publicações selecionadas
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artigo académico
- A Suite of XAI techniques for Understanding Neural Ordinary Differential Equations 2023
- Enhancing Continuous Time Series Mo- delling with a Latent ODE-LSTM Approach 2023
- Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach 2023
- Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data 2023
- Optimal control model of immunotherapy for autoimmune diseases. Math. Meth. Appl. Sci.. 2021
- Comparison of Interior Point Filter Line Search Strategies for Constrained Optimization by Performance Profiles. International Journal of Mathematical Models and Methods in Applied Sciences. 2007
- On interior point multidimensional filter line search methods for constrained optimization. WSEAS Transactions on Circuits and Systems. 2007
- Monotone and nonmonotone implementations of an interior-point SQP filter line search algorithm. WSEAS Transactions on Circuits and Systems. 2006
- A primal-dual interior-point algorithm for nonlinear least squares constrained problems. Top. 2005
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artigo de conferência
- A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs 2023
- A Study on Adaptive Penalty Functions in Neural ODEs for Real Systems Modeling 2023
- Prior knowledge meets Neural ODEs: a two-stage training method for improved explainabilitty 2023
- An Exploratory Two-Phase Heuristic DIRECT for Bound Constrained Global Optimization 2023
- Prior knowledge meets neural odes: a two stage training method for improved explainability 2023
- The role of adaptive activation functions in Fractional Physics-Informed Neural Networks 2022
- A Penalty Scheme for the Tchebycheff scalarization method to otimize the single screw extrusion 2022
- Multi-objective polymer single screw extruder optimization 2022
- Improving public parking by using artificial intelligence 2021
- Optimization of traffic lights using Supervised Learning 2021
- The Influence of the Optimization Algorithm in the Solution of the Fractional Laplacian Equation by Neural Networks 2021
- Development of a machine learning model and a user interface to detect illegal swimming pools 2021
- Sequential Adding Clustering Algorithm 2021
- The influence of the optimisation algorithm in the solution of the Fractional Laplacian Equation by neural networks 2021
- A stochastic coordinate descent for bound constrained global optimization. AIP Conference Proceedings. 2019
- Exploring a multi-objective approach for optimal control problems via a direct multiple shooting method 2019
- Replanning the Irrigation Systems 2019
- Extension of the firefly algorithm and preference rules for solving MINLP problems. AIP Conference Proceedings. 2017
- Comparing immune-tumor growth models with drug therapy using optimal control. AIP Conference Proceedings. 2016
- Comparison of penalty functions on a penalty approach to mixed-integer optimization. AIP Conference Proceedings. 2016
- Solving MINLP Problems by a Penalty Framework 2016
- Superquadrics objects representation for robot manipulation. AIP Conference Proceedings. 2016
- A firefly dynamic penalty approach for solving engineering design problems. AIP Conference Proceedings. 2015
- Global vs. local nonlinear optimization techniques for human-like movement of an anthropomorphic robot. AIP Conference Proceedings. 2015
- Interrupted searches in the BBMCSFilter context for MINLP problems. AIP Conference Proceedings. 2015
- Nonlinear optimization for human-like synchronous movements of a dual arm-hand robotic system. AIP Conference Proceedings. 2015
- Two-Swarm Cooperative Artificial Fish Algorithm for Bound Constrained Global Optimization 2014
- A modified fractional Zener model to describe the behaviour of a carbon fibre reinforced polymer. AIP Conference Proceedings. 2013
- An evolutionary algorithm based pattern search approach for constrained optimization 2013
- Generating human-like movements on an anthropomorphic robot using an interior point method. AIP Conference Proceedings. 2013
- Hooke and Jeeves based multilevel coordinate search to globally solving nonsmooth problems. AIP Conference Proceedings. 2013
- Irrigation planning: Replanning and numerical solution. AIP Conference Proceedings. 2013
- Multistart Hooke and Jeeves filter method for mixed variable optimization. AIP Conference Proceedings. 2013
