publicações selecionadas
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artigo académico
- Influência da temperatura de extrusão nas propriedades reológicas do bioplástico de glúten de trigo. Revista de Ciências Agrárias. 2014
- Extrusion and characterization of nanoclay filled polypropylene. Advances in Production Engineering and Management. 2013
- Flow and Heat Transfer Along the Length of a Co-rotating Twin Screw Extruder. Polymer - Plastics Technology and Engineering. 2012
- MANUAL OF EVOLUTIONARY AND METAHEURISTIC COMPUTATION Introduction. Manual de Computacao Evolutiva E Metaheuristica. 2012
- Multi-Objective Evolutionary Algorithms. Manual de Computacao Evolutiva E Metaheuristica. 2012
- {Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach}. InternationalJournal of Natural Computing Research. 2010
- Use of Multi-objective Evolutionary Algorithms in Extrusion Scale-Up. Applications of Soft Computing. 2009
- Evolutionary Multi-Criterion Optimization 2007
- Application of evolutionary algorithms to the design of barrier screws for single screw extruders. Applied Soft Computing Technologies: the Challenge of Complexity. 2006
- Modelling of mixing in single screw extruders. ADVANCED MATERIALS FORUM III, PTS 1 AND 2. 2006
- {Modelling of Mixing in Single Screw Extruders}. Key Engineering Materials. 2006
- Defining the configuration of co-rotating twin-screw extruders with multiobjective evolutionary algorithms. Polymer Engineering and Science. 2005
- {A Multi-Objective Evolutionary Algorithm using Neural Networks to Approximate Fitness Evaluations}. InternationalJournal of Computers Systems and Signals. 2005
- {Using multi-objective evolutionary algorithms to optimize mechanical properties of injection molded part}. InternationalPolymer Processing. 2005
- Modelling of the Grafting of Maleic Anhydride onto Polyethylene in an Extruder. Key Engineering Materials. 2004
- {Modelling of the Grafting of Maleic Anhydride onto Polyethylene in an Extruder}. Key Engineering Materials. 2004
- {Optimisation-based design of extruders}. Plastics Rubber and Composites: Macromolecular Engineering. 2004
- {Optimization of Processing Conditions for Polymer Twin-screw Extrusion}. InternationalPolymer Processing. 2002
- {An optimization approach to practical problems in plasticating single screw extrusion}. Polymer Engineering and Science. 1999
- Optimization of polymer extrusion with genetic algorithms. IMAJ. of Math. Appl. in Business and Industry. 1998
- {Optimisation of single screw extrusion. Theoretical and experimental results}. InternationalJournal of Forming Processes. 1998
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artigo de conferência
- SETTING THE OPTIMAL SHEET THICKNESS DISTRIBUTION FOR PLASTICS THERMOFORMING BY MULTI-OBJECTIVE OPTIMIZATION 2022
- Combining artificial neural networks and evolution to solve multiobjective knapsack problems 2019
- Information to the Eye of the Beholder: Data Visualization for Many-Objective Optimization 2018
- Competitive coevolutionary algorithm for robust multi-objective optimization: The worst case minimization 2016
- Selection of Solutions in Multi-Objective Optimization: Decision Making and Robustness Application to Polymer Extrusion 2014
- An evolutionary algorithm based pattern search approach for constrained optimization 2013
- {A scaling-up methodology for co-rotating twin-screw extruders} 2011
- {Aesthetic Design Using Multi-Objective} 2011
- {Experimental evaluation of some preference parametrization schemes} 2011
- {Flow Dynamics and Structure of solid pellets along the channel of a single screw extruder} 2011
- {Morphology Development of Immiscible Polymer Blends during Melting in Single- Screw Extruders : Effect of Composition and Compatibilization} 2011
- Financial distress model prediction using SVM+. IEEE International Joint Conference on Neural Networks (IJCNN). 2010
- {Assessment of an hybrid multi-objective pattern search filter method} 2010
- {Melting of immiscible and compatibilized polymer blends in single-screw extruders} 2010
- {Multi-objective optimization of injection moulding} 2010
- {Assessing the quality of the relation between scalarizing function parameters and solutions in multiobjective optimization} 2009
