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Richard A. Gonçalves

Richard Aderbal Gonçalves

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affiliation: UNICENTRO, Guarapuava, Brazil

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2020 – today

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2021
[j9]
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Josiel Neumann Kuk, Richard Aderbal Gonçalves, Lucas Marcondes Pavelski, Sandra Mara Guse Scós Venske, Carolina Paula de Almeida, Aurora Trinidad Ramirez Pozo:
An empirical analysis of constraint handling on evolutionary multi-objective algorithms for the Environmental/Economic Load Dispatch problem. Expert Syst. Appl. 165: 113774 (2021)
2020
[j8]
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Carolina P. de Almeida, Richard A. Gonçalves, Sandra M. Venske, Ricardo Lüders, Myriam Regattieri Delgado:
Hyper-heuristics using multi-armed bandit models for multi-objective optimization. Appl. Soft Comput. 95: 106520 (2020)

2010 – 2019

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2019
[c29]
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Josiel Kuk, Richard A. Gonçalves, Aurora T. R. Pozo:
Combining Fitness Landscape Analysis and Adaptive Operator Selection in Multi and Many-Objective Optimization. BRACIS 2019: 503-508
2018
[j7]
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Marcella S. R. Martins, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Richard A. Gonçalves, Carolina P. de Almeida:
Exploring the probabilistic graphic model of a hybrid multi-objective Bayesian estimation of distribution algorithm. Appl. Soft Comput. 73: 328-343 (2018)
[j6]
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Marcella S. R. Martins, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Richard A. Gonçalves, Carolina P. de Almeida:
Hybrid multi-objective Bayesian estimation of distribution algorithm: a comparative analysis for the multi-objective knapsack problem. J. Heuristics 24(1): 25-47 (2018)
[c28]
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Josiel Neumann Kuk, Richard A. Gonçalves, Carolina Paula de Almeida, Sandra M. Venske, Aurora T. R. Pozo:
A New Adaptive Operator Selection for NSGA-III Applied to CEC 2018 Many-Objective Benchmark. BRACIS 2018: 7-12
[c27]
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Carolina P. de Almeida, Richard A. Gonçalves, Sandra M. Venske, Ricardo Lüders, Myriam Regattieri Delgado:
Multi-armed Bandit Based Hyper-Heuristics for the Permutation Flow Shop Problem. BRACIS 2018: 139-144
[c26]
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Richard A. Gonçalves, Carolina Paula de Almeida, Ricardo Lüders, Myriam Regattieri Delgado:
A New Hyper-Heuristic Based on a Contextual Multi-Armed Bandit for Many-Objective Optimization. CEC 2018: 1-8
[c25]
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Lucas Prestes, Myriam Regattieri Delgado, Ricardo Lüders, Richard A. Gonçalves, Carolina P. de Almeida:
Boosting the Performance of MOEA/D-DRA with a Multi-Objective Hyper-Heuristic Based on Irace and UCB Method for Heuristic Selection. CEC 2018: 1-8
2017
[c24]
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Marcella Scoczynski Ribeiro Martins, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Richard A. Gonçalves, Carolina P. de Almeida:
Probabilistic Analysis of Pareto Front Approximation for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm. BRACIS 2017: 384-389
[c23]
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Richard Aderbal Gonçalves, Carolina Paula de Almeida, Sandra Mara Guse Scós Venske, Myriam Regattieri de Biase da Silva Delgado, Aurora Trinidad Ramirez Pozo:
A New Hyper-Heuristic Based on a Restless Multi-armed Bandit for Multi-objective Optimization. BRACIS 2017: 390-395
[c22]
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Lucas Prestes, Myriam Regattieri de Biase da Silva Delgado, Richard Aderbal Gonçalves, Carolina Paula de Almeida, Aurora Trinidad Ramirez Pozo:
