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Helio J. C. Barbosa
Helio José Corrêa Barbosa
2010 – today
- 2013
[j9]Douglas Adriano Augusto, Helio J. C. Barbosa: Accelerated parallel genetic programming tree evaluation with OpenCL. J. Parallel Distrib. Comput. 73(1): 86-100 (2013)- 2012
[j8]Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Douglas Adriano Augusto, Helio J. C. Barbosa: An immune-inspired instance selection mechanism for supervised classification. Memetic Computing 4(2): 135-147 (2012)
[c35]Leonardo Goliatt da Fonseca, Afonso C. C. Lemonge, Helio J. C. Barbosa: A study on fitness inheritance for enhanced efficiency in real-coded genetic algorithms. IEEE Congress on Evolutionary Computation 2012: 1-8
[c34]Afonso C. C. Lemonge, Helio J. C. Barbosa, Heder S. Bernardino: A family of adaptive penalty schemes for steady-state genetic algorithms. IEEE Congress on Evolutionary Computation 2012: 1-8
[c33]Leonardo Goliatt da Fonseca, Heder S. Bernardino, Helio J. C. Barbosa: A Genetic Algorithm Assisted by a Locally Weighted Regression Surrogate Model. ICCSA (1) 2012: 125-135
[c32]Eduardo Krempser, Álvaro Fialho, Helio J. C. Barbosa: Adaptive Operator Selection at the Hyper-level. PPSN (2) 2012: 378-387- 2011
[j7]Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca: Surrogate-assisted clonal selection algorithms for expensive optimization problems. Evolutionary Intelligence 4(2): 81-97 (2011)
[j6]Heder S. Bernardino, Helio J. C. Barbosa: Grammar-based immune programming. Natural Computing 10(1): 209-241 (2011)
[c31]Afonso C. C. Lemonge, Michelli M. Silva, Helio J. C. Barbosa: Design optimization of geometrically nonlinear truss structures considering cardinality constraints. IEEE Congress on Evolutionary Computation 2011: 29-36
[c30]Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino: Evolving Numerical Constants in Grammatical Evolution with the Ephemeral Constant Method. EPIA 2011: 110-124
[c29]Douglas Adriano Augusto, Helio J. C. Barbosa, André da Motta Salles Barreto, Heder S. Bernardino: A new approach for generating numerical constants in grammatical evolution. GECCO (Companion) 2011: 193-194
[c28]Heder S. Bernardino, Helio J. C. Barbosa: Inferring Systems of Ordinary Differential Equations via Grammar-Based Immune Programming. ICARIS 2011: 198-211- 2010
[j5]Patrícia A. P. Costa, Eduardo L. M. Garcia, Bruno Schulze, Helio J. C. Barbosa: Evaluation of a distributed numerical simulation optimization approach applied to aquifer remediation. Procedia CS 1(1): 7-16 (2010)
[c27]Helio J. C. Barbosa, Heder S. Bernardino, André da Motta Salles Barreto: Using performance profiles to analyze the results of the 2006 CEC constrained optimization competition. IEEE Congress on Evolutionary Computation 2010: 1-8
[c26]Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne: Full-atom ab initio protein structure prediction with a Genetic Algorithm using a similarity-based surrogate model. IEEE Congress on Evolutionary Computation 2010: 1-8
[c25]André da Motta Salles Barreto, Heder S. Bernardino, Helio J. C. Barbosa: Probabilistic performance profiles for the experimental evaluation of stochastic algorithms. GECCO 2010: 751-758
[c24]Douglas Adriano Augusto, Helio José Corrêa Barbosa, Nelson Francisco Favilla Ebecken: Coevolutionary multi-population genetic programming for data classification. GECCO 2010: 933-940
[c23]Heder S. Bernardino, Helio J. C. Barbosa, Leonardo Goliatt da Fonseca: A Faster Clonal Selection Algorithm for Expensive Optimization Problems. ICARIS 2010: 130-143
[c22]Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca, Heder S. Bernardino: Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems. SEAL 2010: 125-134
2000 – 2009
- 2009
[c21]André da Motta Salles Barreto, Douglas Adriano Augusto, Helio J. C. Barbosa: On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning. Artificial Evolution 2009: 194-205
[c20]Leonardo Goliatt da Fonseca, Helio J. C. Barbosa, Afonso C. C. Lemonge: A similarity-based surrogate model for expensive evolutionary optimization with fixed budget of simulations. IEEE Congress on Evolutionary Computation 2009: 867-874