- {M\'{e}todos espectrais aplicados ao filme de Fundido de um processo de extrus\~{a}o de Pol\'{\i}meros} 2009
- {Use of multi-objective evolutionary algorithms to scale-up polymer extrusion} 2009
- {Assessing the Mixing Performance of Extruders : Indices and Scale-up} 2008
- {Numerical and experimental study of agglomerate dispersion in polymer extrusion} 2008
- {Re-visiting extrusion scale-up} 2008
- {The use of global mixing indices to assess mixing efficiency in single screw extrusion} 2008
- A new methodology to select the preferred solutions from the pareto-optimal set: Application to polymer extrusion 2007
- Computational and experimental study of mixing in a single screw extruder 2007
- Effect of tailored-shear extrusion on the morphology-property relationship in nylon 6/CNF composites 2007
- Methodology to select solutions from the pareto-optimal set: A comparative study 2007
- Modelling flow and heat transfer in Co-rotating twin-screw extruders 2007
- Predicting distributive and dispersive mixing in polymer extrusion 2007
- The use of DEM to capture the dynamics of the flow of solid pellets in a single screw extruder 2007
- {A New Methodology to Select the Preferred Solutions from the Pareto Optimal Set: Application to Polymer Extrusion} 2007
- {Co-rotating twin screw extrusion: how changes in processing parameters affect flow and temperature} 2007
- {Computational and Experimental Study of Mixing in a Single Screw Extruder} 2007
- {Dynamic Vulcanisation of PP / EPDM Blends : Influence of PP viscosity in the crosslink reaction} 2007
- {Effect of Tailored-Shear Extrusion on the Morphology-Property Relationship in Nylon 6/Cnf Composites} 2007
- {Modelling Flow and Heat Transfer in Co Rotating Twin Screw Extruders} 2007
- {Phase Inversion during Dynamic Vulcanisation of PP/EPDM blends} 2007
- {Predicting Distributive and Dispersive Mixing in Polymer Extrusion} 2007
- {Scaling-down, scaling-up: from industry to the lab and back} 2007
- {The Use of DEM to Capture the Dynamics of the Flow of Solid Pellets in a Single Screw Extruder} 2007
- {Towards the selection of solutions from Pareto frontiers in Multi-Objective environments} 2007
- {Understanding the initial stages of the conveying of loose pellets in a single screw extruder} 2007
- Modeling agglomerate dispersion in single screw extruders 2006
- Optimising the calibration system layout in profile extrusion 2006
- Solving the twin screw extrusion configuration problem: A plasticating modelling program 2006
- {A Multi-Variable Scale-up Method for Plasticating Extruders} 2006
- {Application of Evolutionary Algorithms to the Design of Barrier Screws for Single Screw Extruders} 2006
- {Application of a Structured Multiobjective Evolutionary Algorithm to the Design of Screws for Polymer Extrusion} 2006
- {Dynamic Crosslinking of PP/EPDM Blends: Blend Phase Morphology and Crosslinking Reaction} 2006
- {Optimising the Calibration System Layout in Profile Extrusion} 2006
- {Robustness using Multi-Objective Evolutionary Algorithms} 2006
- {Selection of Solutions in a Multi-Objective Environment: Application to Polymer Extrusion and Injection Molding} 2006
- {Solving The Combinatorial Optimisation Twin-Screw Design Problem Using Meta-Heuristics} 2006
- {Solving the Twin Screw Extrusion Configuration Problem: A Plasticating Modelling Program} 2006
- {Towards the Design and Optimization of Twin-Screw Extruders – A Plasticating Modelling Program} 2006
- {A Multi-Objective Evolutionary Algorithm for Solving Traveling Salesman Problems: Application to the Design of Polymer Extruders} 2005
- Processing and properties of carbon nanofiber/thermoplastic composites 2004
- {A hybrid multi-objective evolutionary algorithm using an inverse neural network} 2004
- {Advances in the design of plasticating and forming tools for extrusion lines} 2004
- {E-xtruder.net: An environment for extrusion simulation} 2004
- {Modeling of Grafting Reactions During Extrusion} 2004
- {Multi-objective optimization: Hybridization of an evolutionary algorithm with artificial neural networks for fast convergence} 2004
- {Optimisation of the low-shear compounding of carbon nanofibre / polymer composites} 2004
