Ana Maria Alves Coutinho Rocha
Ana Maria Alves Coutinho Rocha-
From 2010 to Present
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At ALGORITMI
- Researcher with PhD (Investigador Doutorado)
- Member of the SEOR R&D Line
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Academic Degree
PhD (Doutoramento)
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Current Position
Assistant Professor (Professor Auxiliar) at Escola de Engenharia da Universidade do Minho
Personal Webpage
Personal E-mail
ORCID
FCT Public Key
J015994KUG3
- A PRESCRIPTIVE COST MODEL FOR DEMAND SHAPING: AN APPLICATION FOR TARGET COSTING.Santana, A; Afonso, P; Rocha, AM; Araujo, MProceedings of the 3rd International Conference on Project Evaluation (Icopev 2016)2016
- Comparing Immune-Tumor Growth Models with Drug Therapy using Optimal Control.Martins, Marisa C.; Rocha, Ana Maria A. C.; Costa, M. Fernanda P.; Fernandes, Edite M. G. P.&Proceedings of the International Conference on Numerical Analysis and Applied Mathematics 2015 (Icnaam-2015)2016
ALGORITMI Members
- Comparison of penalty functions on a penalty approach to mixed-integer optimization.Francisco, R.B.; Costa, M.F.P.; Rocha, A.M.A.C.; Fernandes, E.M.G&aAIP Conference Proceedings2016
- Firefly penalty-based algorithm for bound constrained mixed-integer nonlinear programming.Costa, M.F.P.; Rocha, A.M.A.C.; Francisco, R.B.; Fernandes, E.M.G&aOptimization2016
- Firefly penalty-based algorithm for bound constrained mixed-integer nonlinear programming.Costa, M. Fernanda P.; Rocha, Ana Maria A. C.; Francisco, Rogerio B.; Fernandes, Edite M. G. P.Optimization2016
ALGORITMI Members
- Fatores que influenciam a aprendizagem de conceitos matemáticos em cursos de engenharia: Um estudo exploratório com estudantes da Universidade do Minho.Alves, Manuela; Coutinho, Clara; Rocha, Ana Maria; Rodrigues, CristinaRevista Portuguesa de Educação2016
- Improving Efficiency of a Multistart with Interrupted Hooke-and-Jeeves Filter Search for Solving MINLP Problems.Fernandes, Florbela P.; Costa, M. Fernanda P.; Rocha, Ana Maria A. C.; Fernandes, Edite M. G. P.&Computational Science and Its Applications - Iccsa 2016, Pt I2016
ALGORITMI Members
- Self-efficacy, mathematics' anxiety and perceived importance: an empirical study with Portuguese engineering students.Alves, Manuela; Rodrigues, Cristina S.; Rocha, Ana Maria A. C.; Coutinho, ClaraEuropean Journal of Engineering Education2016
- Comparing immune-tumor growth models with drug therapy using optimal control.Martins, M.C.; Rocha, A.M.A.C.; Costa, M.F.P.; Fernandes, E.M.G&AIP Conference Proceedings2016
- Improving efficiency of a multistart with interrupted Hooke-and-Jeeves filter search for solving MINLP problems.Fernandes, F.P.; Costa, M.F.P.; Rocha, A.M.A.C.; Fernandes, E.M.G&aLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016
- Direct sequential based firefly algorithm for the α-pinene isomerization problem.Rocha, A.M.A.C.; Martins, M.C.; Costa, M.F.P.; Fernandes, E.M.G&Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016
- A shifted hyperbolic augmented Lagrangian-based artificial fish two-swarm algorithm with guaranteed convergence for constrained global optimization.Rocha, Ana Maria A. C.; Costa, M. Fernanda P.; Fernandes, Edite M. G. P.Engineering Optimization2016
ALGORITMI Members
- A shifted hyperbolic augmented Lagrangian-based artificial fish two-swarm algorithm with guaranteed convergence for constrained global optimization.Rocha, A.M.A.C.; Costa, M.F.P.; Fernandes, E.M.G.P.Engineering Optimization2016
- On a multiobjective optimal control of a tumor growth model with immune response and drug therapies.Rocha, A.M.A.; Costa, M.F.P.; Fernandes, E.M.International Transactions in Operational Research2016