- AFSFilter: Artificial Fish Swarm Filter-Based Algorithm for Global Optimization 2012
- Generalized fractional Maxwell model: Parameter estimation of a viscoelastic material. AIP Conference Proceedings. 2012
- On a hyperbolic augmented lagrangian artificial fish swarm based method: convergence issues 2012
- Stopping rules effect on a derivative-free filter multistart algorithm for multilocal programming 2012
- Assessment of a Hybrid Approach for Nonconvex Constrained MINLP Problems 2011
- Human-Like Movement of an Anthropomorphic Robot: Problem Revisited. AIP Conference Proceedings. 2011
- On a primal-dual interior point filter method. AIP Conference Proceedings. 2011
- Parameter estimation of viscoelastic materials: A test case with different optimization strategies. AIP Conference Proceedings. 2011
- A Deterministic-Stochastic Method for Nonconvex MINLP Problems 2010
- Assessment of a Hybrid Multiobjective Pattern Search Filter Method 2010
- Assessment of a primal-dual interior point method using a three-D filter line search strategy. AIP Conference Proceedings. 2010
- Numerical experiments with nonconvex MINLP problems. AIP Conference Proceedings. 2010
- Multi-Objective Memetic Algorithm using Pattern Search Filter Methods 2009
- Comparison of filter line search algorithms in the primal-dual barrier approach for nonlinear programming. AIP Conference Proceedings. 2009
- Incorporating a Four-Dimensional Filter Line Search Method into an Interior Point Framework 2009
- Overview on mixed integer nonlinear programming problems. AIP Conference Proceedings. 2009
- Practical Evaluation of an Interior-Point Three-D Filter Line Search Method using Engineering Design Problems 2009
- A Three-D Filter Line Search Method within an Interior Point Framework 2008
- Efficient solving of engineering design problems by an interior point 3-D filter line search method. AIP Conference Proceedings. 2008
- An interior point filter line search method: Main convergence results. AIP Conference Proceedings. 2007
- Performance Evaluation of an Interior Point Filter Line Search Method for Constrained Optimization 2007
- An interior point filter line search approach for nonlinear programming 2006
- Implementation of an Interior Point Multidimensional Filter Line Search Method for Constrained Optimization 2006
- On the implementation of an interior point SQP filter line search algorithm 2006
- Pratical implementation of an interior point nonmonotone line search filter method 2006
- A SQP based on an interior-point strategy for nonlinear inequality constrained optimization problems 2005
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artigo de revista
- Modelling of smart irrigation with replan and redistribution algorithms. Journal of Sustainable Development of Energy, Water and Environment Systems. 2022
- A Human-like Upper-limb Motion Planner: Generating naturalistic movements for humanoid robots. International Journal of Advanced Robotic Systems. 2021
- Filter-based stochastic algorithm for global optimization. Journal of Global Optimization. 2020
- On Metaheuristics for Solving the Parameter Estimation Problem in Dynamic Systems: A Comparative Study. Journal of Optimization. 2018
- Filter-based DIRECT method for constrained global optimization. Journal of Global Optimization. 2018
- On a multiobjective optimal control of a tumor growth model with immune response and drug therapies. Energy Policy. 2018
- On a smoothed penalty-based algorithm for global optimization. Journal of Global Optimization. 2017
- Theoretical and Practical Convergence of a Self-Adaptive Penalty Algorithm for Constrained Global Optimization. Journal of Optimization Theory and Applications. 2017
- Firefly penalty-based algorithm for bound constrained mixed-integer nonlinear programming. Optimization. 2016
- A shifted hyperbolic augmented Lagrangian-based artificial fish two-swarm algorithm with guaranteed convergence for constrained global optimization. Engineering Optimization. 2016
- Towards Human-like Bimanual Movements in Anthropomorphic Robots: A Nonlinear Optimization Approach. Applied Mathematics and Information Sciences. 2015
- A filter-based artificial fish swarm algorithm for constrained global optimization: theoretical and practical issues. Journal of Global Optimization. 2014
