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Computational methods in optimization

Grant number: 13/05475-7
Support type:Research Projects - Thematic Grants
Duration: October 01, 2013 - September 30, 2018
Field of knowledge:Physical Sciences and Mathematics - Mathematics
Principal Investigator:Sandra Augusta Santos
Grantee:Sandra Augusta Santos
Home Institution: Instituto de Matemática, Estatística e Computação Científica (IMECC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
Co-Principal Investigators:Ernesto Julián Goldberg Birgin ; José Mário Martinez Perez ; Roberto Andreani
Assoc. researchers:Ana Friedlander de Martinez Perez ; Fedor Pisnitchenko ; Francisco de Assis Magalhães Gomes Neto ; Gabriel Haeser ; Leandro Martinez ; Lucio Tunes dos Santos ; Luis Felipe Cesar da Rocha Bueno ; Marcia Aparecida Gomes Ruggiero ; Maria Aparecida Diniz Ehrhardt ; Paulo José da Silva e Silva
Associated grant(s):18/05745-8 - 23rd International Symposium on mathematical programming (ISMP 2018), AR.EXT
16/03516-6 - 5th International Conference on Continuous Optimization ICCOPT 2016, AR.EXT
14/18711-3 - Mathematical modelling systems and decisions, AV.EXT
+ associated grants 14/11272-4 - Multiplier methods and its variations: visit of professor Jonathan Eckstein to the Continuous Optimization group from IMECC - UNICAMP, AV.EXT
14/50309-0 - Solving nonconvex formulations of Euclidean steiner tree problems in N-space, AP.R
14/01446-5 - SIAM conference on optimization, AR.EXT
14/03889-1 - SIAM conference on optimization, AR.EXT - associated grants
Associated scholarship(s):17/17840-2 - Error estimation in nonlinear optimization, BP.DR
17/12187-9 - Second-order algorithms for nonlinear optimization with strong optimality properties, BP.DR
17/15936-2 - Implementable VU-decomposition methods for composite optimization, BP.PD
+ associated scholarships 17/03504-0 - Methods for nonlinear programming with evaluation complexity results, BP.PD
16/20666-1 - Generation of Tessellations using Continuous Optimization techniques, BP.MS
16/16999-5 - The sphere covering problem via convex algebraic geometry, BP.MS
16/02092-8 - On the second-order information in nonlinear optimization, BE.PQ
15/18053-9 - Study and implementation of deterministic methods for global optimization of nonlinear programming problems, BP.PD
14/14228-6 - Block-coordinate descent methods and identification of active constraints in huge-scale optimization, BP.DR
13/23494-9 - Large-scale linearly constrained minimization with convergence to second order stationary points, BP.DR
13/12964-4 - Derivative-free methods for nonlinear programming: constrained and noisy problems, BP.DR
13/14615-7 - On the nonmonotone line search in gradient sampling methods for nonconvex and nonsmooth optimization, BP.DR - associated scholarships

Abstract

This project is a continuation of previous Thematic Projects of the same research group, coordinated by Professor José Mario Martínez, the last of which the last of which up to 2011 (grant 06-53768-0). The current coordinator is Dr. Sandra Augusta Santos, nevertheless Prof. Martínez proceed integrating the team. The aim of the project is the development and the analysis of algorithms for the distinct features of Optimization, mainly Continuous Optimization. The project rests upon applications that have been addressed by the research team. Solid theoretically based algorithms are focused, involving a precise characterization of the considered problems, with a carefully developed and competitive computational implementation, and connections with Engineering and Applied Science. (AU)

Scientific publications (86)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
BIRGIN, E. G.; KREJIC, N.; MARTINEZ, J. M. ITERATION AND EVALUATION COMPLEXITY FOR THE MINIMIZATION OF FUNCTIONS WHOSE COMPUTATION IS INTRINSICALLY INEXACT. Mathematics of Computation, v. 89, n. 321, p. 253-278, JAN 2020. Web of Science Citations: 0.
DE OLIVEIRA, IVAN PIRES; LESCANO, CAROLINE HONAISER; DE NUCCI, GILBERTO. In Silico Mapping of Essential Residues in the Catalytic Domain of PDE5 Responsible for Stabilization of Its Commercial Inhibitors. SCIENTIA PHARMACEUTICA, v. 87, n. 4 DEC 2019. Web of Science Citations: 0.
