Métodos computacionais de otimização

• Processo: 13/05475-7
• Modalidade de apoio: Auxílio à Pesquisa - Temático
• Vigência: 01 de outubro de 2013 - 30 de setembro de 2018
• Área do conhecimento: Ciências Exatas e da Terra - Matemática - Matemática Aplicada
• Pesquisador responsável: Sandra Augusta Santos
• Beneficiário: Sandra Augusta Santos
• Instituição Sede: Instituto de Matemática, Estatística e Computação Científica (IMECC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brasil
• Pesquisadores principais: Ernesto Julián Goldberg Birgin ; José Mário Martinez Perez ; Roberto Andreani
• Pesquisadores associados: 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
• Auxílios(s) vinculado(s): 18/05745-8 - 23o Simpósio Internacional de Programação Matemática (ISMP 2018), AR.EXT; 16/03516-6 - 5th International Conference on Continuous Optimization ICCOPT 2016, AR.EXT; 14/18711-3 - Modelagem matemática de sistemas e decisões, AV.EXT; + mais auxílios vinculados 14/11272-4 - Métodos de multiplicadores e variações: visita do prof. Jonathan Eckstein ao Grupo de Otimização Contínua do 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 - menos auxílios vinculados
• Bolsa(s) vinculada(s): 17/17840-2 - Estimativas de erro em otimização não linear, BP.DR; 17/12187-9 - Algoritmos de segunda-ordem em otimização não linear com propriedades fortes de otimalidade, BP.DR; 17/15936-2 - Variantes implementáveis dos métodos de decomposição VU para funções compostas, BP.PD; + mais bolsas vinculadas 17/03504-0 - Métodos para programação não linear com resultados de complexidade de avaliação, BP.PD; 16/20666-1 - Geração de Tesselações utilizando técnicas de otimização contínua, BP.MS; 16/16999-5 - O problema de cobertura via geometria algébrica convexa, BP.MS; 16/02092-8 - Informação de segunda-ordem em otimização não linear, BE.PQ; 15/18053-9 - Estudo e implementação de métodos determinísticos de otimização global para programação não linear, BP.PD; 14/14228-6 - Métodos de descenso coordenado por blocos e identificação de restrições ativas em otimização de porte enorme, BP.DR; 13/23494-9 - Minimização com restrições lineares de grande porte com convergência a pontos estacionários de segunda ordem, BP.DR; 13/12964-4 - Métodos sem derivadas para programação não linear: problemas restritos e com ruído, BP.DR; 13/14615-7 - Busca direcional não-monótona em métodos de amostragem de gradiente para otimização não-convexa e não-suave, BP.DR - menos bolsas vinculadas
• Assunto(s): Análise numérica Algoritmos Programação matemática Otimização matemática
• Palavra(s)-Chave do Pesquisador: Algoritmos | aplicações | Caracterização teórica de métodos | Caracterização teórica de problemas | otimização | Problemas de Grande Porte | Otimização

Resumo

Este projeto é continuação de projetos temáticos anteriores do mesmo grupo, coordenados pelo Prof. José Mario Martínez, o último dos quais se encerrou em 2011 (processo 06-53768-0). Nesta nova etapa a coordenadora será a Prof. Sandra Augusta Santos, mas o Prof. Martínez continuará atuando na equipe. Tem como objetivo o desenvolvimento e a análise de algoritmos para os diferentes aspectos da Otimização, com ênfase na Otimização Contínua. O projeto se apoia em aplicações com as quais o grupo está familiarizado. Enfatizam-se algoritmos com sólida base teórica, o que envolve a caracterização precisa dos problemas abordados, com implementação computacional cuidadosa e competitiva, e conexões com Engenharia e Ciências Aplicadas. (AU)

Publicações científicas

(109)

(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)

MARTINEZ, LEANDRO. MEASURING THE CONDUCTIVITY OF VERY DILUTE ELECTROLYTE SOLUTIONS, DROP BY DROP. Química Nova, v. 41, n. 7, p. 814-817, JUL 2018. (13/05475-7, 10/16947-9, 13/08293-7)

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. (13/07375-0, 13/05475-7)

HAESER, G.; RAMOS, A.. New Constraint Qualifications with Second-Order Properties in Nonlinear Optimization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, NOV 2019. (13/05475-7, 18/24293-0, 17/18308-2)

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. (13/05475-7)

