M. Fernanda P. Costa

According to our database, M. Fernanda P. Costa authored at least 45 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservation.

C. Coelho, M. Jing, M. Fernanda P. Costa, Luis L. Ferrás

CoRR, 2024

Neural Fractional Differential Equations.

C. Coelho, M. Fernanda P. Costa, L. L. Ferrás

CoRR, 2024

A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks.

C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás

CoRR, 2024

2023

The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities.

C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás

CoRR, 2023

A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs.

C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás

CoRR, 2023

Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach.

C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás

CoRR, 2023

Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data.

C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás

CoRR, 2023

Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability.

C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Application of a Self-supervised Learning Technique for Monitoring Industrial Spaces.

V. Magalhães, M. Fernanda P. Costa, M. J. Oliveira Ferreira, T. Pinto, V. Figueiredo

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

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

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

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

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

Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model.

M. Fernanda P. Costa, C. Coelho, Luis L. Ferrás

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

Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape.

C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás, Ana Jacinta Soares

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

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

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

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

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

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

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

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

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

Branch and Bound Based Coordinate Search Filter Algorithm for Nonsmooth Nonconvex Mixed-Integer Nonlinear Programming Problems.

Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes

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

2013

Multilocal Programming: A Derivative-Free Filter Multistart Algorithm.

Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes

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

An evolutionary algorithm based pattern search approach for constrained optimization.

Rituparna Datta, M. Fernanda P. Costa, Kalyanmoy Deb, António Gaspar-Cunha

Proceedings of the IEEE Congress on Evolutionary Computation, 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

A Derivative-Free Filter Driven Multistart Technique for Global Optimization.

Florbela P. Fernandes, M. Fernanda P. Costa, Edite M. G. P. Fernandes

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

2011

Multi-objective memetic algorithm: comparing artificial neural networks and pattern search filter method approaches.

António Gaspar-Cunha, Fernando Mendes, M. Fernanda P. Costa

Int. Trans. Oper. Res., 2011

Nonlinear Optimization for Human-Like Movements of a High Degree of Freedom Robotics Arm-Hand System.

Eliana Costa e Silva, M. Fernanda P. Costa, Estela Bicho, Wolfram Erlhagen

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

On Minimizing Objective and KKT Error in a Filter Line Search Strategy for an Interior Point Method.

M. Fernanda P. Costa, Edite M. G. P. Fernandes

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

2008

Practical implementation of an interior point nonmonotone line search filter method.

M. Fernanda P. Costa, Edite M. G. P. Fernandes

Int. J. Comput. Math., 2008