BEGIATO, RODOLFO G.; CUSTODIO, ANA L.; GOMES-RUGGIERO, MARCIA A. A global hybrid derivative-free method for high-dimensional systems of nonlinear equations. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, NOV 2019. Web of Science Citations: 0.
HAESER, G.; RAMOS, A. New Constraint Qualifications with Second-Order Properties in Nonlinear Optimization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, NOV 2019. Web of Science Citations: 0.
HAESER, GABRIEL; LIU, HONGCHENG; YE, YINYU. Optimality condition and complexity analysis for linearly-constrained optimization without differentiability on the boundary. MATHEMATICAL PROGRAMMING, v. 178, n. 1-2, p. 263-299, NOV 2019. Web of Science Citations: 0.
BRAS, C. P.; MARTINEZ, J. M.; RAYDAN, M. Large-scale unconstrained optimization using separable cubic modeling and matrix-free subspace minimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, OCT 2019. Web of Science Citations: 0.
FERRARI, ALLAN J. R.; CLASEN, MILAN A.; KURT, LOUISE; CARVALHO, PAULO C.; GOZZO, FABIO C.; MARTINEZ, LEANDRO. TopoLink: evaluation of structural models using chemical crosslinking distance constraints. Bioinformatics, v. 35, n. 17, p. 3169-3170, SEP 1 2019. Web of Science Citations: 4.
FERRARI, ALLAN J. R.; GOZZO, FABIO C.; MARTINEZ, LEANDRO. Statistical force-field for structural modeling using chemical cross-linking/mass spectrometry distance constraints. Bioinformatics, v. 35, n. 17, p. 3005-3012, SEP 1 2019. Web of Science Citations: 3.
DINIZ-EHRHARDT, M. A.; FERREIRA, D. G.; SANTOS, S. A. A pattern search and implicit filtering algorithm for solving linearly constrained minimization problems with noisy objective functions. OPTIMIZATION METHODS & SOFTWARE, v. 34, n. 4, p. 827-852, JUL 4 2019. Web of Science Citations: 0.
ANDREANI, ROBERTO; RAMIREZ, VIVIANA A.; SANTOS, SANDRA A.; SECCHIN, LEONARDO D. Bilevel optimization with a multiobjective problem in the lower level. NUMERICAL ALGORITHMS, v. 81, n. 3, p. 915-946, JUL 2019. Web of Science Citations: 0.
BIRGIN, E. G.; MARTINEZ, J. M. A Newton-like method with mixed factorizations and cubic regularization for unconstrained minimization. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 73, n. 3, p. 707-753, JUL 2019. Web of Science Citations: 2.
DE OLIVEIRA, IVAN PIRES; LESCANO, CAROLINE HONAISER; DE NUCCI, GILBERTO. Q817G mutation in phosphodiesterase type 5: Conformational analysis and dissociation profile of the inhibitor Tadalafil. CHEMICAL BIOLOGY & DRUG DESIGN, v. 93, n. 4, p. 419-429, APR 2019. Web of Science Citations: 2.
LOPES, R.; SANTOS, S. A.; SILVA, P. J. S. Accelerating block coordinate descent methods with identification strategies. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 72, n. 3, p. 609-640, APR 2019. Web of Science Citations: 0.
SENNE, THADEU A.; GOMES, FRANCISCO A. M.; SANTOS, SANDRA A. On the approximate reanalysis technique in topology optimization. OPTIMIZATION AND ENGINEERING, v. 20, n. 1, p. 251-275, MAR 2019. Web of Science Citations: 1.
BIRGIN, E. G.; LOBATO, R. D. A matheuristic approach with nonlinear subproblems for large-scale packing of ellipsoids. European Journal of Operational Research, v. 272, n. 2, p. 447-464, JAN 16 2019. Web of Science Citations: 1.
ANDREANI, ROBERTO; FAZZIO, NADIA S.; SCHUVERDT, MARIA L.; SECCHIN, LEONARDO D. A SEQUENTIAL OPTIMALITY CONDITION RELATED TO THE QUASI-NORMALITY CONSTRAINT QUALIFICATION AND ITS ALGORITHMIC CONSEQUENCES. SIAM JOURNAL ON OPTIMIZATION, v. 29, n. 1, p. 743-766, 2019. Web of Science Citations: 1.