- Comparison of Penalty Functions on a Penalty Approach to Mixed-Integer Optimization.Francisco, Rogerio B.; Costa, M. Fernanda P.; Rocha, Ana Maria A. C.; Fernandes, Edite M. G. P.&aProceedings of the International Conference on Numerical Analysis and Applied Mathematics 2015 (Icnaam-2015)2016
ALGORITMI Members
- Extensions of Firefly Algorithm for Nonsmooth Nonconvex Constrained Optimization Problems.Francisco, Rogerio B.; Costa, M. Fernanda P.; Rocha, Ana Maria A. C.; Gervasi, O; Murgante, B; MisraComputational Science and Its Applications - Iccsa 2016, Pt I2016
ALGORITMI Members
- Extensions of firefly algorithm for nonsmooth nonconvex constrained optimization problems.Francisco, R.B.; Costa, M.F.P.; Rocha, A.M.A.C.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016
ALGORITMI Members
- Testing Nelder-Mead Based Repulsion Algorithms for Multiple Roots of Nonlinear Systems via a Two-Level Factorial Design of Experiments.Ramadas, GCV; Rocha, AMAC; Fernandes, EMGPPlos One2015
ALGORITMI Members
- Combining Non-dominance, Objective-order and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization.Costa, M. Fernanda P.; Rocha, Ana Maria A. C.; Fernandes, Edite M. G. P.; GasparCunha, A; Antunes&Evolutionary Multi-Criterion Optimization, Pt I2015
ALGORITMI Members
- Computational science and its applications – ICCSA 2015: 15th international conference banff, AB, Canada, june 22-25, 2015 proceedings, Part IV.Gervasi, O.; Murgante, B.; Misra, S.; Gavrilova, M.L.; Rocha, A.M.A.C.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
ALGORITMI Members
- Solving Large 0–1 Multidimensional Knapsack Problems by a New Simplified Binary Artificial Fish Swarm Algorithm.Azad, M.A.K.; Rocha, A.M.A.C.; Fernandes, E.M.G.P.Journal of Mathematical Modelling and Algorithms in Operations Research2015
- Computational science and its applications - ICCSA 2015: 15th international conference Banff, AB, Canada, June 22-25, 2015 proceedings, part v.Gervasi, O.; Murgante, B.; Misra, S.; Gavrilova, M.L.; Rocha, A.M.A.C.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
ALGORITMI Members
- A New Competitive Implementation of the Electromagnetism-Like Algorithm for Global Optimization.Rocha, Ana Maria A. C.; Silva, Andreia; Rocha, Jorge GustavoComputational Science and Its Applications - Iccsa 2015, Pt Ii2015
ALGORITMI Members
- A firefly dynamic penalty approach for solving engineering design problems.Francisco, R.B.; Costa, M.F.P.; Rocha, A.M.A.C.AIP Conference Proceedings2015
ALGORITMI Members
- A Firefly Dynamic Penalty Approach for Solving Engineering Design Problems.Francisco, RB; Costa, MFP; Rocha, AMAC; Simos, TE; Tsitouras, CProceedings of the International Conference of Numerical Analysis and Applied Mathematics 2014 (Icnaam-2014)2015
ALGORITMI Members
- Computational science and its applications – ICCSA 2015: 15th international conference Banff, AB, Canada, June 22–25, 2015 proceedings, part III.Gervasi, O.; Murgante, B.; Misra, S.; Gavrilova, M.L.; Rocha, A.M.A.C.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
ALGORITMI Members
- Testing Nelder-Mead based repulsion algorithms for multiple roots of nonlinear systems via a two-level factorial design of experiments.Ramadas, G.C.V.; Rocha, A.M.A.C.; Fernandes, E.M.G.P.PLoS ONE2015
- Combining non-dominance, objective-order and spread metric to extend firefly algorithm to multi-objective optimization.Costa, M.F.P.; Rocha, A.M.A.C.; Fernandes, E.M.G.P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
- A simplified binary artificial fish swarm algorithm for 0-1 quadratic knapsack problems.Azad, MAK; Rocha, AMAC; Fernandes, EMGPJournal of Computational and Applied Mathematics2014
ALGORITMI Members
