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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)

Matéria(s) publicada(s) na Agência FAPESP sobre o auxílio:
Matéria(s) publicada(s) em Outras Mídias (0 total):
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Publicações científicas (94)
(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)
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, . (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, . (13/05475-7, 13/07375-0)
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, . (16/16999-5, 13/05475-7, 17/17840-2, 18/24293-0, 17/18308-2)
ANDREANI, ROBERTO; RAYDAN, MARCOS. Properties of the delayed weighted gradient method. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, v. 78, n. 1, p. 167-180, . (17/18308-2, 13/05475-7)
HAESER, G.; RAMOS, A.. New Constraint Qualifications with Second-Order Properties in Nonlinear Optimization. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, . (13/05475-7, 18/24293-0, 17/18308-2)
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, . (17/18308-2, 13/05475-7, 13/07375-0)
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, . (13/07375-0, 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, . (13/05475-7, 16/02092-8)
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, . (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, . (13/12964-4, 13/05475-7, 13/07375-0)
MARTINEZ, LEANDRO. MEASURING THE CONDUCTIVITY OF VERY DILUTE ELECTROLYTE SOLUTIONS, DROP BY DROP. Química Nova, v. 41, n. 7, p. 814-817, . (13/05475-7, 10/16947-9, 13/08293-7)
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, . (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, . (18/14274-9, 14/17264-3, 10/16947-9, 13/23814-3, 13/05475-7, 13/08293-7, 16/13195-2)
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, . (18/14274-9, 10/16947-9, 13/05475-7, 13/08293-7, 16/13195-2)
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, . (13/05475-7, 16/02092-8)
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, . (13/05475-7, 18/24293-0, 17/18308-2)
OVIEDO, HARRY; ANDREANI, ROBERTO; RAYDAN, MARCOS. A family of optimal weighted conjugate-gradient-type methods for strictly convex quadratic minimization. NUMERICAL ALGORITHMS, . (13/05475-7, 17/18308-2)
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, . (17/17840-2, 17/18308-2, 13/07375-0, 13/05475-7, 18/24293-0)
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, . (13/03447-6, 10/10133-0, 13/05475-7, 13/07375-0)
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, . (13/05475-7, 13/07375-0)
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, . (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, . (13/08293-7, 13/05475-7, 10/16947-9)
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, . (13/07375-0, 13/05475-7, 13/03447-6, 16/02092-8, 16/01860-1)
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, . (12/20339-0, 10/19720-5, 13/05475-7, 13/07375-0)
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, . (12/20339-0, 13/05475-7, 13/07375-0)
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, . (13/03447-6, 13/05475-7, 14/18711-3, 13/07375-0)
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, . (13/05475-7, 13/07375-0)
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, . (14/17264-3, 10/16947-9, 13/05475-7, 13/08293-7, 15/13667-9, 16/13195-2)
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, . (13/05475-7, 13/07375-0)
MARTINEZ, JOSE MARIO. ON HIGH-ORDER MODEL REGULARIZATION FOR CONSTRAINED OPTIMIZATION. SIAM JOURNAL ON OPTIMIZATION, v. 27, n. 4, p. 2447-2458, . (13/03447-6, 10/10133-0, 13/05475-7, 13/07375-0)
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, . (13/03447-6, 10/10133-0, 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, . (13/08293-7, 13/05475-7, 10/16947-9)
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, . (13/07375-0, 13/05475-7, 13/03447-6, 10/10133-0, 15/02528-8)
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, . (13/05475-7, 13/07375-0)
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, . (13/07375-0, 13/05475-7, 13/03447-6, 12/23916-8, 10/10133-0)
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, . (10/10133-0, 13/05475-7, 13/07375-0)
MARTINEZ, LEANDRO. Introducing the Levinthal's Protein Folding Paradox and Its Solution. Journal of Chemical Education, v. 91, n. 11, p. 1918-1923, . (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, . (13/08293-7, 13/22360-9, 13/05475-7, 10/16947-9)
ROBERTO ANDREANI; PAULO J.S. SILVA. CONSTANT RANK CONSTRAINT QUALIFICATIONS: A GEOMETRIC INTRODUCTION. Pesquisa Operacional, v. 34, n. 3, p. 481-494, . (13/07375-0, 13/05475-7, 12/20339-0)
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, . (13/05475-7, 13/07375-0)
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, . (10/19720-5, 13/05475-7)
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, . (10/10133-0, 13/05475-7, 13/07375-0)