BUENO, LUIS FELIPE; HAESER, GABRIEL; ROJAS, FRANK NAVARRO. OPTIMALITY CONDITIONS AND CONSTRAINT QUALIFICATIONS FOR GENERALIZED NASH EQUILIBRIUM PROBLEMS AND THEIR PRACTICAL IMPLICATIONS. SIAM JOURNAL ON OPTIMIZATION, v. 29, n. 1, p. 31-54, 2019. Web of Science Citations: 3.
CENSONI, LUCIANO; MARTINEZ, LEANDRO. Prediction of kinetics of protein folding with non-redundant contact information. Bioinformatics, v. 34, n. 23, p. 4034-4038, DEC 1 2018. Web of Science Citations: 1.
ARIAS, C. A.; MARTINEZ, J. M. Fast convergence of an inexact interior point method for horizontal complementarity problems. NUMERICAL ALGORITHMS, v. 79, n. 4, p. 1187-1210, DEC 2018. Web of Science Citations: 0.
HELOU, ELIAS S.; SANTOS, SANDRA A.; SIMOES, LUCAS E. A. A fast gradient and function sampling method for finite-max functions. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 71, n. 3, p. 673-717, DEC 2018. Web of Science Citations: 0.
DETSCH, DENISE TREVISOLI; CONTI, DANTE; DINIZ-EHRHARDT, MARIA APARECIDA; MARTINEZ, JOSE MARIO. On the controlling of temperature: A proposal for a real-time controller in broiler houses. Scientia Agricola, v. 75, n. 6, p. 445-451, NOV-DEC 2018. Web of Science Citations: 0.
MOHAMMAD, HASSAN; SANTOS, SANDRA A. A structured diagonal Hessian approximation method with evaluation complexity analysis for nonlinear least squares. COMPUTATIONAL & APPLIED MATHEMATICS, v. 37, n. 5, p. 6619-6653, NOV 2018. Web of Science Citations: 1.
RIBEIRO, ADEMIR A.; SACHINE, MAEL; SANTOS, SANDRA A. On the approximate solutions of augmented subproblems within sequential methods for nonlinear programming. COMPUTATIONAL & APPLIED MATHEMATICS, v. 37, n. 5, p. 6601-6618, NOV 2018. Web of Science Citations: 0.
ANDREANI, ROBERTO; MARTINEZ, JOSE MARIO; RAMOS, ALBERTO; SILVA, PAULO J. S. Strict Constraint Qualifications and Sequential Optimality Conditions for Constrained Optimization. MATHEMATICS OF OPERATIONS RESEARCH, v. 43, n. 3, p. 693-717, AUG 2018. Web of Science Citations: 7.
LOPEZ, ALVARO J.; MARTINEZ, LEANDRO. Parametric models to compute tryptophan fluorescence wavelengths from classical protein simulations. Journal of Computational Chemistry, v. 39, n. 19, p. 1249-1258, JUL 15 2018. Web of Science Citations: 1.
DOS SANTOS, RICARDO N.; FERRARI, ALLAN J. R.; DE JESUS, HUGO C. R.; GOZZO, FABIO C.; MORCOS, FARUCK; MARTINEZ, LEANDRO. Enhancing protein fold determination by exploring the complementary information of chemical cross-linking and coevolutionary signals. Bioinformatics, v. 34, n. 13, p. 2201-2208, JUL 1 2018. Web of Science Citations: 6.
LEANDRO MARTÍNEZ. MEASURING THE CONDUCTIVITY OF VERY DILUTE ELECTROLYTE SOLUTIONS, DROP BY DROP. Química Nova, v. 41, n. 7, p. -, Jul. 2018.
MARTINEZ, LEANDRO. MEASURING THE CONDUCTIVITY OF VERY DILUTE ELECTROLYTE SOLUTIONS, DROP BY DROP. Química Nova, v. 41, n. 7, p. 814-817, JUL 2018. Web of Science Citations: 2.
HAESER, GABRIEL. A second-order optimality condition with first- and second-order complementarity associated with global convergence of algorithms. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 70, n. 2, p. 615-639, JUN 2018. Web of Science Citations: 2.
BIRGIN, E. G.; KREJIC, N.; MARTINEZ, J. M. ON THE EMPLOYMENT OF INEXACT RESTORATION FOR THE MINIMIZATION OF FUNCTIONS WHOSE EVALUATION IS SUBJECT TO ERRORS. Mathematics of Computation, v. 87, n. 311, p. 1307-1326, MAY 2018. Web of Science Citations: 1.
