publicações selecionadas
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artigo académico
- Application of artificial intelligence techniques to select the objectives in the multi-objective optimization of injection molding. International Polymer Processing. 2025
- A Review on Injection Molding: Conformal Cooling Channels, Modelling, Surrogate Models and Multi-Objective Optimization. Polymer. 2025
- Evolutionary Multi-Objective Optimization of Extrusion Barrier Screws: Data Mining and Decision Making. Polymer. 2023
- Many-Objectives Optimization: A Machine Learning Approach for Reducing the Number of Objectives. Mathematical and Computational Applications. 2023
- Machine Learning-Driven Approach for Large Scale Decision Making with the Analytic Hierarchy Process. Biomedicine. 2023
- 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. Biomedicine. 2021
- Scalable and customizable benchmark problems for many-objective optimization. Applied Soft Computing. 2020
- 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
- Hybrid algorithms for the twin-screw extrusion configuration problem. Applied Soft Computing. 2014
- An Engineering Scale-Up Approach using Multi-Objective Optimization. International Journal of Natural Computing Research. 2014
- Flow and Heat Transfer Along the Length of a Co-rotating Twin Screw Extruder. Polymer - Plastics Technology and Engineering. 2012
- A Quantitative Approach to Assess the Mixing Ability of Single Screw Extruders for Polymer Extrusion. International Journal of Environmental Science and Technology. 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
- Multi-objective memetic algorithm: Comparing artificial neural networks and pattern search filter method approaches. Energy Policy. 2011
- Extrusion Scale-up: An Optimization-based Methodology. International Polymer Processing. 2009
- Use of Multi-objective Evolutionary Algorithms in Extrusion Scale-Up. Advances in Intelligent Systems and Computing. 2009
- Melting of PP/PA6 Polymer Blends in Single Screw Extruders – An Experimental Study. Key Engineering Materials. 2008
- 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
- Modelling of Mixing in Single Screw Extruders. Key Engineering Materials. 2006
- Modelling of the Grafting of Maleic Anhydride onto Polyethylene in an Extruder. Key Engineering Materials. 2004
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artigo de conferência
- Optimization of Conformal Cooling Channels for Injection Molding Multi-Objective Artificial Intelligence Techniques 2025
- {A scaling-up methodology for co-rotating twin-screw extruders} 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
- {Assessing the quality of the relation between scalarizing function parameters and solutions in multiobjective optimization} 2009
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capítulo de livro
- Methodology for Designing Injection Molds: Data Mining and Multi-Objective Optimization 2025
- Scalability of Multi-objective Evolutionary Algorithms for Solving Real-World Complex Optimization Problems. International Journal on Software Tools for Technology Transfer. 2023
- A Neuroevolutionary Approach to Feature Selection Using Multiobjective Evolutionary Algorithms. International Journal on Software Tools for Technology Transfer. 2021
- Multi-objective Robustness Analysis of the Polymer Extrusion Process 2021
- On Multi-Objective Evolutionary Algorithms. Applied Optimization. 2010
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documento
- Evolutionary multi-objective optimisation of shoe sole damper geometry using surrogate models and data mining 2024
- EVOLUTIONARY MULTI-OBJECTIVE OPTIMIZATION OF SHOE SOLE DAMPER GEOMETRY: DATA MINING AND DECISION MAKING 2023
- A penalty strategy embedded in the Tchebycheff scalarization method for multi-objective optimization problems 2022
- 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
- Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Search. Advances in Intelligent Systems and Computing. 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
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livro
- Evolving Neural Networks To Optimize Material Usage in Blow Molded Containers 2019
- Multi-Objective Optimization of Gate Location and Processing Conditions in Injection Molding Using MOEAs: Experimental Assessment 2015
- Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptcy Prediction 2010