- Multiple roots of systems of equations by repulsion merit functions.Ramadas, G.C.V.; Fernandes, E.M.G.P.; Rocha, A.M.A.C.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2014
- A simplified binary artificial fish swarm algorithm for 0-1 quadratic knapsack problems.Azad, M.A.K.; Rocha, A.M.A.C.; Fernandes, E.M.G.P.Journal of Computational and Applied Mathematics2014
- A global optimization approach applied to structural dynamic updating.Dourado, M.; Meireles, J.; Rocha, A.M.A.C.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2014
ALGORITMI Members
- An artificial fish swarm algorithm based hyperbolic augmented Lagrangian method.Costa, M.F.P.; Rocha, A.M.A.C.; Fernandes, E.M.G.P.Journal of Computational and Applied Mathematics2014
- An artificial fish swarm algorithm based hyperbolic augmented Lagrangian method.Costa, MFP; Rocha, AMAC; Fernandes, EMGPJournal of Computational and Applied Mathematics2014
ALGORITMI Members
- A filter-based artificial fish swarm algorithm for constrained global optimization: theoretical and practical issues.Rocha, AMAC; Costa, MFP; Fernandes, EMGPJournal of Global Optimization2014
ALGORITMI Members
- Experiments with firefly algorithm.Francisco, R.B.; Costa, M.F.P.; Rocha, A.M.A.C.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2014
ALGORITMI Members
- Heuristic-based firefly algorithm for bound constrained nonlinear binary optimization.Costa, M.F.P.; Rocha, A.M.A.C.; Francisco, R.B.; Fernandes, E.M.G&aAdvances in Operations Research2014
- Degradation prediction model for friction in highways.Santos, A.; Freitas, E.; Faria, S.; Oliveira, J.R.M.; Rocha, A.M.A.C&aLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2014
ALGORITMI Members
- IMRT beam angle optimization using electromagnetism-like algorithm.Rocha, H.; Rocha, A.M.A.C.; Dias, J.M.; Ferreira, B.; Do Carmo Lopes, M&perioLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2014
ALGORITMI Members
- A filter-based artificial fish swarm algorithm for constrained global optimization: theoretical and practical issues.Rocha, A.M.A.C.; Costa, M.F.P.; Fernandes, E.M.G.P.Journal of Global Optimization2014
- Analysing students' attitudes towards the learning of specialized software.Rodrigues, C.S.; Rocha, A.M.A.C.Proceedings - 14th International Conference on Computational Science and Its Applications, ICCSA 20142014
- Analysing students' attitudes towards the learning of specialized software.Rodrigues, Cristina S.; Rocha, Ana Maria A. C.; Apduhan, B; Rocha, AM; Misra, S; Taniar, D; Gervasi&am2014 14th International Conference on Computational Science and Its Applications (Iccsa)2014
- Improved binary artificial fish swarm algorithm for the 0-1 multidimensional knapsack problems.Azad, MAK; Rocha, AMAC; Fernandes, EMGPSwarm and Evolutionary Computation2014
ALGORITMI Members
- Improved binary artificial fish swarm algorithm for the 0-1 multidimensional knapsack problems.Azad, M.A.K.; Rocha, A.M.A.C.; Fernandes, E.M.G.P.Swarm and Evolutionary Computation2014
- Multiple solutions of mixed variable optimization by multistart Hooke and Jeeves filter method.Costa, M.F.P.; Fernandes, F.P.; Fernandes, M.G.P.; Rocha, A.M.A.C&aApplied Mathematical Sciences2014
- A simplified binary artificial fish swarm algorithm for uncapacitated facility location problems.Azad, Md.A.K.; Rocha, A.M.A.C.; Fernandes, E.M.G.P.Lecture Notes in Engineering and Computer Science2013
- Multistart Hooke and Jeeves Filter Method for Mixed Variable Optimization.Fernandes, FP; Costa, MFP; Fernandes, EMGP; Rocha, AMAC; Simos, T; Psihoyios, G; Tsitouras, C11th International Conference of Numerical Analysis and Applied Mathematics 2013, Pts 1 and 2 (Icnaam 2013)2013
ALGORITMI Members