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, . (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, . (13/03447-6, 10/10133-0, 13/23494-9, 13/05475-7, 13/07375-0)
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, . (13/07375-0, 13/05475-7, 13/03447-6, 10/10133-0, 13/23494-9)
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, . (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, . (13/05475-7, 13/07375-0, 16/22989-2, 13/16508-3, 13/14615-7)
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, . (13/05475-7, 13/07375-0)
CENSONI, LUCIANO; MARTINEZ, LEANDRO. Prediction of kinetics of protein folding with non-redundant contact information. Bioinformatics, v. 34, n. 23, p. 4034-4038, . (13/08293-7, 13/05475-7, 10/16947-9)
BUENO, L. F.; HAESER, G.; LARA, F.; ROJAS, F. N.. An Augmented Lagrangian method for quasi-equilibrium problems. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, . (17/18308-2, 13/05475-7, 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, . (13/05475-7, 13/07375-0)
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, . (16/02092-8, 13/05475-7)
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, . (13/05475-7, 13/07375-0)
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, . (17/18308-2, 13/05475-7)
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, . (13/07375-0, 13/05475-7, 18/24293-0, 16/01860-1)
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, . (13/05475-7, 13/07375-0)
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, . (15/18053-9, 13/07375-0, 13/05475-7, 13/03447-6, 12/23916-8, 17/05198-4, 16/01860-1)
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, . (13/05475-7, 13/07375-0)
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, . (13/05475-7, 13/07375-0)
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, . (15/02528-8, 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, . (13/05475-7, 16/02092-8)
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, . (13/05475-7, 10/16947-9, 13/08293-7)
HAESER, G.. Some theoretical limitations of second-order algorithms for smooth constrained optimization. OPERATIONS RESEARCH LETTERS, v. 46, n. 3, p. 295-299, . (13/05475-7, 16/02092-8)
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, . (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, . (10/16947-9, 13/08293-7, 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, . (13/03447-6, 10/10133-0, 13/05475-7, 13/07375-0)
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, . (13/05475-7, 13/07375-0)
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, . (13/03447-6, 10/10133-0, 13/05475-7, 13/07375-0, 14/18711-3)
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, . (16/22989-2, 13/14615-7, 13/05475-7, 13/07375-0)
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, . (13/05475-7, 13/07375-0)
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, . (13/14615-7, 13/05475-7, 13/16508-3, 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, . (12/20339-0, 10/19720-5, 13/05475-7, 13/07375-0)
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, . (14/14228-6, 13/05475-7, 13/07375-0)
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, . (13/05475-7, 16/02092-8)
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, . (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, . (12/20339-0, 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, . (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, . (13/05475-7, 13/07375-0)
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, . (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, . (14/18711-3, 13/07375-0, 13/05475-7, 13/03447-6, 10/10133-0)
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, . (13/08293-7, 13/22360-9, 13/05475-7, 10/16947-9)
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, . (13/03447-6, 10/10133-0, 13/05475-7, 13/21112-1, 13/07375-0)
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, SI, p. 79-92, . (13/03447-6, 10/10133-0, 13/05475-7, 13/07375-0)
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, . (13/07375-0, 13/05475-7, 13/03447-6, 13/21112-1, 10/10133-0)
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, . (13/08293-7, 13/05475-7, 10/16947-9)
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, . (13/05475-7, 10/16947-9)
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, . (13/05475-7, 13/07375-0)
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, . (13/03447-6, 10/10133-0, 13/05475-7, 13/07375-0)
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, . (13/07375-0, 13/05475-7, 13/03447-6, 10/08434-1, 10/10133-0)
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, . (11/01096-6, 13/05475-7, 13/25977-7, 13/07375-0)
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, . (14/01446-5, 10/19720-5, 13/05475-7, 15/02528-8)
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, . (13/07375-0, 13/05475-7, 13/03447-6, 12/23916-8, 10/10133-0)
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, . (10/10133-0, 13/05475-7, 13/07375-0)

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