Helio J. C. Barbosa
Orcid: 0000-0001-5810-7554Affiliations:
- National Laboratory for Scientific Computing (LNCC), Petrópolis, RJ, Brazil
- Federal University of Juiz de Fora, Juiz de Fora, MG, Brazil
According to our database1,
Helio J. C. Barbosa
authored at least 107 papers
between 1997 and 2023.
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Bibliography
2023
Differential Evolution for linear equality constraint satisfaction via unconstrained search in the null space.
Evol. Intell., April, 2023
2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
A multitasking surrogate-assisted differential evolution method for solving bi-level optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
An efficient fault-tolerant communication algorithm for population-based metaheuristics.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the Applications of Evolutionary Computation, 2021
Genetic Programming for Feature Extraction in Motor Imagery Brain-Computer Interface.
Proceedings of the Progress in Artificial Intelligence, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
On the Analysis of CGP Mutation Operators When Inferring Gene Regulatory Networks Using ScRNA-Seq Time Series Data.
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021
2020
Data-driven symbolic ensemble models for wind speed forecasting through evolutionary algorithms.
Appl. Soft Comput., 2020
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Parallel Differential Evolution Algorithms for Stackelberg-Nash Bilevel Optimization Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
2019
An improved differential evolution algorithm for optimization including linear equality constraints.
Memetic Comput., 2019
J. Heal. Informatics Res., 2019
Designing Combinational Circuits Using a Multi-objective Cartesian Genetic Programming with Adaptive Population Size.
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
Differential evolution based spatial filter optimization for brain-computer interface.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Auto-CVE: a coevolutionary approach to evolve ensembles in automated machine learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
On the Impact of the Objective Function on Imbalanced Data using Cartesian Genetic Programming Neuroevolutionary Approaches.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Knowledge discovery in multiobjective optimization problems in engineering via Genetic Programming.
Expert Syst. Appl., 2018
BioWorkbench: A High-Performance Framework for Managing and Analyzing Bioinformatics Experiments.
CoRR, 2018
Multiobjective grammar-based genetic programming applied to the study of asthma and allergy epidemiology.
BMC Bioinform., 2018
Inserting Co-Evolution Information from Contact Maps into a Multiobjective Genetic Algorithm for Protein Structure Prediction.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Hybridization of Cartesian Genetic Programming and Differential Evolution for Generating Classifiers Based on Neural Networks.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Differential Evolution with Adaptive Penalty and Tournament Selection for Optimization Including Linear Equality Constraints.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Proceedings of the Handbook of Grammatical Evolution, 2018
2017
J. Parallel Distributed Comput., 2017
Application of evolutionary computation on ensemble forecast of quantitative precipitation.
Comput. Geosci., 2017
Predator-Prey Techniques for Solving Multiobjective Scheduling Problems for Unrelated Parallel Machines.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017
Using an aggregation tree to arrange energy function terms for protein structure prediction.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017
Solving a Multiobjective Caloric-Restricted Diet Problem using Differential Evolution.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
A parallel multi-GPU Clonal Selection Algorithm for optimization using OpenCL and OpenMP.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
Using Crowding-Distance in a Multiobjective Genetic Algorithm for Protein Structure Prediction.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
On Heuristics for Seeding the Initial Population of Cartesian Genetic Programming Applied to Combinational Logic Circuits.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
A differential evolution algorithm for bilevel problems including linear equality constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Int. Trans. Oper. Res., 2015
Ant colony approaches for multiobjective structural optimization problems with a cardinality constraint.
Adv. Eng. Softw., 2015
A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints.
Proceedings of the Progress in Artificial Intelligence, 2015
Genetic operators based on backbone constraint angles for protein structure prediction.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2015
A multiobjective approach for protein structure prediction using a steady-state genetic algorithm with phenotypic crowding.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2015
Using grammar-based genetic programming to determine characteristics of multiple infections and environmental factors in the development of allergies and asthma.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Differential evolution to find Stackelberg-Nash equilibrium in bilevel problems with multiple followers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Inf. Sci., 2014
Appl. Soft Comput., 2014
NICeSim: An open-source simulator based on machine learning techniques to support medical research on prenatal and perinatal care decision making.
Artif. Intell. Medicine, 2014
Optimization of combinational logic circuits through decomposition of truth table and evolution of sub-circuits.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Differential Evolution assisted by a surrogate model for bilevel programming problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
J. Parallel Distributed Comput., 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
The use of Agent-based Simulation to Discover Extreme Cases in Immune-Interactions with Early-Stage Cancer Scenarios.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013
Differential evolution with the Adaptive Penalty Method for constrained multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Evaluating the feasibility of grammar-based GP in combining meteorological forecast models.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Memetic Comput., 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
A study on fitness inheritance for enhanced efficiency in real-coded genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Evol. Intell., 2011
Inferring Systems of Ordinary Differential Equations via Grammar-Based Immune Programming.
Proceedings of the Artificial Immune Systems - 10th International Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method.
Proceedings of the Progress in Artificial Intelligence, 2011
Design optimization of geometrically nonlinear truss structures considering cardinality constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Evaluation of a distributed numerical simulation optimization approach applied to aquifer remediation.
Proceedings of the International Conference on Computational Science, 2010
Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010
Probabilistic performance profiles for the experimental evaluation of stochastic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Full-atom ab initio protein structure prediction with a Genetic Algorithm using a similarity-based surrogate model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Using performance profiles to analyze the results of the 2006 CEC constrained optimization competition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the Nature-Inspired Algorithms for Optimisation, 2009
Proceedings of the Artificial Immune Systems, 8th International Conference, 2009
On the characteristics of sequential decision problems and their impact on evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
A similarity-based surrogate model for expensive evolutionary optimization with fixed budget of simulations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning.
Proceedings of the Artifical Evolution, 2009
2008
Evolutionary algorithms to simulate the phylogenesis of a binary artificial immune system.
Evol. Intell., 2008
Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Genetic Algorithm for Finding Multiple Low Energy Conformations of Poly Alanine Sequences Under an Atomistic Protein Model.
Proceedings of the Advances in Bioinformatics and Computational Biology, 2007
Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007
The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks.
Proceedings of the Artificial Immune Systems, 6th International Conference, 2007
Suppression based immune mechanism to find arepresentative training set in data classification tasks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
A hybrid genetic algorithm for constrained optimization problems in mechanical engineering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Neurocomputing, 2006
2005
A GA-Simplex Hybrid Algorithm for Global Minimization of Molecular Potential Energy Functions.
Ann. Oper. Res., 2005
Coevolutionary Genetic Algorithms to Simulate the Immune System's Gene Libraries Evolution.
Proceedings of the Advances in Natural Computation, First International Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
2004
Selection-Insertion Schemes in Genetic Algorithms for the Flexible Ligand Docking Problem.
Proceedings of the Genetic and Evolutionary Computation, 2004
2003
A Genetic Algorithm applied to the Three-Dimensional HP Protein Folding Model.
Proceedings of the II Brazilian Workshop on Bioinformatics, 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
2002
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002
An Adaptive Penalty Scheme In Genetic Algorithms For Constrained Optimiazation Problems.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
2000
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000
Proceedings of the 2000 Congress on Evolutionary Computation, 2000
1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1997
A Coevolutionary Genetic Algorithm for a Game Approach to Structural Optimization.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997