Ana Maria A. C. Rocha

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 56

Top Topics

Knapsack Problem

Vehicle Routing

Global Optimization

Top Venues

ICCSA (Workshops 2)

Publications

Ana Maria A. C. Rocha, Cristiana Pinheiro, Sebastian Sieghartsleitner, Christoph Guger, Cristina P. Santos
EEG assessment of intentional tremor during motor imagery. ICARSC (2024)
Marina A. Matos, Rui Gonçalves, Ana Maria A. C. Rocha, Lino A. Costa, Filipe Pereira Alvelos
A Firefighting Resource Dispatch Problem Optimization Using Metaheuristics. ICCSA (Workshops 2) (2024)
Beatriz Flamia Azevedo, Ana Maria A. C. Rocha, Ana I. Pereira
Hybrid approaches to optimization and machine learning methods: a systematic literature review. Mach. Learn. 113 (7) (2024)
Emerson J. Paiva, Marina A. Matos, Ana Maria A. C. Rocha
A Simulation-Based Optimization Approach to the Firefighting Resource Scheduling Problem. ICCSA (Workshops 2) (2024)
Beatriz Flamia Azevedo, Ana Maria A. C. Rocha, Ana I. Pereira
A Collaborative Multi-objective Approach for Clustering Task Based on Distance Measures and Clustering Validity Indices. DIS (2023)
Márcia Oliveira, Ana Maria A. C. Rocha, Filipe Alves
Using OR-Tools When Solving the Nurse Scheduling Problem. OL2A (1) (2023)
Marina A. Matos, Rui Gonçalves, Ana Maria A. C. Rocha, Lino A. Costa, Filipe Pereira Alvelos
Resource Dispatch Optimization for Firefighting Using a Differential Evolution Algorithm. OL2A (1) (2023)
Marina A. Matos, Ana Maria A. C. Rocha, Lino A. Costa, Filipe Pereira Alvelos
Resource Dispatch Optimization for Firefighting Based on Genetic Algorithm. ICCSA (Workshops 2) (2023)
Beatriz Flamia Azevedo, Ana Maria A. C. Rocha, Ana I. Pereira
Hybrid Approaches to Optimization and Machine Learning Methods. DSAA (2023)
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
Capacitated Waste Collection Problem Solution Using an Open-Source Tool. Comput. 12 (1) (2023)
Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado
Traffic Light Optimization of an Intersection: A Portuguese Case Study. OL2A (2022)
Gabriela R. Witeck, Ana Maria A. C. Rocha, Gonçalo O. Silva, António Silva, Dalila Durães, José Machado
A Bibliometric Review and Analysis of Traffic Lights Optimization. ICCSA (Workshops 2) (2022)
Gonçalo O. Silva, Ana Maria A. C. Rocha, Gabriela R. Witeck, António Silva, Dalila Durães, José Machado
On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem. ICCSA (Workshops 2) (2022)
Beatriz Flamia Azevedo, Yahia Amoura, Ana Maria A. C. Rocha, Florbela P. Fernandes, Maria F. Pacheco, Ana I. Pereira
Analyzing the MathE Platform Through Clustering Algorithms. ICCSA (Workshops 2) (2022)
Beatriz Flamia Azevedo, Ana Maria A. C. Rocha, Florbela P. Fernandes, Maria F. Pacheco, Ana I. Pereira
Evaluating Student Behaviour on the MathE Platform - Clustering Algorithms Approaches. LION (2022)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
A Kernel Clustering Algorithm Based on Diameters. OL2A (2022)
Marina A. Matos, Ana Maria A. C. Rocha, Lino A. Costa, Filipe Pereira Alvelos
A Genetic Algorithm for Forest Firefighting Optimization. ICCSA (Workshops 2) (2022)
Filipe Alves, António J. S. T. Duarte, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão
A Hybrid Approach to Operational Planning in Home Health Care. OL2A (2022)
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
Solving a Capacitated Waste Collection Problem Using an Open-Source Tool. ICCSA (Workshops 2) (2022)
Filipe Alves, Filipe Pacheco, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão
Solving a Logistics System for Vehicle Routing Problem Using an Open-Source Tool. ICCSA (5) (2021)
Ana Rita Antunes, Lino A. Costa, Ana Maria A. C. Rocha, Ana Cristina Braga
