Ana Maria Alves Coutinho Rocha

According to our database, Ana Maria Alves Coutinho Rocha authored at least 85 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hybrid approaches to optimization and machine learning methods: a systematic literature review.

Beatriz Flamia Azevedo, Ana Maria A. C. Rocha, Ana I. Pereira

Mach. Learn., July, 2024

A Simulation-Based Optimization Approach to the Firefighting Resource Scheduling Problem.

Emerson J. Paiva, Marina A. Matos, Ana Maria A. C. Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2024 Workshops, 2024

A Firefighting Resource Dispatch Problem Optimization Using Metaheuristics.

Marina A. Matos, Rui Gonçalves, Ana Maria A. C. Rocha, Lino A. Costa, Filipe Pereira Alvelos

Proceedings of the Computational Science and Its Applications - ICCSA 2024 Workshops, 2024

EEG assessment of intentional tremor during motor imagery.

Ana Maria A. C. Rocha, Cristiana Pinheiro, Sebastian Sieghartsleitner, Christoph Guger, Cristina P. Santos

Proceedings of the IEEE International Conference on Autonomous Robot Systems and Competitions, 2024

2023

Capacitated Waste Collection Problem Solution Using an Open-Source Tool.

Adriano dos Santos Silva, Filipe Alves, Jose Luis Diaz de Tuesta, Ana Maria A. C. Rocha, Ana I. Pereira, Adrián M. T. Silva, Helder T. Gomes

Comput., January, 2023

Using OR-Tools When Solving the Nurse Scheduling Problem.

Márcia Oliveira, Ana Maria A. C. Rocha, Filipe Alves

Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Resource Dispatch Optimization for Firefighting Using a Differential Evolution Algorithm.

Marina A. Matos, Rui Gonçalves, Ana Maria A. C. Rocha, Lino A. Costa, Filipe Pereira Alvelos

Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Resource Dispatch Optimization for Firefighting Based on Genetic Algorithm.

Marina A. Matos, Ana Maria A. C. Rocha, Lino A. Costa, Filipe Pereira Alvelos

Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

Hybrid Approaches to Optimization and Machine Learning Methods.

Beatriz Flamia Azevedo, Ana Maria A. C. Rocha, Ana I. Pereira

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

A Collaborative Multi-objective Approach for Clustering Task Based on Distance Measures and Clustering Validity Indices.

Beatriz Flamia Azevedo, Ana Maria A. C. Rocha, Ana I. Pereira

Proceedings of the Dynamics of Information Systems - 6th International Conference, 2023

2022

Traffic Light Optimization of an Intersection: A Portuguese Case Study.

Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado

Proceedings of the Optimization, Learning Algorithms and Applications, 2022

A Kernel Clustering Algorithm Based on Diameters.

M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Proceedings of the Optimization, Learning Algorithms and Applications, 2022

A Hybrid Approach to Operational Planning in Home Health Care.

Filipe Alves, António J. S. T. Duarte, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão

Proceedings of the Optimization, Learning Algorithms and Applications, 2022

Evaluating Student Behaviour on the MathE Platform - Clustering Algorithms Approaches.

Beatriz Flamia Azevedo, Ana Maria A. C. Rocha, Florbela P. Fernandes, Maria F. Pacheco, Ana I. Pereira

Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022

A Bibliometric Review and Analysis of Traffic Lights Optimization.

Gabriela R. Witeck, Ana Maria A. C. Rocha, Gonçalo O. Silva, António Silva, Dalila Durães, José Machado

Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem.

Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado

Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

Solving a Capacitated Waste Collection Problem Using an Open-Source Tool.

Adriano dos Santos Silva, Filipe Alves, Jose Luis Diaz de Tuesta, Ana Maria A. C. Rocha, Ana I. Pereira, Adrián M. T. Silva, Paulo Leitão, Helder T. Gomes

Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

A Genetic Algorithm for Forest Firefighting Optimization.

Marina A. Matos, Ana Maria A. C. Rocha, Lino A. Costa, Filipe Pereira Alvelos

Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

Analyzing the MathE Platform Through Clustering Algorithms.