BIRGIN, ERNESTO G.; GOMEZ, WALTER; HAESER, GABRIEL; MITO, LEONARDO M.; SANTOS, DAIANA O.. An Augmented Lagrangian algorithm for nonlinear semidefinite programming applied to the covering problem. COMPUTATIONAL & APPLIED MATHEMATICS, v. 39, n. 1, MAR 2020. (16/16999-5, 13/05475-7, 17/17840-2, 18/24293-0, 17/18308-2)

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. (13/07375-0, 13/05475-7)

ANDREANI, ROBERTO; GOMEZ, WALTER; HAESER, GABRIEL; MITO, LEONARDO M.; RAMOS, ALBERTO. On Optimality Conditions for Nonlinear Conic Programming. MATHEMATICS OF OPERATIONS RESEARCH, p. 1-26, DEC 2021. (13/07375-0, 17/18308-2, 18/24293-0, 17/17840-2, 13/05475-7)

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. (13/07375-0, 13/05475-7)

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. (13/07375-0, 13/05475-7, 15/02528-8, 10/10133-0, 13/03447-6)

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. (13/07375-0, 13/05475-7)

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. (13/07375-0, 13/05475-7, 10/10133-0, 13/03447-6, 12/23916-8)

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. (13/07375-0, 13/05475-7, 12/20339-0, 10/19720-5)

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. (13/07375-0, 13/05475-7)

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. (13/05475-7, 10/19720-5)

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. (13/07375-0, 10/10133-0, 13/05475-7)

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. (13/08293-7, 13/05475-7, 10/16947-9)

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. (13/07375-0, 13/05475-7, 12/20339-0)

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. (13/07375-0, 13/05475-7)

MARTINEZ, JOSE MARIO. ON HIGH-ORDER MODEL REGULARIZATION FOR CONSTRAINED OPTIMIZATION. SIAM JOURNAL ON OPTIMIZATION, v. 27, n. 4, p. 2447-2458, 2017. (13/07375-0, 10/10133-0, 13/03447-6, 13/05475-7)

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. (13/03447-6, 10/10133-0, 13/05475-7, 13/07375-0)

ANDREANI, ROBERTO; RAYDAN, MARCOS. Properties of the delayed weighted gradient method. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 78, n. 1, p. 167-180, JAN 2021. (17/18308-2, 13/05475-7)

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. (16/02092-8, 13/05475-7)

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. (13/22360-9, 10/16947-9, 13/08293-7, 13/05475-7, 17/02201-4, 17/26687-3)

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, v. 75, n. 1, OCT 2019. (13/05475-7, 13/07375-0)

BUENO, L. F.; HAESER, G.; LARA, F.; ROJAS, F. N.. An Augmented Lagrangian method for quasi-equilibrium problems. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 76, n. 3, SI, p. 737-766, JUL 2020. (13/05475-7, 18/24293-0, 17/18308-2)

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. (13/07375-0, 16/02092-8, 16/01860-1, 13/05475-7, 13/03447-6)

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. (13/08293-7, 13/05475-7, 16/13195-2, 14/17264-3, 15/13667-9, 10/16947-9)

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. (13/05475-7, 13/07375-0)

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. (13/12964-4, 13/05475-7, 13/07375-0)

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. (13/08293-7, 13/05475-7, 10/16947-9)

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. (10/10133-0, 13/07375-0, 13/05475-7)

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. (13/03447-6, 10/10133-0, 13/23494-9, 13/05475-7, 13/07375-0)

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. (16/02092-8, 13/05475-7)

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. (13/07375-0, 13/05475-7, 14/18711-3, 13/03447-6)

ROBERTO ANDREANI; PAULO J.S. SILVA. CONSTANT RANK CONSTRAINT QUALIFICATIONS: A GEOMETRIC INTRODUCTION. Pesquisa Operacional, v. 34, n. 3, p. 481-494, 2014-12-00. (13/07375-0, 12/20339-0, 13/05475-7)

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. (13/07375-0, 13/23494-9, 13/05475-7, 10/10133-0, 13/03447-6)

MARTINEZ, LEANDRO. Automatic Identification of Mobile and Rigid Substructures in Molecular Dynamics Simulations and Fractional Structural Fluctuation Analysis. PLoS One, v. 10, n. 3, MAR 27 2015. (13/05475-7, 10/16947-9)

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. (13/08293-7, 13/05475-7, 13/22360-9, 10/16947-9)

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. (13/07375-0, 10/10133-0, 13/03447-6, 13/05475-7)

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. (13/07375-0, 10/10133-0, 13/05475-7)

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. (13/05475-7, 10/16947-9)