Feature Selection Optimization of Risk Factors for Coronary Heart Disease. ICCSA (5) (2021)
Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão
Multi-agent System Architecture for Distributed Home Health Care Information Systems. DoCEIS (2021)
Gisela C. Vieira Ramadas, Edite M. G. P. Fernandes, Ana Maria A. C. Rocha, M. Fernanda P. Costa
Optimal Control by Multiple Shooting and Weighted Tchebycheff Penalty-Based Scalarization. ICCSA (5) (2021)
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
A Simple Clustering Algorithm Based on Weighted Expected Distances. OL2A (2021)
Eligius M. T. Hendrix, Ana Maria A. C. Rocha
On Local Convergence of Stochastic Global Optimization Algorithms. ICCSA (5) (2021)
Ana Rita Antunes, Marina A. Matos, Lino A. Costa, Ana Maria A. C. Rocha, Ana Cristina Braga
Feature Selection Optimization for Breast Cancer Diagnosis. OL2A (2021)
Marina A. Matos, Ana Maria A. C. Rocha, Lino A. Costa, Ana I. Pereira
Implementation of Robust Multi-objective Optimization in the Build Orientation Problem. ICCSA (5) (2021)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
A Clustering Algorithm Based on Fitness Probability Scores for Cluster Centers Optimization. ICCSA (5) (2021)
Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão
Multi-agent System Specification for Distributed Scheduling in Home Health Care. SOHOMA (2021)
Beatriz Flamia Azevedo, Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira
Cluster Analysis for Breast Cancer Patterns Identification. OL2A (2021)
Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão
Automatic Nurse Allocation based on a Population Algorithm for Home Health Care. ICORES (2020)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Penalty-Based Heuristic DIRECT Method for Constrained Global Optimization. ICCSA (3) (2020)
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
Simplified Tabu Search with Random-Based Searches for Bound Constrained Global Optimization. ICCSA (3) (2020)
M. Joseane F. G. Macêdo, Elizabeth W. Karas, M. Fernanda P. Costa, Ana Maria A. C. Rocha
Filter-based stochastic algorithm for global optimization. J. Glob. Optim. 77 (4) (2020)
Ana Maria A. C. Rocha, Marina A. Matos, M. Fernanda P. Costa, António Gaspar-Cunha, Edite M. G. P. Fernandes
Single Screw Extrusion Optimization Using the Tchebycheff Scalarization Method. ICCSA (3) (2020)
Marina A. Matos, Ana Maria A. C. Rocha, Lino A. Costa, Ana I. Pereira
A Multi-objective Approach to Solve the Build Orientation Problem in Additive Manufacturing. ICCSA (3) (2019)
Filipe Alves, Filipe Pereira Alvelos, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão
Periodic Vehicle Routing Problem in a Health Unit. ICORES (2019)
Eligius M. T. Hendrix, Ana Maria A. C. Rocha, Inmaculada García
On Trajectory Optimization of an Electric Vehicle. ICCSA (3) (2019)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Objective and Violation Upper Bounds on a DIRECT-Filter Method for Global Optimization. NUMTA (2) (2019)
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
A Population-Based Stochastic Coordinate Descent Method. WCGO (2019)
Filipe Alves, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão
Distributed Scheduling Based on Multi-agent Systems and Optimization Methods. PAAMS (Workshops) (2019)
Filipe Alves, Lino A. Costa, Ana Maria A. C. Rocha, Ana I. Pereira, Paulo Leitão
A Multi-objective Approach to the Optimization of Home Care Visits Scheduling. ICORES (2019)
Andreia Amador, Florbela P. Fernandes, Lino O. Santos, Andrey Romanenko, Ana Maria A. C. Rocha
Parameter Estimation of the Kinetic \alpha α -Pinene Isomerization Model Using the MCSFilter Algorithm. ICCSA (2) (2018)
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
