Pillo Gianni, Liuzzi Giampaolo, Lucidi Stefano
An Augmented Lagrangian Method Exploiting an Active-Set Strategy and Second-Order Information. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2022: -
Piccialli V., Russo Russo A., Sudoso A. M.
An exact algorithm for semi-supervised minimum sum-of-squares clustering. COMPUTERS & OPERATIONS RESEARCH 2022: 105958-
Maita Francesco, Piccialli Veronica, Pensa Flavia, Scatto Marco, Ruggeri and Luca Maiolo Massimiliano
Application of unconditioned nanostructured thermoplastic based strain gauge sensor in wearable electronics. IEEE SENSORS JOURNAL 2022: -
Maita Francesco, Piccialli Veronica, Pensa Flavia, Scatto Marco, Ruggeri Massimiliano, Maiolo Luca
Application of Unconditioned Nanostructured Thermoplastic-Based Strain Gauge Sensor in Wearable Electronics. IEEE SENSORS JOURNAL 2022: 24019-24026
Dose Valerio, Lido GUIDO MARIA, Mercuri Pietro
Automorphisms of Cartan modular curves of prime and composite level. ALGEBRA & NUMBER THEORY 2022: 1423-1461
Kostic ́ Vladimir R., Salzo Saverio, Pontil Massimiliano
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity. Proceedings of the 39th International Conference on Machine Learning 2022: -
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
Disruption Management in Railway Systems by Safe Place Assignment. TRANSPORTATION SCIENCE 2022: -
Dose V., Mercuri P., Pal A., Stirpe C.
High order elements in finite fields arising from recursive towers. DESIGNS, CODES AND CRYPTOGRAPHY 2022: -
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.
Mixed-Integer Nonlinear Programming for State-based Non-Intrusive Load Monitoring. IEEE TRANSACTIONS ON SMART GRID 2022: -
van de Klundert Maarten A. A., Antonova Anastasiia, Di Teodoro Giulia, Ceña Diez Rafael, Chkhartishvili Nikoloz, Heger Eva, Kuznetsova Anna, Lebedev Aleksey, Narayanan Aswathy, Ozhmegova Ekaterina, Pronin Alexander, Shemshura Andrey, Tumanov Alexandr, Pfeifer Nico, Kaiser Rolf, Saladini Francesco, Zazzi Maurizio, Incardona Francesca, Bobkova Marina, Sönnerborg Anders
Molecular Epidemiology of HIV-1 in Eastern Europe and Russia. VIRUSES 2022: 2099-
Croella Anna Livia, Tronci Edoardo Maria, Petitti Federico, Nastasi Alberto, Palagi Laura, Romano Ferdinando
Lamedica Regina, Ruvio Alessandro, Tanzi Enrico, Palagi Laura
O.Si.Si: Optimal SIzing and SIting of stationary storage systems in railway electrical lines using a blackbox integer model. JOURNAL OF ENERGY STORAGE 2022: 1-12
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
On the exactness of the ε-constraint method for biobjective nonlinear integer programming. OPERATIONS RESEARCH LETTERS 2022: -
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
Salzo S, Villa S
Parallel random block-coordinate forward-backward algorithm: a unified convergence analysis. MATHEMATICAL PROGRAMMING 2022: 225-269
Lucidi S., Passacantando M., Rinaldi F.
Solving non-monotone equilibrium problems via a DIRECT-type approach. JOURNAL OF GLOBAL OPTIMIZATION 2022: -
Rhee S. -Y., Boehm M., Tarasova O., Di Teodoro G., Abecasis A. B., Sonnerborg A., Bailey A. J., Kireev D., Zazzi M., Shafer R. W.
Spectrum of Atazanavir‐Selected Protease Inhibitor‐Resistance Mutations. Current Research on HIV Drug Resistance 2022: 546-
Kostic Vr, Salzo S
The method of randomized Bregman projections for stochastic feasibility problems. NUMERICAL ALGORITHMS 2022: -
Piccialli Veronica, Sudoso Antonio M., Wiegele Angelika
{SOS}-{SDP}: An Exact Solver for Minimum Sum-of-Squares Clustering. INFORMS JOURNAL ON COMPUTING 2022: -
2021
De Santis M., Eichfelder G.