HAESER, G. Some theoretical limitations of second-order algorithms for smooth constrained optimization. OPERATIONS RESEARCH LETTERS, v. 46, n. 3, p. 295-299, MAY 2018. Web of Science Citations: 1.
BEHLING, ROGER; HAESER, GABRIEL; RAMOS, ALBERTO; VIANA, DAIANA S. On a Conjecture in Second-Order Optimality Conditions. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, v. 176, n. 3, p. 625-633, MAR 2018. Web of Science Citations: 3.
BIRGIN, E. G.; HAESER, G.; RAMOS, A. Augmented Lagrangians with constrained subproblems and convergence to second-order stationary points. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 69, n. 1, p. 51-75, JAN 2018. Web of Science Citations: 10.
ANDREANI, ROBERTO; SECCHIN, LEONARDO D.; SILVA, PAULO J. S. CONVERGENCE PROPERTIES OF A SECOND ORDER AUGMENTED LAGRANGIAN METHOD FOR MATHEMATICAL PROGRAMS WITH COMPLEMENTARITY CONSTRAINTS. SIAM JOURNAL ON OPTIMIZATION, v. 28, n. 3, p. 2574-2600, 2018. Web of Science Citations: 2.
BIRGIN, E. G.; MARTINEZ, J. M. ON REGULARIZATION AND ACTIVE-SET METHODS WITH COMPLEXITY FOR CONSTRAINED OPTIMIZATION. SIAM JOURNAL ON OPTIMIZATION, v. 28, n. 2, p. 1367-1395, 2018. Web of Science Citations: 2.
DENISE TREVISOLI DETSCH; DANTE CONTI; MARIA APARECIDA DINIZ-EHRHARDT; JOSÉ MARIO MARTÍNEZ. On the controlling of temperature: A proposal for a real-time controller in broiler houses. Scientia Agricola, v. 75, n. 6, p. -, Dez. 2018.
DE OLIVEIRA, IVAN PIRES; JARA, GABRIEL ERNESTO; MARTINEZ, LEANDRO. Molecular mechanism of activation of Burkholderia cepacia lipase at aqueous-organic interfaces. Physical Chemistry Chemical Physics, v. 19, n. 46, p. 31499-31507, DEC 14 2017. Web of Science Citations: 2.
BIRGIN, E. G.; KREJIC, N.; MARTINEZ, J. M. On the minimization of possibly discontinuous functions by means of pointwise approximations. Optimization Letters, v. 11, n. 8, p. 1623-1637, DEC 2017. Web of Science Citations: 0.
MARTINEZ, LEANDRO; SHIMIZU, SEISHI. Molecular Interpretation of Preferential Interactions in Protein Solvation: A Solvent-Shell Perspective by Means of Minimum-Distance Distribution Functions. JOURNAL OF CHEMICAL THEORY AND COMPUTATION, v. 13, n. 12, p. 6358-6372, DEC 2017. Web of Science Citations: 6.
ANDREANI, ROBERTO; HAESER, GABRIEL; RAMOS, ALBERTO; SILVA, PAULO J. S. A second-order sequential optimality condition associated to the convergence of optimization algorithms. IMA JOURNAL OF NUMERICAL ANALYSIS, v. 37, n. 4, p. 1902-1929, OCT 2017. Web of Science Citations: 8.
HELOU, ELIAS SALOMAO; SANTOS, SANDRA A.; SIMOES, LUCAS E. A. On the Local Convergence Analysis of the Gradient Sampling Method for Finite Max-Functions. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, v. 175, n. 1, p. 137-157, OCT 2017. Web of Science Citations: 1.
CERVELIN, B. H.; CONTI, D.; DINIZ-EHRHARDT, M. A.; MARTINEZ, J. M. A computer model for particle-like simulation in broiler houses. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 141, p. 1-14, SEP 2017. Web of Science Citations: 1.
HAESER, GABRIEL. An Extension of Yuan's Lemma and Its Applications in Optimization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, v. 174, n. 3, p. 641-649, SEP 2017. Web of Science Citations: 3.
RIBEIRO, ADEMIR A.; SACHINE, MAEL; SANTOS, SANDRA A. On the augmented subproblems within sequential methods for nonlinear programming. COMPUTATIONAL & APPLIED MATHEMATICS, v. 36, n. 3, p. 1255-1272, SEP 2017. Web of Science Citations: 1.