[c19]André da Motta Salles Barreto, Douglas Adriano Augusto, Helio J. C. Barbosa: On the characteristics of sequential decision problems and their impact on evolutionary computation. GECCO 2009: 1767-1768
[c18]Heder S. Bernardino, Helio J. C. Barbosa: Grammar-Based Immune Programming for Symbolic Regression. ICARIS 2009: 274-287
[p1]Heder S. Bernardino, Helio J. C. Barbosa: Artificial Immune Systems for Optimization. Nature-Inspired Algorithms for Optimisation 2009: 389-411- 2008
[j4]Grazziela Patrocinio Figueredo, Luís Alfredo V. de Carvalho, Helio J. C. Barbosa, Nelson F. F. Ebecken: Evolutionary algorithms to simulate the phylogenesis of a binary artificial immune system. Evolutionary Intelligence 1(2): 133-144 (2008)
[c17]Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca: A new hybrid AIS-GA for constrained optimization problems in mechanical engineering. IEEE Congress on Evolutionary Computation 2008: 1455-1462
[c16]Douglas Adriano Augusto, Helio J. C. Barbosa, Nelson F. F. Ebecken: Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification. GECCO 2008: 1171-1178- 2007
[c15]Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge: A hybrid genetic algorithm for constrained optimization problems in mechanical engineering. IEEE Congress on Evolutionary Computation 2007: 646-653
[c14]Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa: Suppression based immune mechanism to find arepresentative training set in data classification tasks. GECCO 2007: 171
[c13]Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa: The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks. ICARIS 2007: 59-70
[c12]Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne: Genetic Algorithm for Finding Multiple Low Energy Conformations of Poly Alanine Sequences Under an Atomistic Protein Model. BSB 2007: 163-166- 2006
[j3]André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken: GOLS - Genetic orthogonal least squares algorithm for training RBF networks. Neurocomputing 69(16-18): 2041-2064 (2006)- 2005
[j2]Helio J. C. Barbosa, Carlile Lavor, Fernanda M. P. Raupp: A GA-Simplex Hybrid Algorithm for Global Minimization of Molecular Potential Energy Functions. Annals OR 138(1): 189-202 (2005)
[c11]Helio J. C. Barbosa, Afonso C. C. Lemonge: A genetic algorithm encoding for a class of cardinality constraints. GECCO 2005: 1193-1200
[c10]Grazziela Patrocinio Figueredo, Luís Alfredo V. de Carvalho, Helio J. C. Barbosa: Coevolutionary Genetic Algorithms to Simulate the Immune System's Gene Libraries Evolution. ICNC (2) 2005: 941-944- 2004
[c9]Camila S. de Magalhães, Helio J. C. Barbosa, Laurent Emmanuel Dardenne: Selection-Insertion Schemes in Genetic Algorithms for the Flexible Ligand Docking Problem. GECCO (1) 2004: 368-379- 2003
[j1]Helio J. C. Barbosa, Afonso C. C. Lemonge: A new adaptive penalty scheme for genetic algorithms. Inf. Sci. 156(3-4): 215-251 (2003)
[c8]Helio J. C. Barbosa, Afonso C. C. Lemonge: An Adaptive Penalty Scheme for Steady-State Genetic Algorithms. GECCO 2003: 718-729
[c7]Fábio L. Custódio, Helio J. C. Barbosa, Laurent Emmanuel Dardenne: A Genetic Algorithm applied to the Three-Dimensional HP Protein Folding Model. WOB 2003: 113-116- 2002
[c6]Helio J. C. Barbosa, Afonso C. C. Lemonge: An Adaptive Penalty Scheme In Genetic Algorithms For Constrained Optimiazation Problems. GECCO 2002: 287-294
[c5]André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken: Growing Compact RBF Networks Using a Genetic Algorithm. SBRN 2002: 61-66- 2000
[c4]Helio J. C. Barbosa, Fernanda M. P. Raupp, Carlile Lavor, H. Lima, Nelson Maculan: A Hybrid Genetic Algorithm for Finding Stable Conformations of Small Molecules. SBRN 2000: 90-94
[c3]Douglas Adriano Augusto, Helio J. C. Barbosa: Symbolic Regression via Genetic Programming. SBRN 2000: 173-178
[c2]André da Motta Salles Barreto, Helio J. C. Barbosa: Graph Layout Using a Genetic Algorithm. SBRN 2000: 179-184
1990 – 1999
- 1997
[c1]Helio J. C. Barbosa: A Coevolutionary Genetic Algorithm for a Game Approach to Structural Optimization. ICGA 1997: 545-552
Coauthor Index
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last updated on 2012-12-02 21:18 CET by the dblp team