A decision space algorithm for multiobjective convex quadratic integer optimization. COMPUTERS & OPERATIONS RESEARCH 2021: -
Mancuso P., Piccialli V., Sudoso A. M.
A machine learning approach for forecasting hierarchical time series. EXPERT SYSTEMS WITH APPLICATIONS 2021: -
Raparelli V, Proietti M, Romiti G. F., Seccia R, Di Teodoro G., Tanzilli G, Marrapodi R, Flego D, Corica B, Cangemi R, Palagi L, Basili S, Stefanini L, Group Eva
Galvan G., Sciandrone M., Lucidi S.
A parameter-free unconstrained reformulation for nonsmooth problems with convex constraints. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2021: 33-53
De Santis A., Giovannelli T., Lucidi S., Messedaglia M., Roma M.
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.
Computing mixed strategies equilibria in presence of switching costs by the solution of nonconvex QP problems. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2021: 561-599
Grazzi R, Pontil M, Salzo S
Convergence Properties of Stochastic Hypergradients. 2021: 3826-3834
Liuzzi G., Lucidi S., Rinaldi F., Pellegrini R., Serani A., Diez M.
Derivative-free line-search algorithm for multi-fidelity optimization. AIAA Scitech 2021 Forum 2021: 1-13
De Santis A., Giovannelli T., Lucidi S., Messedaglia M., Roma M.
De Santis A., Giovannelli T., Lucidi S., Messedaglia M., Roma M.
Determining the optimal piecewise constant approximation for the nonhomogeneous Poisson process rate of Emergency Department patient arrivals. FLEXIBLE SERVICES AND MANUFACTURING JOURNAL 2021: -
Fava G., Giovannelli T., Messedaglia M., Roma M.
Lampariello L., Sagratella S.
Effectively managing diagnostic tests to monitor the COVID-19 outbreak in Italy. OPERATIONS RESEARCH FOR HEALTH CARE 2021: -
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.
Football: Discovering elapsing-time bias in the science of success. CHAOS, SOLITONS AND FRACTALS 2021: -
Coppola Corrado, Grani Giorgio, Monaci Marta, Palagi Laura
Piccialli V., Sudoso A. M.
Seccia Ruggiero, Romano Silvia, Salvetti Marco, Crisanti Andrea, Palagi Laura, Grassi Francesca
Celani F., Bruni R.
Minimum-Time Spacecraft Attitude Motion Planning Using Objective Alternation in Derivative-Free Optimization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2021: -
Petti M., Farina L., Francone F., Lucidi S., Macali Amalia, Palagi L., De Santis M.
Palagi Laura, Seccia Ruggiero
On the convergence of a Block-Coordinate Incremental Gradient method. SOFT COMPUTING 2021: 1-12
Salzo S., Villa S.
Parallel random block-coordinate forward–backward algorithm: a unified convergence analysis. MATHEMATICAL PROGRAMMING 2021: 1-45
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
The price of anarchy in routing games as a function of the demand. MATHEMATICAL PROGRAMMING 2021: -
Frecon J, Salzo S, Pontil M
Cacciarelli Davide, Boresta Marco
What drives a donor? A machine learning‐based approach for predicting responses of nonprofit direct marketing campaigns. JOURNAL OF PHILANTHROPY AND MARKETING 2021: -
2020
Al-Baali Mehiddin, Caliciotti Andrea, Fasano Giovanni, Roma Massimo
A Class of Approximate Inverse Preconditioners Based on Krylov-Subspace Methods for Large-Scale Nonconvex Optimization. SIAM JOURNAL ON OPTIMIZATION 2020: 1954-1979
Cocchi G., Levato T., Liuzzi G., Sciandrone M.