CENSONI, LUCIANO; MUNIZ, HELOISA DOS SANTOS; MARTINEZ, LEANDRO. A network model predicts the intensity of residue-protein thermal coupling. Bioinformatics, v. 33, n. 14, p. 2106-2113, JUL 15 2017. Web of Science Citations: 0.
BIRGIN, E. G.; LOBATO, R. D.; MARTINEZ, J. M. A nonlinear programming model with implicit variables for packing ellipsoids. Journal of Global Optimization, v. 68, n. 3, p. 467-499, JUL 2017. Web of Science Citations: 5.
MARTINEZ, J. M.; RAYDAN, M. Cubic-regularization counterpart of a variable-norm trust-region method for unconstrained minimization. Journal of Global Optimization, v. 68, n. 2, p. 367-385, JUN 2017. Web of Science Citations: 20.
BIRGIN, E. G.; GARDENGHI, J. L.; MARTINEZ, J. M.; SANTOS, S. A.; TOINT, PH. L. Worst-case evaluation complexity for unconstrained nonlinear optimization using high-order regularized models. MATHEMATICAL PROGRAMMING, v. 163, n. 1-2, p. 359-368, MAY 2017. Web of Science Citations: 23.
GOMES, F. M.; MARTINEZ, J. M.; RAYDAN, M. On the computation of large-scale self-consistent-field iterations. JOURNAL OF MATHEMATICAL CHEMISTRY, v. 55, n. 5, p. 1158-1172, MAY 2017. Web of Science Citations: 1.
ANDREANI, ROBERTO; BEHLING, ROGER; HAESER, GABRIEL; SILVA, PAULO J. S. On second-order optimality conditions in nonlinear optimization. OPTIMIZATION METHODS & SOFTWARE, v. 32, n. 1, p. 22-38, FEB 2017. Web of Science Citations: 3.
CEVELIN, BRUNO H.; CONTI, DANTE; DETSCH, DENISE T.; DINIZ-EHRHARDT, MARIA A.; MARTINEZ, JOSE MARIO. Fitting of parameters for a temperature control model by means of continuous derivative-free optimization: a case study in a broiler house. BULLETIN OF COMPUTATIONAL APPLIED MATHEMATICS, v. 5, n. 1, p. 117-139, JAN-JUN 2017. Web of Science Citations: 0.
BEHLING, R.; FISCHER, A.; HAESER, G.; RAMOS, A.; SCHOENEFELD, K. On the constrained error bound condition and the projected Levenberg-Marquardt method. OPTIMIZATION, v. 66, n. 8, SI, p. 1397-1411, 2017. Web of Science Citations: 1.
BIRGIN, E. G.; MARTINEZ, J. M. THE USE OF QUADRATIC REGULARIZATION WITH A CUBIC DESCENT CONDITION FOR UNCONSTRAINED OPTIMIZATION. SIAM JOURNAL ON OPTIMIZATION, v. 27, n. 2, p. 1049-1074, 2017. Web of Science Citations: 10.
MARTINEZ, JOSE MARIO. ON HIGH-ORDER MODEL REGULARIZATION FOR CONSTRAINED OPTIMIZATION. SIAM JOURNAL ON OPTIMIZATION, v. 27, n. 4, p. 2447-2458, 2017. Web of Science Citations: 5.
BIRGIN, E. G.; BUENO, L. F.; MARTINEZ, J. M. Sequential equality-constrained optimization for nonlinear programming. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 65, n. 3, p. 699-721, DEC 2016. Web of Science Citations: 4.
KARAS, ELIZABETH W.; SANTOS, SANDRA A.; SVAITER, BENAR F. Algebraic rules for computing the regularization parameter of the Levenberg-Marquardt method. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 65, n. 3, p. 723-751, DEC 2016. Web of Science Citations: 7.
MACIEL, MARIA C.; SANTOS, SANDRA A.; SOTTOSANTO, GRACIELA N. On the Fritz John saddle point problem for differentiable multiobjective optimization. OPSEARCH, v. 53, n. 4, p. 917-933, DEC 2016. Web of Science Citations: 0.
ANDREANI, R.; MARTINEZ, J. M.; SANTOS, L. T. Newton's method may fail to recognize proximity to optimal points in constrained optimization. MATHEMATICAL PROGRAMMING, v. 160, n. 1-2, p. 547-555, NOV 2016. Web of Science Citations: 1.