- Head Motion Stabilization During Quadruped Robot Locomotion: Combining CPGs and Stochastic Optimization Methods.Oliveira, M.; Santos, C.P.; Costa, L.; Rocha, A.M.A.C.; Ferreira, M.Natural Computing for Simulation and Knowledge Discovery2013
- Hooke and Jeeves Based Multilevel Coordinate Search to Globally Solving Nonsmooth Problems.Costa, MFP; Rocha, AMAC; Fernandes, EMGP; Simos, T; Psihoyios, G; Tsitouras, C11th International Conference of Numerical Analysis and Applied Mathematics 2013, Pts 1 and 2 (Icnaam 2013)2013
ALGORITMI Members
- Hooke and Jeeves based multilevel coordinate search to globally solving nonsmooth problems.Costa, M.F.P.; Rocha, A.M.A.C.; Fernandes, E.M.G.P.AIP Conference Proceedings2013
- Multistart Hooke and Jeeves filter method for mixed variable optimization.Fernandes, F.P.; Costa, M.F.P.; Fernandes, E.M.G.P.; Rocha, A.M.A&aAIP Conference Proceedings2013
- On Challenging Techniques for Constrained Global Optimization.Santo, I.A.C.P.E.; Costa, L.; Maria, A.; Azad, M.A.K.; Fernandes&Intelligent Systems Reference Library2013
- Structural dynamic updating using a global optimization methodology.Dourado, M.; Meireles, J.; Rocha, A.M.A.C.5th International Operational Modal Analysis Conference, IOMAC 20132013
ALGORITMI Members
- A computational study on different penalty functions with DIRECT algorithm.Rocha, A.M.A.C.; Vila?a, R.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2013
ALGORITMI Members
- An adaptive penalty method for DIRECT algorithm in engineering optimization.Vila?a, R.; Rocha, A.M.A.C.AIP Conference Proceedings2012
ALGORITMI Members
- On solving the profit maximization of small cogeneration systems.Ferreira, A.C.M.; Rocha, A.M.A.C.; Teixeira, S.F.C.F.; Nunes, M&Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2012
- Solving multidimensional 0-1 knapsack problem with an artificial fish swarm algorithm.Azad, Md.A.K.; Rocha, A.M.A.C.; Fernandes, E.M.G.P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2012
- An Adaptive Penalty Method for DIRECT Algorithm in Engineering Optimization.Vilaca, R.; Maria, A.; Rocha, A. C.Numerical Analysis and Applied Mathematics (Icnaam 2012), Vols a and B2012
ALGORITMI Members
- An artificial fish swarm filter-based method for constrained global optimization.Rocha, A.M.A.C.; Costa, M.F.P.; Fernandes, E.M.G.P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2012
- An augmented Lagrangian fish swarm based method for global optimization.Rocha, AMAC; Martins, TFMC; Fernandes, EMGPJournal of Computational and Applied Mathematics2011
ALGORITMI Members
- Mutation-Based Artificial Fish Swarm Algorithm for Bound Constrained Global Optimization.Rocha, AMAC; Fernandes, EMGP; Simos, TENumerical Analysis and Applied Mathematics Icnaam 2011: International Conference on Numerical Analysis and Applied Mathematics, Vols a-C2011
ALGORITMI Members
- Multiobjective optimization of a quadruped robot locomotion using a Genetic Algorithm.Oliveira, M.; Costa, L.; Rocha, A.; Santos, C.; Ferreira, M.Advances in Intelligent and Soft Computing2011
- Novel fish swarm heuristics for bound constrained global optimization problems.Rocha, A.M.A.C.; Fernandes, E.M.G.P.; Martins, T.F.M.C.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2011
- Numerical study of augmented Lagrangian algorithms for constrained global optimization.Rocha, A.M.A.C.; Fernandes, E.M.G.P.Optimization2011
- Numerical study of augmented Lagrangian algorithms for constrained global optimization.Rocha, AMAC; Fernandes, EMGPOptimization2011
ALGORITMI Members
- Mutation-based artificial fish swarm algorithm for bound constrained global optimization.Rocha, A.M.A.C.; Fernandes, E.M.G.P.AIP Conference Proceedings2011
