Pubblicazioni del gruppo di ricerca Continuous Optimization

9999

Latorre Vittorio, Sagratella Simone, D. Y. Gao
Canonical Dual Approach for Contact Mechanics Problems with Friction. MATHEMATICS AND MECHANICS OF SOLIDS 9999: -

2020

De Santis A., Dellepiane U., Lucidi S., Renzi S.
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.
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
Colombo Tommaso, Sagratella Simone
Shehu Y., Gibali A., Sagratella S.
Lampariello L., Sagratella S.
Numerically tractable optimistic bilevel problems. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2020: -

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

Cesarone Francesco, Lampariello Lorenzo, Sagratella Simone
Buchheim Christoph, DE SANTIS Marianna
Cannelli L., Facchinei F., Kungurtsev V., Scutari G.
Manno Andrea, Sagratella Simone, Palagi Laura
Manno Andrea, Palagi Laura, Sagratella Simone
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

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

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
Lampariello Lorenzo, Sagratella Simone, Stein Oliver
The Standard Pessimistic Bilevel Problem. SIAM JOURNAL ON OPTIMIZATION 2019: 1634-1656

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
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

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
Manno Andrea, Palagi Laura, Sagratella Simone
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
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
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

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

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
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

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
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. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2016: 309-311

DI PILLO Gianni, Roma Massimo
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: -

Facchinei Francisco, Ferris Michael C., Luo Zhi Quan, Ralph Daniel
Preface. MATHEMATICAL PROGRAMMING 2016: 343-347

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
Buchheim Christoph, DE SANTIS Marianna, Palagi Laura
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

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

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
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

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

2014

Facchinei Francisco, Andreas Fischer, Markus Herrich
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

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
Facchinei Francisco, Christian Kanzow, Sebastian Karl, Sagratella Simone
The semismooth Newton method for the solution of quasi-variational inequalities. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS 2014: -

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

2013

DE SANTIS Marianna, Lucidi Stefano, Francesco Rinaldi
C. Buchheim, DE SANTIS Marianna, Palagi Laura, Piacentini Mauro
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

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

2012-06-04

2012

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

DE SANTIS Marianna, DI PILLO Gianni, Lucidi Stefano
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

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

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

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

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

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

DI PILLO Gianni, Roma Massimo

2009

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

2007

2006

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

2005

1999

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

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