Publications

Giampaolo Liuzzi

Articles published on International Journals

E.Chiricozzi, G.Liuzzi, S.Lucidi, G.Placidi, A.Sotgiu, M.Villani, "Cylindrical and elliptical geometry for the design and optimization of small dedicated magnets for Magnetic Resonance Imaging". Global Research Network: Research Advances in Biomedical Engineering, pp.129-135, 2 (2001).

F.Facchinei, G.Liuzzi and S.Lucidi, "A Truncated Newton Method for the Solution of Large-Scale Inequality Constrained Minimization Problems". Computational Optimization and Applications, pp. 85-122, 25 (2003)

G.Di Pillo, G.Liuzzi, S.Lucidi, L.Palagi, "An exact augmented Lagrangian function for nonlinear programming with two-sided constraints". Computational Optimization and Applications, pp. 57-83, 25 (2003)

G.Liuzzi, S.Lucidi, F.Parasiliti, M.Villani, "Multi-objective Optimization Techniques for the Design of Induction Motors''. IEEE Trans. on Magnetics, pp.1261-1264, vol. 39, no. 3. (2003)

G.Liuzzi, S.Lucidi, V.Piccialli, A.Sotgiu, "A Magnetic Resonance device designed via global optimization techniques". Math. Programming Ser. B, pp.339-364, 101 (2004)

G.Liuzzi, S.Lucidi, V.Piccialli, M.Villani, "Design of induction motors using a mixed-variable approach''. Computational Management Science, pp.213-228, 2 (2005)

G. Liuzzi, S. Lucidi, M. Sciandrone "A derivative-free algorithm for linearly constrained finite minimax problems". SIAM Journal on Optimization, pp. 1054-1075, vol. 16, no. 4. (2006)

G. Liuzzi, S. Lucidi "A derivative-free algorithm for systems of nonlinear inequalities". Optimization Letters, pp. 521-534, vol. 2, no. 4. (2008)

D. Iacoviello, G. Liuzzi "Fixed/free final time SIR epidemic models with multiple controls". International Journal of Simulation Modelling, pp. 81-92, Vol. 7, no. 2. (2008)

G. Liuzzi, S. Lucidi "A derivative-free algorithm for inequality constrained nonlinear programming via smoothing of an l_infty penalty function". SIAM J. on Optimization, pp. 1-29, Vol. 20, no. 1 (2009)

E.F. Campana, G. Liuzzi, S. Lucidi, D. Peri, V. Piccialli, A. Pinto " New Global Optimization methods for Ship design problems". Optimization and Engineering, pp. 533-555, Vol. 10, no. 4 (2009)

G. Di Pillo, G. Liuzzi, S. Lucidi, L. Palagi " A truncated Newton method in an augmented Lagrangian framework for nonlinear programming". Computational Optimization and Applications, pp. 311-352, Vol. 45, no. 2 (2010)

G. Liuzzi, S. Lucidi, V. Piccialli "A DIRECT-based approach exploiting local minimizations for the solution of large-scale global optimization problems". Computational Optimization and Applications, pp. 353-375, Vol. 45, no. 2 (2010)

G.M. Casolino, G. Liuzzi, A. Losi "Unit commitment in oligopolistic markets by nonlinear mixed variable programming". Optimization and Engineering, pp. 213-245, Vol. 11, no. 2 (2010)

G. Liuzzi, S. Lucidi, M. Sciandrone "Sequential penalty derivative-free methods for nonlinear constrained optimization". SIAM Journal on Optimization, pp. 2614-2635, Vol. 20, no. 5 (2010)

G. Liuzzi, S. Lucidi, V. Piccialli "A partition-based Global Optimization Algorithm". Journal of Global Optimization, pp. 113-128, Vol. 48, no. 1 (2010)

G. Di Pillo, G. Liuzzi, S. Lucidi "An Exact Penalty-Lagrangian Approach for Large-Scale Nonlinear Programming". Optimization, pp. 223-252, Vol. 60 (2010)

P. Bertolazzi, C. Guerra, G. Liuzzi "A global optimization algorithm for protein surface alignment". BMC Bioinformatics, pp. 488-498, Vol. 11 (2010)

G. Liuzzi, A. Risi "A decomposition algorithm for unconstrained optimization problems with partial derivative information". Accepted for pubblication on Optimization Letters. DOI 10.1007/s11590-010-0270-2 (2010)

G. Liuzzi, L. Palagi, M. Piacentini "On the convergence of a Jacobi-type algorithm for Singly Linearly-Constrained Problems Subject to simple Bounds". Optimization Letters, pp. 347-362, Vol. 5, no. 2 (2011)

G. Liuzzi, S. Lucidi, F. Rinaldi "Derivative-free methods for bound constrained mixed-integer optimization". Accepted for pubblication on Computational Optimization and Applications. DOI: 10.1007/s10589-011-9405-3 (2011)

D. Di Lorenzo, G. Liuzzi, F. Rinaldi, F. Schoen, M. Sciandrone "A concave optimization-based approach to sparse portfolio selection". Accepted for pubblication on Optimization Methods and Software (2011)

D. di Serafino, G. Liuzzi, V. Piccialli, F. Riccio, G. Toraldo "A modified DIviding RECTangles algorithm for a problem in astrophysics". Journal of Optimization Theory and Applications, pp. 175-190, Vol. 151, no. 1 (2011)

G. Di Pillo, G. Liuzzi, S. Lucidi "A primal-dual algorithm for nonlinear programming exploiting negative curvature directions". Numerical Algebra, Control and Optimization, pp. 509-528, Vol. 1 (2011)

Articles published in Books

G.Di Pillo, G.Liuzzi, S.Lucidi, L.Palagi, "Fruitful uses of smooth exact merit functions in constrained optimization'', in High Performance Algorithms and Software for Nonlinear Optimization, G.Di Pillo and A.Murli eds. Kluwer Academic Publishers. pp. 198-222, (2003)

Articles submitted for publication

G.Liuzzi, S.Lucidi, F. Rinaldi "Derivative-free methods for constrained mixed-integer optimization". R.11-11 Istituto di Analisi dei Sistemi ed Informatica, Consiglio Nazionale delle Ricerche. Submitted for pubblication on SIAM Journal on Optimization (2011)

Technical Reports and other material

G. Liuzzi, A. Risi "A derivative-free parallel algorithm for bound constrained programming problems". Report R.670/2007, Istituto di Analisi dei Sistemi ed Informatica "A. Ruberti" (IASI-CNR). (2007)
G.Liuzzi, "New Methods for Constrained Nonlinear Programming" . Ph.D. Thesis. Department of Computer and Systems Science "Antonio Ruberti", University of Rome "La Sapienza". (2001)

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