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. (13/03447-6, 13/05475-7, 13/07375-0, 14/18711-3, 16/01860-1)

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. (13/08293-7, 13/05475-7, 18/14274-9, 16/13195-2, 14/17264-3, 13/23814-3, 10/16947-9)

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. (13/08293-7, 13/05475-7, 18/14274-9, 16/13195-2, 10/16947-9)

ANDREANI, ROBERTO; RAMOS, ALBERTO; RIBEIRO, ADEMIR A.; SECCHIN, LEONARDO D.; VELAZCO, ARIEL R.. On the convergence of augmented Lagrangian strategies for nonlinear programming. IMA JOURNAL OF NUMERICAL ANALYSIS, v. 42, n. 2, p. 31-pg., 2021-04-27. (13/07375-0, 13/05475-7)

ANDREANI, R.; CUSTODIO, A. L.; RAYDAN, M.. Using first-order information in direct multisearch for multiobjective optimization. OPTIMIZATION METHODS & SOFTWARE, v. N/A, p. 22-pg., 2022-04-21. (17/18308-2, 13/05475-7)

ANDREANI, R.; HAESER, G.; SECCHIN, L. D.; SILVA, P. J. S.. NEW SEQUENTIAL OPTIMALITY CONDITIONS FOR MATHEMATICAL PROGRAMS WITH COMPLEMENTARITY CONSTRAINTS AND ALGORITHMIC CONSEQUENCES. SIAM JOURNAL ON OPTIMIZATION, v. 29, n. 4, p. 3201-3230, 2019. (13/07375-0, 17/18308-2, 13/05475-7)

OVIEDO, HARRY; ANDREANI, ROBERTO; RAYDAN, MARCOS. A family of optimal weighted conjugate-gradient-type methods for strictly convex quadratic minimization. NUMERICAL ALGORITHMS, NOV 2021. (13/05475-7, 17/18308-2)

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. CIENTIA AGRICOL, v. 75, n. 6, p. 7-pg., 2018-11-01. (13/21112-1, 13/07375-0, 13/05475-7, 13/03447-6, 10/10133-0)

MARTINEZ, LEANDRO. MEASURING THE CONDUCTIVITY OF VERY DILUTE ELECTROLYTE SOLUTIONS, DROP BY DROP. Química Nova, v. 41, n. 7, p. 4-pg., 2018-07-01. (13/08293-7, 13/05475-7, 10/16947-9)

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, p. 15-pg., 2017-01-01. (13/05475-7)

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. 18-pg., 2017-09-01. (13/07375-0, 13/05475-7)

HAESER, G.; RAMOS, A.. New Constraint Qualifications with Second-Order Properties in Nonlinear Optimization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, v. 184, n. 2, p. 13-pg., 2019-11-08. (17/18308-2, 18/24293-0, 13/05475-7)

COSTA, SUELI I. R.; SANTOS, SANDRA A.; STRAPASSON, JOAO E.. Fisher information distance: A geometrical reading. DISCRETE APPLIED MATHEMATICS, v. 197, p. 11-pg., 2015-12-31. (13/07375-0, 11/01096-6, 13/05475-7, 13/25977-7)

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, p. 25-pg., 2016-01-01. (13/07375-0, 13/05475-7, 10/10133-0)

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, p. 14-pg., 2016-02-01. (13/07375-0, 13/05475-7, 10/10133-0, 13/03447-6)

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. (13/25977-7, 13/05475-7, 13/07375-0, 11/01096-6)

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. (13/07375-0, 10/10133-0, 13/03447-6, 13/05475-7)

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. (13/05475-7, 13/07375-0)

BUENO, L. F.; HAESER, G.; LARA, F.; ROJAS, F. N.. An Augmented Lagrangian method for quasi-equilibrium problems. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, FEB 2020. (17/18308-2, 18/24293-0, 13/05475-7)

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. (13/07375-0, 13/05475-7)

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. (13/07375-0, 10/10133-0, 13/05475-7)

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. (13/03447-6, 10/10133-0, 13/05475-7, 13/21112-1, 13/07375-0)

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, v. 75, n. 1, p. 93-112, JAN 2020. (13/05475-7, 13/07375-0)

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. (13/03447-6, 10/10133-0, 13/05475-7, 13/07375-0, 14/18711-3)

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. (13/05475-7, 13/07375-0, 16/22989-2, 13/16508-3, 13/14615-7)

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. (15/02528-8, 17/18308-2, 13/05475-7)

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. (13/07375-0, 17/05198-4, 16/01860-1, 13/05475-7, 15/18053-9, 13/03447-6, 12/23916-8)

