António Gaspar-Cunha

Orcid: 0000-0001-7777-7625

According to our database1, António Gaspar-Cunha authored at least 40 papers between 1997 and 2023.

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Bibliography

2023
Identifying Correlations in Understanding and Solving Many-Objective Optimisation Problems.
Proceedings of the Many-Criteria Optimization and Decision Analysis: State-of-the-Art, 2023

Scalability of Multi-objective Evolutionary Algorithms for Solving Real-World Complex Optimization Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023

2022
Artificial intelligence in single screw polymer extrusion: Learning from computational data.
Eng. Appl. Artif. Intell., 2022

Regularization-free multicriteria optimization of polymer viscoelasticity model.
Appl. Soft Comput., 2022

2020
Scalable and customizable benchmark problems for many-objective optimization.
Appl. Soft Comput., 2020

Single Screw Extrusion Optimization Using the Tchebycheff Scalarization Method.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2019
Neuroevolution for solving multiobjective knapsack problems.
Expert Syst. Appl., 2019

Combining artificial neural networks and evolution to solve multiobjective knapsack problems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Neuroevolutionary Multiobjective Methodology for the Optimization of the Injection Blow Molding Process.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018
Information to the Eye of the Beholder: Data Visualization for Many-Objective Optimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Multiobjective evolutionary algorithm based on vector angle neighborhood.
Swarm Evol. Comput., 2017

Weighted Stress Function Method for Multiobjective Evolutionary Algorithm Based on Decomposition.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

2016
Competitive coevolutionary algorithm for robust multi-objective optimization: The worst case minimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Feedback-control operators for improved Pareto-set description: Application to a polymer extrusion process.
Eng. Appl. Artif. Intell., 2015

A Model for a Human Decision-Maker in a Polymer Extrusion Process.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Multi-Objective Optimization of Gate Location and Processing Conditions in Injection Molding Using MOEAs: Experimental Assessment.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

2014
An Engineering Scale-Up Approach using Multi-Objective Optimization.
Int. J. Nat. Comput. Res., 2014

Hybrid algorithms for the twin-screw extrusion configuration problem.
Appl. Soft Comput., 2014

An integrated approach to automated innovization for discovering useful design principles: Case studies from engineering.
Appl. Soft Comput., 2014

Selection of solutions in multi-objective optimization: Decision making and robustness.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014

2013
An evolutionary algorithm based pattern search approach for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2011
Engineering an efficient two-phase local search algorithm for the co-rotating twin-screw extruder configuration problem.
Int. Trans. Oper. Res., 2011

Multi-objective memetic algorithm: comparing artificial neural networks and pattern search filter method approaches.
Int. Trans. Oper. Res., 2011

Aesthetic Design Using Multi-Objective Evolutionary Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

2010
Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach.
Int. J. Nat. Comput. Res., 2010

Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptcy Prediction.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Feature Selection Using Multi-Objective Evolutionary Algorithms: Application to Cardiac SPECT Diagnosis.
Proceedings of the Advances in Bioinformatics, 2010

Financial distress model prediction using SVM+.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Search.
Proceedings of the Soft Computing in Industrial Applications, 2009

Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach.
Proceedings of the Soft Computing in Industrial Applications, 2009

Assessing the quality of the relation between scalarizing function parameters and solutions in multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Robustness in multi-objective optimization using evolutionary algorithms.
Comput. Optim. Appl., 2008

2007
Methodology to select solutions from the pareto-optimal set: a comparative study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

2005
A Multi-Objective Evolutionary Algorithm Using Neural Networks to Approximate Fitness Evaluations.
Int. J. Comput. Syst. Signals, 2005

2004
Application of Evolutionary Algorithms to the Design of Barrier Screws for Single Screw Extruders.
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004

A Hybrid Multi-Objective Evolutionary Algorithm Using an Inverse Neural Network.
Proceedings of the Hybrid Metaheuristics, First International Workshop, 2004

RPSGAe - Reduced Pareto Set Genetic Algorithm: Application to Polymer Extrusion.
Proceedings of the Metaheuristics for Multiobjective Optimisation, 2004

2003
A Real-World Test Problem for EMO Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

1999
Monitoring an Industrial Plastic Injection Moulding Machine Using Neural Networks.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

1997
Use of Genetic Algorithms in Multicriteria Optimization to Solve Industrial Problems.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997


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