M. Fernanda P. Costa

Orcid: 0000-0001-6235-286X

According to our database1, M. Fernanda P. Costa authored at least 46 papers between 2008 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservation.
CoRR, 2024

Neural Fractional Differential Equations.
CoRR, 2024

A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks.
CoRR, 2024

Enhancing continuous time series modelling with a latent ODE-LSTM approach.
Appl. Math. Comput., 2024

Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023
A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs.
CoRR, 2023

Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data.
CoRR, 2023

Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Application of a Self-supervised Learning Technique for Monitoring Industrial Spaces.
Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities.
Proceedings of the Artificial Intelligence for Knowledge Management, Energy and Sustainability, 2023

2022
A Kernel Clustering Algorithm Based on Diameters.
Proceedings of the Optimization, Learning Algorithms and Applications, 2022

2021
A Simple Clustering Algorithm Based on Weighted Expected Distances.
Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Optimal Control by Multiple Shooting and Weighted Tchebycheff Penalty-Based Scalarization.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

A Clustering Algorithm Based on Fitness Probability Scores for Cluster Centers Optimization.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020
Filter-based stochastic algorithm for global optimization.
J. Glob. Optim., 2020

Single Screw Extrusion Optimization Using the Tchebycheff Scalarization Method.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Simplified Tabu Search with Random-Based Searches for Bound Constrained Global Optimization.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Penalty-Based Heuristic DIRECT Method for Constrained Global Optimization.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2019
A Population-Based Stochastic Coordinate Descent Method.
Proceedings of the Optimization of Complex Systems: Theory, 2019

Objective and Violation Upper Bounds on a DIRECT-Filter Method for Global Optimization.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

2018
Preface to the Special Issue "GOW'16".
J. Glob. Optim., 2018

Filter-based DIRECT method for constrained global optimization.
J. Glob. Optim., 2018

On a multiobjective optimal control of a tumor growth model with immune response and drug therapies.
Int. Trans. Oper. Res., 2018

2017
Theoretical and Practical Convergence of a Self-Adaptive Penalty Algorithm for Constrained Global Optimization.
J. Optim. Theory Appl., 2017

On a smoothed penalty-based algorithm for global optimization.
J. Glob. Optim., 2017

Combining Filter Method and Dynamically Dimensioned Search for Constrained Global Optimization.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

Continuous Relaxation of MINLP Problems by Penalty Functions: A Practical Comparison.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

2016
Direct Sequential Based Firefly Algorithm for the \alpha -Pinene Isomerization Problem.
Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

Extensions of Firefly Algorithm for Nonsmooth Nonconvex Constrained Optimization Problems.
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.
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.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

2014
A filter-based artificial fish swarm algorithm for constrained global optimization: theoretical and practical issues.
J. Glob. Optim., 2014

An artificial fish swarm algorithm based hyperbolic augmented Lagrangian method.
J. Comput. Appl. Math., 2014

Heuristic-Based Firefly Algorithm for Bound Constrained Nonlinear Binary Optimization.
Adv. Oper. Res., 2014

Experiments with Firefly Algorithm.
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.
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.
Proceedings of the Computational Science and Its Applications - ICCSA 2013, 2013

An evolutionary algorithm based pattern search approach for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
An Artificial Fish Swarm Filter-Based Method for Constrained Global Optimization.
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

A Derivative-Free Filter Driven Multistart Technique for Global Optimization.
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.
Int. Trans. Oper. Res., 2011

Nonlinear Optimization for Human-Like Movements of a High Degree of Freedom Robotics Arm-Hand System.
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.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

2008
Practical implementation of an interior point nonmonotone line search filter method.
Int. J. Comput. Math., 2008


  Loading...