A concave optimization-based approach for sparse multiobjective programming. OPTIMIZATION LETTERS 2020: 535-556
De Santis A., Dellepiane U., Lucidi S., Renzi S.
A derivative-free optimization approach for the autotuning of a Forex trading strategy. OPTIMIZATION LETTERS 2020: -
Cristofari A., De Santis M., Lucidi S., Rinaldi F.
An active-set algorithmic framework for non-convex optimization problems over the simplex. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2020: -
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: -
Liuzzi G., Lucidi S., Rinaldi F.
An algorithmic framework based on primitive directions and nonmonotone line searches for black-box optimization problems with integer variables. MATHEMATICAL PROGRAMMING COMPUTATION 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
An optimal non–uniform piecewise constant approximation for the patient arrival rate for a more efficient representation of the emergency departments arrival process. DEPARTMENT OF COMPUTER, CONTROL, AND MANAGEMENT ENGINEERING ANTONIO RUBERTI TECHNICAL REPORTS 2020: -
Cannelli Loris, Facchinei Francisco, Scutari Gesualdo, Kungurtsev Vyacheslav
Asynchronous optimization over graphs: linear convergence under error bound conditions. IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2020: 1-16
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.
Branching with hyperplanes in the criterion space: The frontier partitioner algorithm for biobjective integer programming. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2020: 57-69
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
Data of patients undergoing rehabilitation programs. DATA IN BRIEF 2020: -
Facchinei F., Kungurtsev V., Lampariello L., Scutari G.
Diminishing stepsize methods for nonconvex composite problems via ghost penalties: from the general to the convex regular constrained case. OPTIMIZATION METHODS & SOFTWARE 2020: 1-27
Colombo Tommaso, Sagratella Simone
Distributed algorithms for convex problems with linear coupling constraints. JOURNAL OF GLOBAL OPTIMIZATION 2020: 53-73
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
Generalized support vector regression: Duality and tensor-kernel representation. ANALYSIS AND APPLICATIONS 2020: 149-183
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
Improving P300 Speller performance by means of optimization and machine learning. ANNALS OF OPERATIONS RESEARCH 2020: -
Shehu Y., Gibali A., Sagratella S.
Inertial Projection-Type Methods for Solving Quasi-Variational Inequalities in Real Hilbert Spaces. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2020: 877-894
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
Issues on the use of a modified Bunch and Kaufman decomposition for large scale Newton’s equation. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2020: -
De Leone Renato, Fasano Giovanni, Roma Massimo, Sergeyev Yaroslav D.
Iterative Grossone-Based Computation of Negative Curvature Directions in Large-Scale Optimization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2020: 554-589
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
On the Iteration Complexity of Hypergradient Computation. 2020: 3748-3758
Bozorg M., Ramirez-Santos A. A., Addis B., Piccialli V., Castel C., Favre E.
Optimal process design of biogas upgrading membrane systems: Polymeric vs high performance inorganic membrane materials. CHEMICAL ENGINEERING SCIENCE 2020: -
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
Palagi Laura, Sciubba Enrico, Tocci Lorenzo
Liuzzi G., Locatelli M., Piccialli V.
A new branch-and-bound algorithm for standard quadratic programming problems. OPTIMIZATION METHODS & SOFTWARE 2019: 79-97
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
A risk-gain dominance maximization approach to enhanced index tracking. FINANCE RESEARCH LETTERS 2019: 231-238
Maccarrone Ludovica, Giovannelli Tommaso, Ferone Daniele, Panadero Javier, Juan Angel A.