- An artificial fish swarm algorithm based hyperbolic augmented Lagrangian method. Journal of Computational and Applied Mathematics. 2014
- Heuristic-based firefly algorithm for bound constrained nonlinear binary optimization. Advances in Operations Research. 2014
- Multiple solutions of mixed variable optimization by multistart Hooke and Jeeves filter method. Applied Mathematical Sciences. 2014
- Assessing the potential of interior point barrier filter line search methods: Nonmonotone versus monotone approach. Optimization. 2011
- Interior point filter method for semi-infinite programming problems. Optimization. 2011
- Multi-objective memetic algorithm: Comparing artificial neural networks and pattern search filter method approaches. Energy Policy. 2011
- Practical implementation of an interior point nonmonotone line search filter method. International Journal of Computer Mathematics. 2008
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capítulo de livro
- A Filter-based Neural ODE Approach for Modelling Natural Systems with Prior Knowledge Constraints 2023
- Application of a Self-supervised Learning Technique for Monitoring Industrial Spaces 2023
- The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities 2023
- A Clustering Algorithm Based on Fitness Probability Scores for Cluster Centers Optimization. Computational Methods in Applied Sciences. 2021
- A Multiple Shooting Descent-Based Filter Method for Optimal Control Problems. Computational Methods in Applied Sciences. 2021
- A Neuroevolutionary Approach to Feature Selection Using Multiobjective Evolutionary Algorithms. Computational Methods in Applied Sciences. 2021
- A Simple Clustering Algorithm Based on Weighted Expected Distances. Communications in Computer and Information Science. 2021
- A Two-Phase Heuristic Coupled DIRECT Method for Bound Constrained Global Optimization. Computational Methods in Applied Sciences. 2021
- Irrigation Planning with Fine Meshes. Computational Methods in Applied Sciences. 2021
- Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape. Computational Methods in Applied Sciences. 2021
- Optimal Control by Multiple Shooting and Weighted Tchebycheff Penalty-Based Scalarization. Computational Methods in Applied Sciences. 2021
- Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model. Computational Methods in Applied Sciences. 2021
- Recent Developments on the Modelling of Cell Interactions in Autoimmune Diseases 2021
- A Population-Based Stochastic Coordinate Descent Method. AI Communications. 2020
- Objective and Violation Upper Bounds on a DIRECT-Filter Method for Global Optimization. Computational Methods in Applied Sciences. 2020
- Penalty-Based Heuristic DIRECT Method for Constrained Global Optimization. Computational Methods in Applied Sciences. 2020
- Polymer Single Screw Extruder Optmization using Tchebycheff Scalarization Method and Simulated Anneling Algorithm 2020
- Simplified Tabu Search with Random-Based Searches for Bound Constrained Global Optimization. Computational Methods in Applied Sciences. 2020
- Single Screw Extrusion Optimization Using the Tchebycheff Scalarization Method. Computational Methods in Applied Sciences. 2020
- A Penalty Approach for Solving Nonsmooth and Nonconvex MINLP Problems. Springer Proceedings in Mathematics & Statistics. 2018
- Optimization of Single Screw Extrusion 2018
- Combining Filter Method and Dynamically Dimensioned Search for Constrained Global Optimization. Computational Methods in Applied Sciences. 2017
- Continuous Relaxation of MINLP Problems by Penalty Functions: A Practical Comparison. Computational Methods in Applied Sciences. 2017
- Direct Sequential Based Firefly Algorithm for the $$\alpha $$ -Pinene Isomerization Problem. Computational Methods in Applied Sciences. 2016
- Extensions of Firefly Algorithm for Nonsmooth Nonconvex Constrained Optimization Problems. Computational Methods in Applied Sciences. 2016
- Improving Efficiency of a Multistart with Interrupted Hooke-and-Jeeves Filter Search for Solving MINLP Problems. Computational Methods in Applied Sciences. 2016
- Combining Non-dominance, Objective-order and Spread Metric to Extend Firefly Algorithm to Multi-objective Optimization. Computational Methods in Applied Sciences. 2015