- {Using Multi-Objective Evolutionary Algorithms To Optimize The Morphology Of Injection Moulded Parts For Enhanced Mechanical Properties} 2004
- {A multi-objective evolutionary algorithm using approximate fitness evaluation} 2003
- {A real-world test problem for EMO algorithms} 2003
- {Designing equipment for extrusion lines} 2003
- Optimization of Polymer Twin-Screw Extrusion using Genetic Algorithms 2002
- {An Optimisation Methodology for Setting the Operating Conditions in Twin-screw Extrusion} 2002
- {RPSGAe - A Multiobjective Genetic Algorithm with Elitism: Application to Polymer Extrusion} 2002
- {RPSGAe - Reduced Pareto Set Genetic Algorithm: A Multiobjective Genetic Algorithm with Elitism} 2002
- {Reduced Pareto Set Genetic Algorithm (RPSGAe): A Comparative Study} 2002
- {The Effect of Polymer Viscosity on Single Screw Extrusion} 2002
- {Design of extrusion screws using an optimisation approach.} 2001
- {Designing Screws for Polymer Extrusion using Genetic Algorithms} 2001
- {Designing screws for polymer extrusion} 2001
- {Optimisation of Polymer Twin-Screw Extrusion using Genetic Algorithms} 2001
- {The Design of Screws For Polymer Extrusion Using an Optimisation Approach} 2001
- {An Optimization Methodology using Genetic Algorithms for Solving Polymer Single Screw Extrusion Problems} 1998
- {Use of Genetic Algorithms in Multicriteria Optimization to Solve Industrial Problems} 1997
- {Optimisation of Plasticating Single Screw Extrusion} 1996
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artigo de revista
- Artificial intelligence in single screw polymer extrusion: Learning from computational data. Engineering Applications of Artificial Intelligence. 2022
- Design and validation of an innovative 3D printer containing a co-rotating twin screw extrusion unit. Additive Manufacturing. 2022
- Regularization-free multicriteria optimization of polymer viscoelasticity model. Applied Soft Computing. 2022
- Optimization of Polymer Processing: A Review (Part II-Molding Technologies). Materials. 2022
- Optimization of Polymer Processing: A Review (Part I-Extrusion). Materials. 2022
- Multi-Objective Optimization of Plastics Thermoforming. Biology. 2021
- Scalable and customizable benchmark problems for many-objective optimization. Applied Soft Computing. 2020
- Neuroevolution for solving multiobjective knapsack problems. Expert Systems with Applications. 2019
- Optimization of injection stretch blow molding: Part I - Defining part thickness profile. International Polymer Processing. 2019
- Modeling and Optimization of the Injection-Molding Process: A Review. Advances in Polymer Technology. 2018
- Using multiobjective optimization algorithms and decision making support to solve polymer extrusion problems. Polymer Engineering and Science. 2018
- Methodology to select solutions for multiobjective optimization problems: Weighted stress function method. Journal of Multi-Criteria Decision Analysis. 2017
- Multiobjective evolutionary algorithm based on vector angle neighborhood. Swarm and Evolutionary Computation. 2017
- Portfolio implementation risk management using evolutionary multiobjective optimization. Applied Sciences. 2017
- Influence of twin-screw configuration on the mechanical and morphological properties of polypropylene - Clay composites. International Journal of Materials & Product Technology. 2016
- Feedback-control operators for improved Pareto-set description: Application to a polymer extrusion process. Engineering Applications of Artificial Intelligence. 2015
- Hybrid algorithms for the twin-screw extrusion configuration problem. Applied Soft Computing. 2014
- The influence of pellet-barrel friction on the granular transport in a single screw extruder. Powder Technology. 2014
- The Plasticating Sequence in Barrier Extrusion Screws Part II: Experimental Assessment. Polymer - Plastics Technology and Engineering. 2014
- An integrated approach to automated innovization for discovering useful design principles: Case studies from engineering. Applied Soft Computing. 2014
- Evolutionary robustness analysis for multi-objective optimization: Benchmark problems. Structural and Multidisciplinary Optimization. 2014