A simheuristic algorithm for solving an integrated resource allocation and scheduling problem. 2018 Winter Simulation Conference (WSC) 2019: 3340-3351
Buchheim Christoph, DE SANTIS Marianna
An Active Set Algorithm for Robust Combinatorial Optimization Based on Separation Oracles. MATHEMATICAL PROGRAMMING COMPUTATION 2019: 755-789
De Santis Marianna, Grani Giorgio, Palagi Laura
Branching with hyperplanes in the criterion space: the frontier partitioner algorithm for biobjective integer programming. Technical Report n. 3, 2019 2019: 1-36
Manno Andrea, Sagratella Simone, Palagi Laura
Case Article—Production and Distribution Optimization of Beach Equipment for the Marinero Company. TRANSACTIONS ON EDUCATION 2019: 152-154
Manno Andrea, Palagi Laura, Sagratella Simone
Case—Production and Distribution Optimization of Beach Equipment for the Marinero Company. TRANSACTIONS ON EDUCATION 2019: 155-159
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
Derivative free methodologies for circuit worst case analysis. OPTIMIZATION LETTERS 2019: 1557-1571
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
Sagratella S.
On generalized Nash equilibrium problems with linear coupling constraints and mixed-integer variables. OPTIMIZATION 2019: 197-226
Cristofari Andrea, Dehghan Niri Tayebeh, Lucidi Stefano
On global minimizers of quadratic functions with cubic regularization. OPTIMIZATION LETTERS 2019: 1269-1283
Palagi Laura, Seccia Ruggiero
Bozorg M., Addis B., Piccialli V., Ramirez-Santos A. A., Castel C., Pinnau I., Favre E.
Polymeric membrane materials for nitrogen production from air: A process synthesis study. CHEMICAL ENGINEERING SCIENCE 2019: 1196-1213
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
The Price of Anarchy in Routing Games as a Function of the Demand. Web and Internet Economics 2019: 337-337
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.
Trust-region methods for the derivative-free optimization of nonsmooth black-box functions. SIAM JOURNAL ON OPTIMIZATION 2019: 3012-3035
2018
Buchheim Christoph, De Santis Marianna, Rinaldi Francesco, Trieu Long
A Frank–Wolfe based branch-and-bound algorithm for mean-risk optimization. JOURNAL OF GLOBAL OPTIMIZATION 2018: 625-644
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
An adaptive truncation criterion, for linesearch-based truncated Newton methods in large scale nonconvex optimization. OPERATIONS RESEARCH LETTERS 2018: 7-12
Cocchi G., Liuzzi G., Papini A., Sciandrone M.
An implicit filtering algorithm for derivative-free multiobjective optimization with box constraints. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2018: 267-296
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
Cristofari A., De Santis M., Lucidi S., Rinaldi F.
Caliciotti Andrea, Fasano Giovanni, Nash S. G., Roma Massimo
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
Multi-agent optimization. 2018: -
Piccialli V., Sciandrone M.
Nonlinear optimization and support vector machines. 4OR 2018: 111-149
Ram('(i))rez-Santos ('(A))lvaro A., Bozorg M., Addis B., Piccialli V., Castel C., Favre E.
Optimization of multistage membrane gas separation processes. Example of application to {CO}2 capture from blast furnace gas. JOURNAL OF MEMBRANE SCIENCE 2018: 346-366
Manno Andrea, Palagi Laura, Sagratella Simone
Parallel decomposition methods for linearly constrained problems subject to simple bound with application to the SVMs training. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2018: 115-145
Liuzzi G., Truemper K.
Parallelized hybrid optimization methods for nonsmooth problems using NOMAD and linesearch. COMPUTATIONAL & APPLIED MATHEMATICS 2018: 3172-3207
Caliciotti Andrea, Fasano Giovanni, Roma Massimo
Preconditioned nonlinear conjugate gradient methods based on a modified secant equation. APPLIED MATHEMATICS AND COMPUTATION 2018: 196-214
Facchinei F., Pang J. -S.
Preface. Multi-agent Optimization 2018: v-vi
Al-Baali Mehiddin, Caliciotti Andrea, Fasano Giovanni, Roma Massimo
Quasi-Newton based preconditioning and damped quasi-Newton schemes for nonlinear conjugate gradient methods. Numerical analysis and optimization 2018: 1-21
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.