- Branch and Bound Based Coordinate Search Filter Algorithm for Nonsmooth Nonconvex Mixed-Integer Nonlinear Programming Problems. Computational Methods in Applied Sciences. 2014
- Experiments with Firefly Algorithm. Computational Methods in Applied Sciences. 2014
- Multilocal Programming: A Derivative-Free Filter Multistart Algorithm. Computational Methods in Applied Sciences. 2013
- A Derivative-Free Filter Driven Multistart Technique for Global Optimization. Computational Methods in Applied Sciences. 2012
- An Artificial Fish Swarm Filter-Based Method for Constrained Global Optimization. Computational Methods in Applied Sciences. 2012
- On Minimizing Objective and KKT Error in a Filter Line Search Strategy for an Interior Point Method. Computational Methods in Applied Sciences. 2011
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documento
- Improving Neural ODEs Explainability: A Two-Stage Training Method for Modeling Constrained Natural Systems 2023
- Not All Roses: The Impact of Neural Networks for Hydropower Plant Management in Agriculture 2023
- Fractional Physics Informed Neural Networks with adaptive activation functions: a numerical study 2022
- A DIRECT Exploratory-based Hyper-rectangle Evaluation for Bound Constrained Global Optimization Problems 2022
- A penalty strategy embedded in the Tchebycheff scalarization method for multi-objective optimization problems 2022
- Implementation of a Deep Learning model capable of detecting objects from satellite images 2021
- Neural Networks and Fractional Differential Equations 2021
- Parameter Estimation for Constitutive Differential Equations: An Optimization Approach 2021
- A kinetic model for the cell interactions in autoimmune diseases 2019
- Mathematical modelling of autoimmunity 2019
- Replanning with fine meshes in irrigation systems 2019
- Feature selection using multiobjective evolutionary algorithms based on decision tree classifiers 2018
- Practical convergence of metaheuristics in the context of a smoothed penalty 2018
- Solving constrained global optimization problems by DIRECT and the filter method 2017
- Proceedings of XIII Global Optimization Workshop (GOW’16) 2016
- A filter-based dynamically dimensioned search algorithm for constrained global optimization 2015
- A firefly multi-objective approach to the phylogenetic tree reconstruction 2015
- A self adaptive penalty firefly algorithm for constrained global optimization 2015
- Firefly Penalty-based Algorithm for Bound Constrained Mixed-Integer Nonlinear Programming 2015
- On a smoothed penalty-based artificial fish swarm algorithm for global optimization 2015
- Theoretical and practical convergence of a self-adaptive penalty firefly algorithm for constrained global optimization 2015
- A global optimization method to solve engineering design problems 2013
- Multistart Coupled with a Derivative-Free Filter Local Search for Locating Multiple Solutions 2012
- On solving mixed-integer nonlinear programming problems by a firefly algorithm 2012
- Reduction method with multistart technique for semi-infinite programming problems 2012
- Performance of nonmonotone filter line search techniques in interior point barrier algorithms for nonlinear programming 2010
- Solving semi-infinite programming problems using filter method 2010
- Assessing the potential of an interior point three-D filter line search for large scale nonlinear optimization problems 2009
- Interior Point Filter Line Search Strategies for Large Scale Optimization: Practical Behavior 2009
- Interior point filter method for semi-infinite programming problems 2009
- On the Implementation of a Primal-dual Interior Point Line Search Filter Method 2007
- A modified SQP method based on an interior point approach for nonlinear programming 2005
- An interior-point algorithm for solving nonlinear least squares constrained problems 2001
- Factorized quasi-Newton structured techniques for nonlinear least squares problems 1999
- Damped Harmonic Oscillator Dataset
- A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs
- Damped Harmonic Oscillator Dataset
- Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach
- Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data. ArXiv.
- Synthetic Chemical Reaction Dataset
- Synthetic Chemical Reaction Dataset
- World Population Growth Dataset
- World Population Growth Dataset
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livro