- Modeling of Plasticating Injection Molding - Experimental Assessment. International Polymer Processing. 2014
- Self-adaptive MOEA feature selection for classification of bankruptcy prediction data. The Scientific World Journal. 2014
- The plasticating sequence in barrier extrusion screws part I: Modeling. Polymer Engineering and Science. 2014
- A Quantitative Approach to Assess the Mixing Ability of Single Screw Extruders for Polymer Extrusion. Journal of Polymer Engineering. 2012
- Laboratory modular instrumented single screw extruder for optimisation of polymer processing. Plastics Rubber and Composites Processing and Applications. 2012
- Multi-Objective Ant Colony Optimization for the Twin-Screw Configuration Problem. Engineering Optimization. 2012
- Rheological and Thermal Characteristics of Wheat Gluten Biopolymers Plasticized with Glycerol. Quimica Nova. 2012
- Modelling pellet flow in single extrusion with DEM. Proceedings of the Institution of Mechanical Engineers Part E-Journal of Process Mechanical Engineering. 2011
- Application of Evolutionary Algorithms to the Definition of the Optimal Twin-Screw Extruder Configuration for Starch Cationization. Polymer Engineering and Science. 2011
- Engineering an efficient two-phase local search algorithm for the co-rotating twin-screw extruder configuration problem. Energy Policy. 2011
- Morphology development and phase inversion during dynamic vulcanisation of EPDM/PP blends. European Polymer Journal. 2011
- Multi-objective memetic algorithm: Comparing artificial neural networks and pattern search filter method approaches. Energy Policy. 2011
- Estimation of the Morphology Development of Immiscible Liquid-Liquid Systems during Single Screw Extrusion. Polymer Engineering and Science. 2010
- Dynamics of Filler Size and Spatial Distribution in a Plasticating Single Screw Extruder – Modeling and Experimental Observations. International Polymer Processing. 2010
- Melting of polymer blends in single-screw extrusion - an experimental study. International Journal of Material Forming. 2010
- Extrusion Scale-up: An Optimization-based Methodology. International Polymer Processing. 2009
- Using multi-objective evolutionary algorithms for optimization of the cooling system in polymer injection molding. International Polymer Processing. 2009
- Global Mixing Indices for Single Screw Extrusion. International Journal of Material Forming. 2008
- Design of calibrators for profile extrusion - Optimizing multi-step systems. International Polymer Processing. 2008
- Robustness in multi-objective optimization using evolutionary algorithms. Computational Optimization and Applications. 2008
- Tailored shear extrusion of carbon nanofibre/polyamide composites and its effect on electrical percolation threshold. Plastics Rubber and Composites Processing and Applications. 2006
- Continuous Production of Polycarbonate-Carbon Nanotube Composites. Journal of Polymer Engineering. 2005
- Using Multi-Objective Evolutionary Algorithms to Optimize Mechanical Properties of Injection Molded Parts. International Polymer Processing. 2005
- Optimization of Processing Conditions for Polymer Twin-Screw Extrusion. International Polymer Processing. 2002
- The Design of Extrusion Screws: An Optimization Approach. International Polymer Processing. 2001
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capítulo de livro
- Reducing the number of objectives for many-objectives optimization: empirical analysis of a machine learning approach 2023
- Application of Artificial Intelligence Techniques in the Optimization of Single Screw Polymer Extrusion 2022
- Setting the optimal sheet thickness distribution for plastics thermoforming by multi-objective optimization 2022
- Multi-objective Robustness Analysis of the Polymer Extrusion Process 2021
- Single Screw Extrusion Optimization Using the Tchebycheff Scalarization Method. Computational Methods in Applied Sciences. 2020
- On Multi-Objective Evolutionary Algorithms. Applied Optimization. 2010
- {Evolutionary Multi-Objective Robust Optimization} 2008
- Selection of solutions in a multi-objective environment: polymer extrusion a case study 2007