Beatriz Flamia Azevedo, Yahia Amoura, Ana Maria A. C. Rocha, Florbela P. Fernandes, Maria F. Pacheco, Ana I. Pereira

Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

2021

Multi-agent System Specification for Distributed Scheduling in Home Health Care.

Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão

Proceedings of the Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future, 2021

A Simple Clustering Algorithm Based on Weighted Expected Distances.

Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes

Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Cluster Analysis for Breast Cancer Patterns Identification.

Beatriz Flamia Azevedo, Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira

Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Feature Selection Optimization for Breast Cancer Diagnosis.

Ana Rita Antunes, Marina A. Matos, Lino A. Costa, Ana Maria A. C. Rocha, Ana Cristina Braga

Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Multi-agent System Architecture for Distributed Home Health Care Information Systems.

Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão

Proceedings of the Technological Innovation for Applied AI Systems, 2021

Optimal Control by Multiple Shooting and Weighted Tchebycheff Penalty-Based Scalarization.

Gisela C. Vieira Ramadas, Edite M. G. P. Fernandes, Ana Maria A. C. Rocha, M. Fernanda P. Costa

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Implementation of Robust Multi-objective Optimization in the Build Orientation Problem.

Marina A. Matos, Ana Maria A. C. Rocha, Lino A. Costa, Ana I. Pereira

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

On Local Convergence of Stochastic Global Optimization Algorithms.

Eligius M. T. Hendrix, Ana Maria A. C. Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

A Clustering Algorithm Based on Fitness Probability Scores for Cluster Centers Optimization.

M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Feature Selection Optimization of Risk Factors for Coronary Heart Disease.

Ana Rita Antunes, Lino A. Costa, Ana Maria A. C. Rocha, Ana Cristina Braga

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Solving a Logistics System for Vehicle Routing Problem Using an Open-Source Tool.

Filipe Alves, Filipe Pacheco, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020

Filter-based stochastic algorithm for global optimization.

M. Joseane F. G. Macêdo, Elizabeth W. Karas, M. Fernanda P. Costa, Ana Maria A. C. Rocha

J. Glob. Optim., 2020

Automatic Nurse Allocation based on a Population Algorithm for Home Health Care.

Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão

Proceedings of the 9th International Conference on Operations Research and Enterprise Systems, 2020

Single Screw Extrusion Optimization Using the Tchebycheff Scalarization Method.

Ana Maria A. C. Rocha, Marina A. Matos, M. Fernanda P. Costa, António Gaspar-Cunha, Edite M. G. P. Fernandes

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Simplified Tabu Search with Random-Based Searches for Bound Constrained Global Optimization.

Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Penalty-Based Heuristic DIRECT Method for Constrained Global Optimization.

M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2019

A Population-Based Stochastic Coordinate Descent Method.

Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes

Proceedings of the Optimization of Complex Systems: Theory, 2019

Distributed Scheduling Based on Multi-agent Systems and Optimization Methods.

Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão

Proceedings of the Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection, 2019

Objective and Violation Upper Bounds on a DIRECT-Filter Method for Global Optimization.

M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Proceedings of the Numerical Computations: Theory and Algorithms, 2019

A Multi-objective Approach to the Optimization of Home Care Visits Scheduling.

Filipe Alves, Lino A. Costa, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão

Proceedings of the 8th International Conference on Operations Research and Enterprise Systems, 2019

Periodic Vehicle Routing Problem in a Health Unit.

Filipe Alves, Filipe Pereira Alvelos, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão

Proceedings of the 8th International Conference on Operations Research and Enterprise Systems, 2019

A Multi-objective Approach to Solve the Build Orientation Problem in Additive Manufacturing.

Marina A. Matos, Ana Maria A. C. Rocha, Lino A. Costa, Ana I. Pereira

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

On Trajectory Optimization of an Electric Vehicle.

Eligius M. T. Hendrix, Ana Maria A. C. Rocha, Inmaculada García

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

2018

Preface to the Special Issue "GOW'16".

Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes

J. Glob. Optim., 2018

Filter-based DIRECT method for constrained global optimization.

M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

J. Glob. Optim., 2018

On a multiobjective optimal control of a tumor growth model with immune response and drug therapies.

Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes

Int. Trans. Oper. Res., 2018

Build Orientation Optimization Problem in Additive Manufacturing.

Ana Maria A. C. Rocha, Ana I. Pereira, A. Ismael F. Vaz

Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Parameter Estimation of the Kinetic \alpha α -Pinene Isomerization Model Using the MCSFilter Algorithm.

Andreia Amador, Florbela P. Fernandes, Lino O. Santos, Andrey Romanenko, Ana Maria A. C. Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Application of the Simulated Annealing Algorithm to Minimize the makespan on the Unrelated Parallel Machine Scheduling Problem with Setup Times.

Gabriela Amaral, Lino A. Costa, Ana Maria A. C. Rocha, Leonilde Rocha Varela, Ana Madureira

Proceedings of the Hybrid Intelligent Systems, 2018

Hybrid System for Simultaneous Job Shop Scheduling and Layout Optimization Based on Multi-agents and Genetic Algorithm.

Filipe Alves, M. Leonilde R. Varela, Ana Maria A. C. Rocha, Ana I. Pereira, José Barbosa, Paulo Leitão

Proceedings of the Hybrid Intelligent Systems, 2018

2017

Theoretical and Practical Convergence of a Self-Adaptive Penalty Algorithm for Constrained Global Optimization.

M. Fernanda P. Costa, Rogério B. Francisco, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

J. Optim. Theory Appl., 2017

On a smoothed penalty-based algorithm for global optimization.

Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes

J. Glob. Optim., 2017

Combining Filter Method and Dynamically Dimensioned Search for Constrained Global Optimization.

M. Joseane F. G. Macêdo, M. Fernanda P. Costa, Ana Maria A. C. Rocha, Elizabeth W. Karas

Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

Continuous Relaxation of MINLP Problems by Penalty Functions: A Practical Comparison.

M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

2016

Direct Sequential Based Firefly Algorithm for the \alpha -Pinene Isomerization Problem.

Ana Maria A. C. Rocha, Marisa C. Martins, M. Fernanda P. Costa, Edite M. G. P. Fernandes

Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

Extensions of Firefly Algorithm for Nonsmooth Nonconvex Constrained Optimization Problems.

Rogério B. Francisco, M. Fernanda P. Costa, Ana Maria A. C. Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

Improving Efficiency of a Multistart with Interrupted Hooke-and-Jeeves Filter Search for Solving MINLP Problems.

Florbela P. Fernandes, M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

2015

Solving Large 0-1 Multidimensional Knapsack Problems by a New Simplified Binary Artificial Fish Swarm Algorithm.

Md. Abul Kalam Azad, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

J. Math. Model. Algorithms Oper. Res., 2015

A New Competitive Implementation of the Electromagnetism-Like Algorithm for Global Optimization.

Ana Maria A. C. Rocha, Andreia Silva, Jorge Gustavo Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

Combining Non-dominance, Objective-order and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization.

M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

2014

Improved binary artificial fish swarm algorithm for the 0-1 multidimensional knapsack problems.

Md. Abul Kalam Azad, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Swarm Evol. Comput., 2014

A filter-based artificial fish swarm algorithm for constrained global optimization: theoretical and practical issues.

Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes

J. Glob. Optim., 2014

An artificial fish swarm algorithm based hyperbolic augmented Lagrangian method.

M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

J. Comput. Appl. Math., 2014

A simplified binary artificial fish swarm algorithm for 0-1 quadratic knapsack problems.

Md. Abul Kalam Azad, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

J. Comput. Appl. Math., 2014

Heuristic-Based Firefly Algorithm for Bound Constrained Nonlinear Binary Optimization.

M. Fernanda P. Costa, Ana Maria A. C. Rocha, Rogério B. Francisco, Edite M. G. P. Fernandes

Adv. Oper. Res., 2014

Degradation Prediction Model for Friction in Highways.