LESCANO, CAROLINE HONAISER; DE OLIVEIRA, IVAN PIRES; ZAMINELLI, TIAGO; BALDIVIA, DEBORA DA SILVA; DA SILVA, LUAN RAMOS; NAPOLITANO, MAURO; MENDES SILVERIO, CAMILA BITENCOURT; LINCOPAN, NILTON; SANJINEZ-ARGANDONA, ELIANA JANET. Campomanesia adamantium Peel Extract in Antidiarrheal Activity: The Ability of Inhibition of Heat-Stable Enterotoxin by Polyphenols. PLoS One, v. 11, n. 10 OCT 20 2016. Web of Science Citations: 6.
GONCALVES, DOUGLAS S.; SANTOS, SANDRA A. Local analysis of a spectral correction for the Gauss-Newton model applied to quadratic residual problems. NUMERICAL ALGORITHMS, v. 73, n. 2, p. 407-431, OCT 2016. Web of Science Citations: 4.
HELOU, ELIAS SALOMAO; SANTOS, SANDRA A.; SIMOES, LUCAS E. A. On the differentiability check in gradient sampling methods. OPTIMIZATION METHODS & SOFTWARE, v. 31, n. 5, p. 983-1007, OCT 2016. Web of Science Citations: 3.
OLIVEIRA, IVAN P.; MARTINEZ, LEANDRO. Molecular basis for competitive solvation of the Burkholderia cepacia lipase by sorbitol and urea. Physical Chemistry Chemical Physics, v. 18, n. 31, p. 21797-21808, AUG 31 2016. Web of Science Citations: 5.
BIRGIN, E. G.; LOBATO, R. D.; MARTINEZ, J. M. Packing ellipsoids by nonlinear optimization. Journal of Global Optimization, v. 65, n. 4, p. 709-743, AUG 2016. Web of Science Citations: 7.
BUENO, L. F.; HAESER, G.; MARTINEZ, J. M. An inexact restoration approach to optimization problems with multiobjective constraints under weighted-sum scalarization. Optimization Letters, v. 10, n. 6, p. 1315-1325, AUG 2016. Web of Science Citations: 3.
JARA, GABRIEL E.; MARTINEZ, LEANDRO. Anthrax Edema Factor: An Ion-Adaptive Mechanism of Catalysis with Increased Transition-State Conformational Flexibility. Journal of Physical Chemistry B, v. 120, n. 27, p. 6504-6514, JUL 14 2016. Web of Science Citations: 1.
BIRGIN, ERNESTO G.; LOBATO, RAFAEL D.; MARTINEZ, JOSE MARIO. Constrained optimization with integer and continuous variables using inexact restoration and projected gradients. BULLETIN OF COMPUTATIONAL APPLIED MATHEMATICS, v. 4, n. 2, p. 55-70, JUL-DEC 2016. Web of Science Citations: 0.
GONCALVES, DOUGLAS S.; SANTOS, SANDRA A. A globally convergent method for nonlinear least-squares problems based on the Gauss-Newton model with spectral correction. BULLETIN OF COMPUTATIONAL APPLIED MATHEMATICS, v. 4, n. 2, p. 7-26, JUL-DEC 2016. Web of Science Citations: 1.
BIRGIN, E. G.; MARTINEZ, J. M. On the application of an Augmented Lagrangian algorithm to some portfolio problems. EURO JOURNAL ON COMPUTATIONAL OPTIMIZATION, v. 4, n. 1, SI, p. 79-92, FEB 2016. Web of Science Citations: 2.
ANDRADE, R.; BIRGIN, E. G.; MORABITO, R. Two-stage two-dimensional guillotine cutting stock problems with usable leftover. International Transactions in Operational Research, v. 23, n. 1-2, SI, p. 121-145, JAN-MAR 2016. Web of Science Citations: 5.
ANDRETTA, M.; BIRGIN, E. G.; RAYDAN, M. An inner-outer nonlinear programming approach for constrained quadratic matrix model updating. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, v. 66-67, p. 78-88, JAN 2016. Web of Science Citations: 1.
