M. Fernanda P. Costa
Orcid: 0000-0001-6235-286X
According to our database1,
M. Fernanda P. Costa
authored at least 47 papers
between 2008 and 2024.
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Bibliography
2024
CoRR, 2024
CoRR, 2024
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
A Filter-Based Neural ODE Approach for Modelling Natural Systems with Prior Knowledge Constraints.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 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
Proceedings of the Optimization, Learning Algorithms and Applications, 2022
2021
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
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021
2020
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
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020
2019
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
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
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
J. Comput. Appl. Math., 2014
Heuristic-Based Firefly Algorithm for Bound Constrained Nonlinear Binary Optimization.
Adv. Oper. Res., 2014
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
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
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012
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
Int. J. Comput. Math., 2008