Scheduling the Italian national Volleyball tournament. INTERFACES 2018: 271-284
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
Using a factored dual in augmented Lagrangian methods for semidefinite programming. OPERATIONS RESEARCH LETTERS 2018: 523-528
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
Feasible methods for nonconvex nonsmooth problems with applications in green communications. MATHEMATICAL PROGRAMMING 2017: 55-90
Palagi Laura
Massimiani Alessandro, Palagi Laura, Sciubba Enrico, Tocci Lorenzo
Neural networks for small scale ORC optimization. ENERGY PROCEDIA 2017: 34-41
Caliciotti Andrea, Giovanni Fasano, Roma Massimo
Novel preconditioners based on quasi–Newton updates for nonlinear conjugate gradient methods. OPTIMIZATION LETTERS 2017: 835-853
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
Parallel and Distributed Methods for Constrained Nonconvex Optimization-Part II: Applications in Communications and Machine Learning. IEEE TRANSACTIONS ON SIGNAL PROCESSING 2017: 1945-1960
Scutari Gesualdo, Facchinei Francisco, Lampariello Lorenzo
Parallel and Distributed Methods for Constrained Nonconvex Optimization—Part I: Theory. IEEE TRANSACTIONS ON SIGNAL PROCESSING 2017: 1929-1944
2016
Lucidi Stefano, Maurici Massimo, Paulon Luca, Rinaldi Francesco, Roma Massimo
A derivative-free approach for a simulation-based optimization problem in healthcare. OPTIMIZATION LETTERS 2016: 219-235
Liuzzi G., Lucidi Stefano, Rinaldi F.
A derivative-free approach to constrained multiobjective nonsmooth optimization. SIAM JOURNAL ON OPTIMIZATION 2016: 2744-2774
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
A fast active set block coordinate descent algorithm for ℓ1-regularized least squares. SIAM JOURNAL ON OPTIMIZATION 2016: 781-809
Buchheim Christoph, De Santis Marianna, Lucidi Stefano, Rinaldi Francesco, Trieu Long
A feasible active set method with reoptimization for convex quadratic mixed-integer programming. SIAM JOURNAL ON OPTIMIZATION 2016: 1695-1714
Bianco L., Caramia M., Giordani S., Piccialli V.
A game-theoretic approach for regulating hazmat transportation. TRANSPORTATION SCIENCE 2016: 424-438
Valeria Cardellini, Vittoria De Nitto Personé, Di Valerio Valerio, Facchinei Francisco, Vincenzo Grassi, Francesco Lo Presti, Veronica Piccialli
A game-theoretic approach to computation offloading in mobile cloud computing. MATHEMATICAL PROGRAMMING 2016: 421-449
Capasso Alfonso, Cervone A., Lamedica Regina, Palagi Laura
A LP and MILP methodology to support the planning of transmission power systems. ELECTRIC POWER SYSTEMS RESEARCH 2016: 699-707
DE SANTIS Marianna, Festa P, Liuzzi G., Lucidi Stefano, Rinaldi F.
A nonmonotone GRASP. MATHEMATICAL PROGRAMMING COMPUTATION 2016: 271-309
Giovanni Fasano, Roma Massimo
A novel class of approximate inverse preconditioners for large positive definite linear systems in optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2016: 399-429
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
Derivative-free global ship design optimization using global/local hybridization of the DIRECT algorithm. OPTIMIZATION AND ENGINEERING 2016: 127-156
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.
Exploiting derivative-free local searches in DIRECT-type algorithms for global optimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2016: 449-475
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.
On the automorphisms of the nonsplit cartan modular curves of prime level. NAGOYA MATHEMATICAL JOURNAL 2016: 74-92
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
Ship hydrodynamic optimization by local hybridization of deterministic derivative-free global algorithms. APPLIED OCEAN RESEARCH 2016: 115-128
2015
DI PILLO Gianni, Lucidi Stefano, Francesco Rinaldi
A Derivative-Free Algorithm for Constrained Global Optimization Based on Exact Penalty Functions. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2015: 862-882
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
A fast branch-and-bound algorithm for non-convex quadratic integer optimization subject to linear constraints using ellipsoidal relaxations. OPERATIONS RESEARCH LETTERS 2015: 384-388
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
Giovanni Fasano, Roma Massimo
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
Hybrid random/deterministic parallel algorithms for convex and nonconvex Big Data optimization. IEEE TRANSACTIONS ON SIGNAL PROCESSING 2015: 3914-3929
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
Liuzzi G., Rinaldi F.