ANDREANI, ROBERTO; MARTINEZ, JOSE MARIO; RAMOS, ALBERTO; SILVA, PAULO J. S. A CONE-CONTINUITY CONSTRAINT QUALIFICATION AND ALGORITHMIC CONSEQUENCES. SIAM JOURNAL ON OPTIMIZATION, v. 26, n. 1, p. 96-110, 2016. Web of Science Citations: 21.
BIRGIN, E. G.; GARDENGHI, J. L.; MARTINEZ, J. M.; SANTOS, S. A.; TOINT, PH. L. EVALUATION COMPLEXITY FOR NONLINEAR CONSTRAINED OPTIMIZATION USING UNSCALED KKT CONDITIONS AND HIGH-ORDER MODELS. SIAM JOURNAL ON OPTIMIZATION, v. 26, n. 2, p. 951-967, 2016. Web of Science Citations: 7.
COSTA, SUELI I. R.; SANTOS, SANDRA A.; STRAPASSON, JOAO E. Fisher information distance: A geometrical reading. DISCRETE APPLIED MATHEMATICS, v. 197, n. SI, p. 59-69, DEC 31 2015. Web of Science Citations: 23.
BIRGIN, E. G.; FERREIRA, J. E.; RONCONI, D. P. List scheduling and beam search methods for the flexible job shop scheduling problem with sequencing flexibility. European Journal of Operational Research, v. 247, n. 2, p. 421-440, DEC 1 2015. Web of Science Citations: 14.
MARTINEZ, J. M.; RAYDAN, M. Separable cubic modeling and a trust-region strategy for unconstrained minimization with impact in global optimization. Journal of Global Optimization, v. 63, n. 2, p. 319-342, OCT 2015. Web of Science Citations: 3.
BIRGIN, E. G.; BUENO, L. F.; MARTINEZ, J. M. Assessing the reliability of general-purpose Inexact Restoration methods. Journal of Computational and Applied Mathematics, v. 282, p. 1-16, JUL 2015. Web of Science Citations: 4.
SAKURABA, CELSO S.; RONCONI, DEBORA P.; BIRGIN, ERNESTO G.; YAGIURA, MUTSUNORI. Metaheuristics for large-scale instances of the linear ordering problem. EXPERT SYSTEMS WITH APPLICATIONS, v. 42, n. 9, p. 4432-4442, JUN 1 2015. Web of Science Citations: 2.
MINO-GALAZ, GERMAN A. Allosteric Communication Pathways and Thermal Rectification in PDZ-2 Protein: A Computational Study. Journal of Physical Chemistry B, v. 119, n. 20, p. 6179-6189, MAY 21 2015. Web of Science Citations: 19.
BIRGIN, E. G.; MARTINEZ, J. M.; PRUDENTE, L. F. Optimality properties of an Augmented Lagrangian method on infeasible problems. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 60, n. 3, p. 609-631, APR 2015. Web of Science Citations: 7.
BUENO, L. F.; HAESER, G.; MARTINEZ, J. M. A Flexible Inexact-Restoration Method for Constrained Optimization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, v. 165, n. 1, p. 188-208, APR 2015. Web of Science Citations: 3.
KARAS, ELIZABETH W.; SANTOS, SANDRA A.; SVAITER, BENAR F. Algebraic rules for quadratic regularization of Newton's method. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 60, n. 2, p. 343-376, MAR 2015. Web of Science Citations: 7.
ANDRADE, RICARDO; BIRGIN, ERNESTO G.; MORABITO, REINALDO; RONCONI, DEBORA P. MIP models for two-dimensional non-guillotine cutting problems with usable leftovers. Journal of the Operational Research Society, v. 65, n. 11, p. 1649-1663, NOV 2014. Web of Science Citations: 6.
MARTINEZ, LEANDRO. Introducing the Levinthal's Protein Folding Paradox and Its Solution. Journal of Chemical Education, v. 91, n. 11, p. 1918-1923, NOV 2014. Web of Science Citations: 4.
SANTOS, S. A.; SILVA, R. C. M. An inexact and nonmonotone proximal method for smooth unconstrained minimization. Journal of Computational and Applied Mathematics, v. 269, p. 86-100, OCT 15 2014. Web of Science Citations: 6.
ROBERTO ANDREANI; PAULO J.S. SILVA. CONSTANT RANK CONSTRAINT QUALIFICATIONS: A GEOMETRIC INTRODUCTION. Pesquisa Operacional, v. 34, n. 3, p. 481-494, Dez. 2014.

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