- A multi-objective evolutionary algorithm for solving traveling salesman problems: Application to the design of polymer extruders 2005
- Aplicacação de uma Metodologia de Optimização na Extrusão de Compósitos Termoplásticos com Nanofibras de Carbono 2005
- Extrusoras de Laboratório para Actividades de I\&D 2005
- Modelação da Misturas de Polímeros em Extrusoras Monofuso 2005
- Projecto Assistido por Computador de Parafusos para Extrusoras 2005
- e-xtruder.net - Concepção e Desenvolvimento de um Sistema Automático de Modelação e Optimização de Extrusoras} 2005
- RPSGAe--Reduced Pareto Set Genetic Algorithm: Application to Polymer Extrusion 2004
- The Use of Evolutionary Algorithms to Solve Practical Problems in Polymer Extrusion 2004
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documento
- EVOLUTIONARY MULTI-OBJECTIVE OPTIMIZATION OF SHOE SOLE DAMPER GEOMETRY: DATA MINING AND DECISION MAKING 2023
- Feature selection using multiobjective evolutionary algorithms based on decision tree classifiers 2018
- Bankruptcy Prediction: A Multi-Objective Optimization Approach 2011
- Feature Selection Using Multi-Objective Evolutionary Algorithms: Application to Cardiac SPECT Diagnosis 2011
- Optimization in Polymer Processing 2011
- Soft Computing in Industrial Applications 2011
- Soft Computing in Industrial Applications: Algorithms, Integration, and Success Stories 2011
- Application of Pareto Local Search and Multi-Objective Ant Colony Algorithms to the Optimization of Co-Rotating Twin Screw Extruders Twin-screw Extrusion Configuration Problem Multi-Objective Optimization 2009
- Multi-Objective Memetic Algorithm using Pattern Search Filter Methods Memetic Multi-Objective Algorithm 2009
- Métodos espectrais aplicados ao filme de Fundido de um processo de extrusão de Polímeros 2009
- {The Use of an Optimisation Approach to the Design of Extrusion Screw} 2000
- {Genetic Algorithms in Multiobjective Optimization Problems: An Application to Polymer Extrusion} 1999
- {Multiobjective Genetic Algorithms in Polymer Single Screw Extrusion Problems} 1998
- {Factores Affecting the Perfomance of Calibrators for the Extrusion of Plastics Profiles} 1997
- {Genetic Algoritms in Polymer Optimisation} 1997
- {Optimisation of Single Screw Extrusion With Evolutionary Algorithms} 1997
- {Solving Extrusion Problems - Comparison Between Theoretical and Experimental Approaches} 1997
- {Application of Genetic Algorithms to Single Screw Extrusion} 1996
- {Optimization of Single Screw Extrusion With Genetic Algorithms} 1995
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livro
- Evolving Neural Networks To Optimize Material Usage in Blow Molded Containers 2019
- Neuroevolutionary multiobjective methodology for the optimization of the injection blow molding process 2019
- Weighted stress function method for multiobjective evolutionary algorithm based on decomposition 2017
- A model for a human decision-maker in a polymer extrusion process 2015
- Evolutionary Multi-Criterion Optimization: 8th International Conference, EMO 2015 Guimarães, Portugal, March 29 - April 1, 2015 Proceedings, Part I 2015
- Evolutionary multi-criterion optimization: 8th international conference, EMO 2015 Guimarães, Portugal, March 29 - April 1, 2015 proceedings, Part II 2015
- Multi-Objective Optimization of Gate Location and Processing Conditions in Injection Molding Using MOEAs: Experimental Assessment 2015
- Preface 2015
- Aesthetic design using multi-objective evolutionary algorithms 2011
- Extending optimization algorithms to complex engineering problems 2011
- Introduction 2011
- Polymer extrusion - setting the operating conditions and defining the screw geometry 2011
- Preface 2011
- Reactive extrusion - optimization of representative processes 2011
- Feature selection for bankruptcy prediction: A multi-objective optimization approach 2010
- Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptcy Prediction 2010
- Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Search 2010
- WSC 14 chair's welcome message 2010
- Modelling of mixing in single screw extruders 2006
- Robustness using multi-objective evolutionary algorithms 2006
- Modelling of the grafting of maleic anhydride onto polyethylene in an extruder 2004