On a multiobjective optimal control of a tumor growth model with immune response and drug therapies. Int. Trans. Oper. Res. 25 (1) (2018)
Filipe Alves, M. Leonilde R. Varela, Ana Maria A. C. Rocha, Ana I. Pereira, José Barbosa, Paulo Leitão
Hybrid System for Simultaneous Job Shop Scheduling and Layout Optimization Based on Multi-agents and Genetic Algorithm. HIS (2018)
Ana Maria A. C. Rocha, Ana I. Pereira, A. Ismael F. Vaz
Build Orientation Optimization Problem in Additive Manufacturing. ICCSA (2) (2018)
Gabriela Amaral, Lino A. Costa, Ana Maria A. C. Rocha, Leonilde Rocha Varela, Ana Madureira
Application of the Simulated Annealing Algorithm to Minimize the makespan on the Unrelated Parallel Machine Scheduling Problem with Setup Times. HIS (2018)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Filter-based DIRECT method for constrained global optimization. J. Glob. Optim. 71 (3) (2018)
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
Preface to the Special Issue "GOW'16". J. Glob. Optim. 71 (3) (2018)
M. Fernanda P. Costa, Rogério B. Francisco, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Theoretical and Practical Convergence of a Self-Adaptive Penalty Algorithm for Constrained Global Optimization. J. Optim. Theory Appl. 174 (3) (2017)
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
On a smoothed penalty-based algorithm for global optimization. J. Glob. Optim. 69 (3) (2017)
M. Joseane F. G. Macêdo, M. Fernanda P. Costa, Ana Maria A. C. Rocha, Elizabeth W. Karas
Combining Filter Method and Dynamically Dimensioned Search for Constrained Global Optimization. ICCSA (3) (2017)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Continuous Relaxation of MINLP Problems by Penalty Functions: A Practical Comparison. ICCSA (3) (2017)
Florbela P. Fernandes, M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Improving Efficiency of a Multistart with Interrupted Hooke-and-Jeeves Filter Search for Solving MINLP Problems. ICCSA (1) (2016)
Ana Maria A. C. Rocha, Marisa C. Martins, M. Fernanda P. Costa, Edite M. G. P. Fernandes
Direct Sequential Based Firefly Algorithm for the \alpha -Pinene Isomerization Problem. ICCSA (1) (2016)
Rogério B. Francisco, M. Fernanda P. Costa, Ana Maria A. C. Rocha
Extensions of Firefly Algorithm for Nonsmooth Nonconvex Constrained Optimization Problems. ICCSA (1) (2016)
Ana Maria A. C. Rocha, Andreia Silva, Jorge Gustavo Rocha
A New Competitive Implementation of the Electromagnetism-Like Algorithm for Global Optimization. ICCSA (2) (2015)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Combining Non-dominance, Objective-order and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization. EMO (1) (2015)
Md. Abul Kalam Azad, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Solving Large 0-1 Multidimensional Knapsack Problems by a New Simplified Binary Artificial Fish Swarm Algorithm. J. Math. Model. Algorithms Oper. Res. 14 (3) (2015)
Md. Abul Kalam Azad, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Improved binary artificial fish swarm algorithm for the 0-1 multidimensional knapsack problems. Swarm Evol. Comput. 14 (2014)
Rogério B. Francisco, M. Fernanda P. Costa, Ana Maria A. C. Rocha
Experiments with Firefly Algorithm. ICCSA (2) (2014)
Gisela C. Vieira Ramadas, Edite M. G. P. Fernandes, Ana Maria A. C. Rocha
Multiple Roots of Systems of Equations by Repulsion Merit Functions. ICCSA (2) (2014)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
An artificial fish swarm algorithm based hyperbolic augmented Lagrangian method. J. Comput. Appl. Math. 259 (2014)
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