Adriana Santos, Elisabete Freitas, Susana Faria, Joel R. M. Oliveira, Ana Maria A. C. Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Analysing Students' Attitudes Towards the Learning of Specialized Software.

Cristina S. Rodrigues, Ana Maria A. C. Rocha

Proceedings of the 2014 14th International Conference on Computational Science and Its Applications, Guimaraes, Portugal, June 30, 2014

IMRT Beam Angle Optimization Using Electromagnetism-Like Algorithm.

Humberto Rocha, Ana Maria A. C. Rocha, Joana Matos Dias, Brigida Costa Ferreira, Maria do Carmo Lopes

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Multiple Roots of Systems of Equations by Repulsion Merit Functions.

Gisela C. Vieira Ramadas, Edite M. G. P. Fernandes, Ana Maria A. C. Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Experiments with Firefly Algorithm.

Rogério B. Francisco, M. Fernanda P. Costa, Ana Maria A. C. Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

A Global Optimization Approach Applied to Structural Dynamic Updating.

Marco Dourado, José Meireles, Ana Maria A. C. Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

2013

On Challenging Techniques for Constrained Global Optimization.

Isabel A. Espírito-Santo, Lino A. Costa, Ana Maria A. C. Rocha, Md. Abul Kalam Azad, Edite M. G. P. Fernandes

Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

A Computational Study on Different Penalty Functions with DIRECT Algorithm.

Ana Maria A. C. Rocha, Rita Vilaça

Proceedings of the Computational Science and Its Applications - ICCSA 2013, 2013

2012

An Artificial Fish Swarm Filter-Based Method for Constrained Global Optimization.

Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes

Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

On Solving the Profit Maximization of Small Cogeneration Systems.

Ana Cristina M. Ferreira, Ana Maria A. C. Rocha, Senhorinha F. C. F. Teixeira, Manuel L. Nunes, Luís B. Martins

Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

Solving Multidimensional 0-1 Knapsack Problem with an Artificial Fish Swarm Algorithm.

Md. Abul Kalam Azad, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

2011

An augmented Lagrangian fish swarm based method for global optimization.

Ana Maria A. C. Rocha, Tiago F. M. C. Martins, Edite M. G. P. Fernandes

J. Comput. Appl. Math., 2011

Head Motion Stabilization During Quadruped Robot Locomotion: Combining CPGs and Stochastic Optimization Methods.

Miguel Oliveira, Cristina P. Santos, Lino A. Costa, Ana Maria A. C. Rocha, Manuel Ferreira

Int. J. Nat. Comput. Res., 2011

Novel Fish Swarm Heuristics for Bound Constrained Global Optimization Problems.

Ana Maria A. C. Rocha, Edite M. G. P. Fernandes, Tiago F. M. C. Martins

Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

Applying an Elitist Electromagnetism-Like Algorithm to Head Robot Stabilization.

Miguel Oliveira, Cristina P. Santos, Ana Maria A. C. Rocha, Lino A. Costa, Manuel Ferreira

Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

2009

Modified movement force vector in an electromagnetism-like mechanism for global optimization.

Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Optim. Methods Softw., 2009

Hybridizing the electromagnetism-like algorithm with descent search for solving engineering design problems.

Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Int. J. Comput. Math., 2009

Head motion stabilization during quadruped robot locomotion: Combining dynamical systems and a genetic algorithm.

Cristina P. Santos, Miguel Oliveira, Ana Maria A. C. Rocha, Lino A. Costa

Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2008

Feasibility and Dominance Rules in the Electromagnetism-Like Algorithm for Constrained Global Optimization.

Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Proceedings of the Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30, 2008

Implementation of the Electromagnetism-Like Algorithm with a Constraint-Handling Technique for Engineering Optimization Problems.

Ana Maria A. C. Rocha, Edite M. G. P. Fernandes

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2005

A First-Order epsilon-Approximation Algorithm for Linear Programs and a Second-Order Implementation.

Ana Maria A. C. Rocha, Edite M. G. P. Fernandes, João L. C. Soares

Proceedings of the Computational Science and Its Applications, 2005