Solving ℓ0-penalized problems with simple constraints via the Frank–Wolfe reduced dimension method. OPTIMIZATION LETTERS 2015: 57-74
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
A LINESEARCH-BASED DERIVATIVE-FREE APPROACH FOR
NONSMOOTH CONSTRAINED OPTIMIZATION. SIAM JOURNAL ON OPTIMIZATION 2014: 959-992
Facchinei Francisco, Andreas Fischer, Markus Herrich
An LP-Newton method: nonsmooth equations, KKT systems, and nonisolated solutions. MATHEMATICAL PROGRAMMING 2014: 1-36
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
Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems. IEEE TRANSACTIONS ON SIGNAL PROCESSING 2014: 641-656
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
Modelling the Electrostatic Fluidised Bed (EFB) coating process using Support Vector Machines (SVMs). POWDER TECHNOLOGY 2014: 85-93
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
Solving quasi-variational inequalities via their KKT conditions. MATHEMATICAL PROGRAMMING 2014: 369-412
Canale Silvia, Facchinei Francisco, Gambuti Raffaele, Palagi Laura, Suraci Vincenzo
User profile based Quality of Experience. 2014: 340-345
Facchinei Francisco, Jong Shi Pang, Gesualdo Scutari, Lampariello Lorenzo
VI-constrained hemivariational inequalities: distributed algorithms and power control in ad-hoc networks. MATHEMATICAL PROGRAMMING 2014: 59-96
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
A new class of functions for measuring solution integrality in the feasibility pump approach. SIAM JOURNAL ON OPTIMIZATION 2013: 1575-1606
C. Buchheim, DE SANTIS Marianna, Palagi Laura, Piacentini Mauro
An exact algorithm for nonconvex quadratic integer minimization using ellipsoidal relaxations. SIAM JOURNAL ON OPTIMIZATION 2013: 1867-1889
Lucidi Stefano, Francesco Rinaldi
An exact penalty global optimization approach for mixed-integer programming problems. OPTIMIZATION LETTERS 2013: 297-307
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
Palagi Laura, Fabio Schoen
DI PILLO Gianni, Roma Massimo
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
DE SANTIS Marianna
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
Liuzzi G., Risi A.
A decomposition algorithm for unconstrained optimization problems with partial derivative information. OPTIMIZATION LETTERS 2012: 437-450
Giampaolo Liuzzi, Lucidi Stefano, Manno Andrea, Francesco Rinaldi
DE SANTIS Marianna, DI PILLO Gianni, Lucidi Stefano
An active set feasible method for large-scale minimization problems with bound constraints. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2012: 395-423
DI PILLO Gianni, Lucidi Stefano, Francesco Rinaldi
An approach to constrained global optimization based on exact penalty functions. JOURNAL OF GLOBAL OPTIMIZATION 2012: 251-260
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
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
SpeeDP: an algorithm to compute SDP bounds for very large Max-Cut instances. MATHEMATICAL PROGRAMMING 2012: 353-373
Immanuel M. Bomze, GRIPPO Luigi, PALAGI Laura
2011
G. Fasano, Roma Massimo
G. Fasano, Roma Massimo
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
A primal-dual algorithm for nonlinear programming exploiting negative curvature directions. NUMERICAL ALGEBRA, CONTROL AND OPTIMIZATION 2011: 509-528
DI PILLO Gianni, Liuzzi Giampaolo, Lucidi Stefano
An exact penalty-lagrangian approach for large-scale nonlinear programming. OPTIMIZATION 2011: 223-252
Grippo Luigi, Palagi Laura, Piccialli Veronica
An unconstrained minimization method for solving low-rank SDP relaxations of the maxcut problem. MATHEMATICAL PROGRAMMING 2011: 119-146
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.