- An augmented Lagrangian fish swarm based method for global optimization.Rocha, A.M.A.C.; Martins, T.F.M.C.; Fernandes, E.M.G.P.Journal of Computational and Applied Mathematics2011
- Electromagnetism-like augmented Lagrangian algorithm for global optimization.Rocha, A.M.A.C.; Fernandes, E.M.G.P.Advances in Intelligent and Soft Computing2011
- Applying an elitist electromagnetism-like algorithm to head robot stabilization.Oliveira, M.; Santos, C.P.; Rocha, A.M.A.C.; Costa, L.; Ferreira, M.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2011
- A stochastic augmented Lagrangian equality constrained-based algorithm for global optimization.Rocha, A.M.A.C.; Fernandes, E.M.G.P.AIP Conference Proceedings2010
- Nonlinear Continuous Global Optimization by Modified Differential Evolution.Azad, MAK; Fernandes, EMGP; Rocha, AMAC; Simos, TE; Psihoyios, G; Tsitouras, CNumerical Analysis and Applied Mathematics, Vols I-Iii2010
ALGORITMI Members
- Nonlinear continuous global optimization by modified differential evolution.Azad, Md.A.K.; Fernandes, E.M.G.P.; Rocha, A.M.A.C.AIP Conference Proceedings2010
- Hybridizing the electromagnetism-like algorithm with descent search for solving engineering design problems.Rocha, A.M.A.C.; Fernandes, E.M.G.P.International Journal of Computer Mathematics2009
- Modified movement force vector in an electromagnetism-like mechanism for global optimization.Rocha, A.M.A.C.; Fernandes, E.M.G.P.Optimization Methods and Software2009
- A modified electromagnetism-like algorithm based on a pattern search method.Rocha, A.M.A.C.; Fernandes, E.M.G.P.Lecture Notes in Electrical Engineering2009
- Hybridizing the electromagnetism-like algorithm with descent search for solving engineering design problems.Rocha, AMAC; Fernandes, EMGPInternational Journal of Computer Mathematics2009
ALGORITMI Members
- Head Motion Stabilization During Quadruped Robot Locomotion: Combining Dynamical Systems and a Genetic Algorithm.Santos, CP; Oliveira, M; Rocha, AMAC; Costa, LIcra: 2009 Ieee International Conference on Robotics and Automation, Vols 1-72009
- Modified movement force vector in an electromagnetism-like mechanism for global optimization.Rocha, AMAC; Fernandes, EOptimization Methods & Software2009
ALGORITMI Members
- Feasibility and dominance rules in the electromagnetism-like algorithm for constrained global optimization.Rocha, A.M.A.C.; Fernandes, E.M.G.P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2008
- Implementation of the electromagnetism-like algorithm with a constraint-handling technique for engineering optimization problems.Rocha, A.M.A.C.; Fernandes, E.M.G.P.Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 20082008
- Performance Profile Assessment of Electromagnetism-like Algorithms for Global Optimization.Rocha, AMAC; Fernandes, EMGP; Simos, TE; Psihoyios, GInternational Electronic Conference on Computer Science2008
ALGORITMI Members
- On charge effects to the electromagnetism-like algorithm.Rocha, A.M.A.C.; Fernandes, E.M.G.P.20th International Conference EURO Mini Conference "Continuous Optimization and Knowledge-Based Technologies", EurOPT 20082008
- A new electromagnetism-like algorithm with a population shrinking strategy.Rocha, AMAC; Fernandes, EMGP; Revetria, R; Cecchi, A; Schenone, M; Mladenov V; Zemliak, AProceedings of the 6th Wseas International Conference on System Science and Simulation in Engineering (Icossse '07)2007
ALGORITMI Members
- A first-order ε-approximation algorithm for linear programs and a second-order implementation.Rocha, A.M.A.C.; Fernandas, E.M.G.P.; Soares, J.L.C.Lecture Notes in Computer Science2005
ALGORITMI Members
| Year | Supervision | Co-Supervision |
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| 2015 |
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