ANDREANI, ROBERTO; HAESER, GABRIEL; VIANA, DAIANA S.. Optimality conditions and global convergence for nonlinear semidefinite programming. MATHEMATICAL PROGRAMMING, v. 180, n. 1-2, p. 203-235, MAR 2020. (17/18308-2, 13/05475-7)

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. (16/02092-8, 13/05475-7)

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. (13/08293-7, 13/05475-7, 13/22360-9, 10/16947-9)

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. (13/07375-0, 13/05475-7, 16/01860-1, 18/24293-0)

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. (13/07375-0, 13/05475-7)

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. (13/05475-7, 13/07375-0)

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. (13/08293-7, 13/05475-7, 10/16947-9)

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. (13/07375-0, 13/05475-7)

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. (13/05475-7, 15/18053-9, 13/07375-0, 13/03447-6, 14/18711-3, 10/10133-0)

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. (13/07375-0, 14/18711-3, 13/05475-7, 10/10133-0, 13/03447-6)

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. (14/14228-6, 13/05475-7, 13/07375-0)

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. (14/18711-3, 13/07375-0, 13/03447-6, 13/05475-7)

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. (13/07375-0, 13/05475-7, 12/20339-0)

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. (13/05475-7, 10/16947-9, 13/08293-7)

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. (13/08293-7, 13/05475-7, 10/16947-9)

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. (13/08293-7, 13/05475-7, 10/16947-9)

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. (13/07375-0, 13/05475-7, 10/10133-0, 13/03447-6, 12/23916-8)

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. (13/07375-0, 13/05475-7)

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. (13/07375-0, 10/10133-0, 13/03447-6, 13/05475-7)

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. (13/07375-0, 13/05475-7)

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. (16/02092-8, 13/05475-7)

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. (13/07375-0, 13/21112-1, 13/05475-7, 10/10133-0, 13/03447-6)

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. (14/01446-5, 13/05475-7, 15/02528-8, 10/19720-5)

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. (13/07375-0, 13/05475-7)

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. (13/16508-3, 13/05475-7, 13/14615-7, 13/07375-0)

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. (13/07375-0, 13/05475-7, 12/20339-0, 10/19720-5)

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. (13/07375-0, 10/10133-0, 13/03447-6, 13/05475-7)

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. (13/03447-6, 10/10133-0, 13/05475-7, 13/07375-0, 14/18711-3)

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. (16/02092-8, 13/05475-7)

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. (13/07375-0, 13/05475-7, 16/22989-2, 13/14615-7)

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. (13/07375-0, 10/08434-1, 13/05475-7, 10/10133-0, 13/03447-6)

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. (13/05475-7, 10/16947-9)

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. (10/10133-0, 13/07375-0, 13/05475-7)

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. (10/16947-9, 13/08293-7, 13/05475-7)

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. (13/07375-0, 13/05475-7)

HAESER, GABRIEL; HINDER, OLIVER; YE, YINYU. On the behavior of Lagrange multipliers in convex and nonconvex infeasible interior point methods. MATHEMATICAL PROGRAMMING, v. 186, n. 1-2, p. 257-288, MAR 2021. (16/02092-8, 13/05475-7)

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. 18-pg., 2018-11-01. (13/07375-0, 13/05475-7)

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. 35-pg., 2018-11-01. (13/07375-0, 13/05475-7)

ANDREANI, R.; OVIEDO, H.; RAYDAN, M.; SECCHIN, L. D.. An extended delayed weighted gradient algorithm for solving strongly convex optimization problems. Journal of Computational and Applied Mathematics, v. 416, p. 19-pg., 2022-07-02. (13/07375-0, 17/18308-2, 13/05475-7)

BUENO, L. F.; HAESER, G.; LARA, F.; ROJAS, F. N.. An Augmented Lagrangian method for quasi-equilibrium problems. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 76, n. 3, p. 30-pg., 2020-02-21. (17/18308-2, 18/24293-0, 13/05475-7)

BIRGIN, ERNESTO G.; GOMEZ, WALTER; HAESER, GABRIEL; MITO, LEONARDO M.; SANTOS, DAIANA O.. An Augmented Lagrangian algorithm for nonlinear semidefinite programming applied to the covering problem. COMPUTATIONAL & APPLIED MATHEMATICS, v. 39, n. 1, p. 21-pg., 2020-03-01. (18/24293-0, 13/05475-7, 17/18308-2, 17/17840-2, 16/16999-5)