Euclidean distance matrices, semidefinite programming and sensor network localization. PORTUGALIAE MATHEMATICA 2011: 53-102
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
On the convergence of a Jacobi-type algorithm for singly linearly-constrained problems subject to simple bounds. OPTIMIZATION LETTERS 2011: 347-362
2010
G. Liuzzi, Lucidi Stefano, V. Piccialli
A DIRECT-based approach exploiting local minimizations for the solution of large-scale global optimization problems. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2010: 353-375
Bertolazzi P., Guerra C., Liuzzi G.
A global optimization algorithm for protein surface alignment. BMC BIOINFORMATICS 2010: 488-
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
Erice 2007: Nonlinear Optimization. 2010: 205-474
Lucidi Stefano, Rinaldi Francesco
Exact Penalty Functions for Nonlinear Integer Programming Problems. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS 2010: 479-488
DI PILLO Gianni, Roma Massimo
Liuzzi Giampaolo, Lucidi Stefano, Marco Sciandrone
Sequential penalty derivative-free methods for nonlinear constrained optimization. SIAM JOURNAL ON OPTIMIZATION 2010: 2614-2635
Casolino G. M., Liuzzi G., Losi A.
Unit commitment in oligopolistic markets by nonlinear mixed variable programming. OPTIMIZATION AND ENGINEERING 2010: 213-245
2009
Liuzzi Giampaolo, Lucidi Stefano
A DERIVATIVE-FREE ALGORITHM FOR INEQUALITY CONSTRAINED NONLINEAR PROGRAMMING VIA SMOOTHING OF AN l(infinity) PENALTY FUNCTION. SIAM JOURNAL ON OPTIMIZATION 2009: 1-29
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
Necessary and sufficient global optimality conditions for NLP reformulations of linear SDP problems. JOURNAL OF GLOBAL OPTIMIZATION 2009: 339-348
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
A derivative-free algorithm for systems of nonlinear inequalities. OPTIMIZATION LETTERS 2008: 521-534
Iacoviello Daniela, G. Liuzzi
Fixed/free final time sir epidemic models with multiple controls. INTERNATIONAL JOURNAL OF SIMULATION MODELLING 2008: 81-92
2007
DI PILLO Gianni, Roma Massimo
Facchinei Francisco, Andreas Fischer, Piccialli Veronica
On generalized Nash games and variational inequalities. OPERATIONS RESEARCH LETTERS 2007: 159-164
G. Fasano, Roma Massimo
2006
G. Fasano, Roma Massimo
AN APPROXIMATE INVERSE PRECONDITIONER IN TRUNCATED NEWTON METHODS FOR LARGE SCALE OPTIMIZATION. COMMUNICATIONS TO SIMAI CONGRESS 2006: 1-3
DI PILLO Gianni, Roma Massimo
Large Scale Nonlinear Optimization. 2006: 1-297
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
Roma Massimo
Dynamic scaling based preconditioning for truncated Newton methods in large scale unconstrained optimization. OPTIMIZATION METHODS & SOFTWARE 2005: 693-713
G. Fasano, Roma Massimo
2004
Lucidi Stefano, V. Piccialli
A derivative based algorithm for a particular class of mixed variables optimization problems. OPTIMIZATION METHODS & SOFTWARE 2004: 371-387
Liuzzi Giampaolo, Lucidi Stefano, Piccialli Veronica, A. Sotgiu
A magnetic resonance device designed via global optimization
techniques. MATHEMATICAL PROGRAMMING 2004: 339-364
2002
Lucidi Stefano, Piccialli Veronica
New classes of globally convexized filled functions for global optimization.. JOURNAL OF GLOBAL OPTIMIZATION 2002: 219-236
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
A mathematical programming approach for the solution of the railway yield management problem. TRANSPORTATION SCIENCE 1999: 168-181
DI PILLO Gianni, Lucidi Stefano, Palagi Laura
A shifted-barrier primal-dual algorithm model for linearly constrained optmization problems. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 1999: 157-188
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