publicações selecionadas
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artigo académico
- Fractional Calculus Meets Neural Networks for Computer Vision: A Survey. AI. 2024
- Enhancing continuous time series modelling with a latent ODE-LSTM approach. Applied Mathematics and Computation. 2024
- Optimal control model of immunotherapy for autoimmune diseases. Math. Meth. Appl. Sci.. 2021
- Superquadrics Objects Representation for Robot Manipulation 2016
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artigo de conferência
- Development of a machine learning model and a user interface to detect illegal swimming pools 2021
- Polymer single screw extruder optimization using tchebycheff scalarization method and simulated annealing algorithm 2020
- A multiple shooting descent-based filter method for optimal control 2019
- A neuroevolutionary approach to feature selection using multiobjective evolutionary algorithms 2019
- A stochastic coordinate descent for bound constrained global optimization. AIP Conference Proceedings. 2019
- A two-phase heuristic coupled DIRECT method for bound constrained global optimization 2019
- Exploring a multi-objective approach for optimal control problems via a direct multiple shooting method 2019
- Irrigation planning with thin meshes 2019
- Recent developments on the modelling of cell interactions in autoimmune diseases". Paper presented in Particle Systems and Partial Differential Equations VI, VII and VIII, Lisboa, 2019. 2019
- Replanning the irrrigation 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
- Distribution based artificial fish swarm in continuous global 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
- 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 primal-dual interior point method using a three-D filter line search strategy. AIP Conference Proceedings. 2010
- Assessment of an hybrid multi-objective pattern search filter method 2010
- Numerical experiments with nonconvex MINLP problems. AIP Conference Proceedings. 2010
- 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
- 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
- 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 2005
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capítulo de livro
- The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities 2024
- Application of a Self-supervised Learning Technique for Monitoring Industrial Spaces 2023
- A penalty scheme for the Tchebycheff scalarization method to optimize the single screw extrusion 2022
- Multi-objective polymer single screw extruder optimization 2022
- 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
- Mathematical modelling of autoimmunity 2019
- Preface to the Special Issue "GOW'16". Journal of Global Optimization. 2018
- Preface of the “Symposium on Numerical Optimization and Applications”. AIP Conference Proceedings. 2016
- Adipogenic cell sheets to recreate in vitro adipose tissue microenvironments. International Review of Neurobiology. 2015
- The role of autophagy on the differentiation potential of adipose stromal cell sheets under normoxia vs hypoxia. International Review of Neurobiology. 2015
- Preface of the “Symposium on numerical optimization and applications”. AIP Conference Proceedings. 2015
- A global optimization method to solve engineering design problems 2013
- Preface of the “Symposium on Numerical Optimization and Applications”. AIP Conference Proceedings. 2013
- 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
- Multi-objective memetic algorithm using pattern search filter methods memetic multi-objective algorithm 2009
- Session on numerical optimization. AIP Conference Proceedings. 2009
- Optimização não linear 2008
- Fractional Calculus Meets Neural Networks For Computer Vision: A Survey
- Neural Fractional Differential Equations
- Neural Fractional Differential Equations: Optimising the Order of the Fractional Derivative
- The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities
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livro