A filter-based artificial fish swarm algorithm for constrained global optimization: theoretical and practical issues. J. Glob. Optim. 60 (2) (2014)
Humberto Rocha, Ana Maria A. C. Rocha, Joana Matos Dias, Brigida Costa Ferreira, Maria do Carmo Lopes
IMRT Beam Angle Optimization Using Electromagnetism-Like Algorithm. ICCSA (2) (2014)
Adriana Santos, Elisabete Freitas, Susana Faria, Joel R. M. Oliveira, Ana Maria A. C. Rocha
Degradation Prediction Model for Friction in Highways. ICCSA (3) (2014)
Marco Dourado, José Meireles, Ana Maria A. C. Rocha
A Global Optimization Approach Applied to Structural Dynamic Updating. ICCSA (2) (2014)
Md. Abul Kalam Azad, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
A simplified binary artificial fish swarm algorithm for 0-1 quadratic knapsack problems. J. Comput. Appl. Math. 259 (2014)
M. Fernanda P. Costa, Ana Maria A. C. Rocha, Rogério B. Francisco, Edite M. G. P. Fernandes
Heuristic-Based Firefly Algorithm for Bound Constrained Nonlinear Binary Optimization. Adv. Oper. Res. 2014 (2014)
Cristina S. Rodrigues, Ana Maria A. C. Rocha
Analysing Students' Attitudes Towards the Learning of Specialized Software. ICCSA (Workshops/Short Papers/Posters) (2014)
Ana Maria A. C. Rocha, Rita Vilaça
A Computational Study on Different Penalty Functions with DIRECT Algorithm. ICCSA (1) (2013)
Ana Cristina M. Ferreira, Ana Maria A. C. Rocha, Senhorinha F. C. F. Teixeira, Manuel L. Nunes, Luís B. Martins
On Solving the Profit Maximization of Small Cogeneration Systems. ICCSA (3) (2012)
Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
An Artificial Fish Swarm Filter-Based Method for Constrained Global Optimization. ICCSA (3) (2012)
Md. Abul Kalam Azad, Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Solving Multidimensional 0-1 Knapsack Problem with an Artificial Fish Swarm Algorithm. ICCSA (3) (2012)
Miguel Oliveira, Cristina P. Santos, Ana Maria A. C. Rocha, Lino A. Costa, Manuel Ferreira
Applying an Elitist Electromagnetism-Like Algorithm to Head Robot Stabilization. ICCSA (3) (2011)
Ana Maria A. C. Rocha, Edite M. G. P. Fernandes, Tiago F. M. C. Martins
Novel Fish Swarm Heuristics for Bound Constrained Global Optimization Problems. ICCSA (3) (2011)
Miguel Oliveira, Cristina P. Santos, Lino A. Costa, Ana Maria A. C. Rocha, Manuel Ferreira
Head Motion Stabilization During Quadruped Robot Locomotion: Combining CPGs and Stochastic Optimization Methods. Int. J. Nat. Comput. Res. 2 (1) (2011)
Ana Maria A. C. Rocha, Tiago F. M. C. Martins, Edite M. G. P. Fernandes
An augmented Lagrangian fish swarm based method for global optimization. J. Comput. Appl. Math. 235 (16) (2011)
Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Hybridizing the electromagnetism-like algorithm with descent search for solving engineering design problems. Int. J. Comput. Math. 86 (10&11) (2009)
Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Modified movement force vector in an electromagnetism-like mechanism for global optimization. Optim. Methods Softw. 24 (2) (2009)
Cristina P. Santos, Miguel Oliveira, Ana Maria A. C. Rocha, Lino A. Costa
Head motion stabilization during quadruped robot locomotion: Combining dynamical systems and a genetic algorithm. ICRA (2009)
Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Feasibility and Dominance Rules in the Electromagnetism-Like Algorithm for Constrained Global Optimization. ICCSA (2) (2008)
Ana Maria A. C. Rocha, Edite M. G. P. Fernandes
Implementation of the Electromagnetism-Like Algorithm with a Constraint-Handling Technique for Engineering Optimization Problems. HIS (2008)
Ana Maria A. C. Rocha, Edite M. G. P. Fernandes, João L. C. Soares
A First-Order epsilon-Approximation Algorithm for Linear Programs and a Second-Order Implementation. ICCSA (4) (2005)