A Hyper-Heuristic in MOEA/D-DRA Using the Upper Confidence Bound Technique. BRACIS 2017: 396-401
[c21]
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Alexandre Silvestre Ferreira, Richard Aderbal Gonçalves, Aurora T. R. Pozo:
A Multi-Armed Bandit selection strategy for Hyper-heuristics. CEC 2017: 525-532
[c20]
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Richard A. Gonçalves, Lucas M. Pavelski, Carolina P. de Almeida, Josiel Neumann Kuk, Sandra M. Venske, Myriam Regattieri Delgado:
Adaptive Operator Selection for Many-Objective Optimization with NSGA-III. EMO 2017: 267-281
2016
[j5]
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Sandra M. Venske, Richard A. Gonçalves, Elaine M. Benelli, Myriam Regattieri Delgado:
ADEMO/D: An adaptive differential evolution for protein structure prediction problem. Expert Syst. Appl. 56: 209-226 (2016)
[j4]
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Lucas M. Pavelski, Myriam Regattieri Delgado, Carolina P. de Almeida, Richard A. Gonçalves, Sandra M. Venske:
Extreme Learning Surrogate Models in Multi-objective Optimization based on Decomposition. Neurocomputing 180: 55-67 (2016)
[j3]
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Gustavo H. Czaikoski, Paulo R. Urio, Richard A. Gonçalves, Carolina P. de Almeida, Josiel Neumann Kuk, Sandra M. Venske:
Evolução Diferencial com ensemble de Operadores de Mutação em GPGPUs para o Despacho Econômico de Energia Elétrica. RITA 23(2): 10-32 (2016)
[c19]
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Richard A. Gonçalves, Carolina P. de Almeida, Lucas M. Pavelski, Sandra M. Venske, Josiel Neumann Kuk, Aurora T. R. Pozo:
Adaptive Operator Selection in NSGA-III. BRACIS 2016: 181-186
[c18]
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Marcella S. R. Martins, Myriam Regattieri de Biase da Silva Delgado, Roberto Santana, Ricardo Lüders, Richard Aderbal Gonçalves, Carolina Paula de Almeida:
HMOBEDA: Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm. GECCO 2016: 357-364
2015
[c17]
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Richard A. Gonçalves, Carolina P. de Almeida, Sandra M. Venske, Josiel Neumann Kuk, Lucas M. Pavelski, Myriam Regattieri Delgado:
A Hyper-Heuristic for the Environmental/Economic Dispatch Optimization Problem. BRACIS 2015: 7-12
[c16]
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Alexandre Silvestre Ferreira, Richard Aderbal Gonçalves, Aurora Trinidad Ramirez Pozo:
A Multi-armed Bandit Hyper-Heuristic. BRACIS 2015: 13-18
[c15]
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Richard A. Gonçalves, Josiel Neumann Kuk, Carolina P. de Almeida, Sandra M. Venske:
MOEA/D-HH: A Hyper-Heuristic for Multi-objective Problems. EMO (1) 2015: 94-108
[c14]
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Richard A. Gonçalves, Carolina P. de Almeida, Aurora T. R. Pozo:
Upper Confidence Bound (UCB) Algorithms for Adaptive Operator Selection in MOEA/D. EMO (1) 2015: 411-425
[c13]
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Richard A. Gonçalves, Josiel Neumann Kuk, Carolina P. de Almeida, Sandra M. Venske:
Decomposition Based Multiobjective Hyper Heuristic with Differential Evolution. ICCCI (2) 2015: 129-138
2014
[j2]
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Sandra M. Venske, Richard A. Gonçalves, Myriam Regattieri Delgado:
ADEMO/D: Multiobjective optimization by an adaptive differential evolution algorithm. Neurocomputing 127: 65-77 (2014)
[c12]
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Carolina Paula de Almeida, Richard Aderbal Gonçalves, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg, Myriam Regattieri Delgado:
Transgenetic Algorithms for the Multi-objective Quadratic Assignment Problem. BRACIS 2014: 312-317
[c11]
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Lucas M. Pavelski, Myriam Regattieri Delgado, Carolina P. de Almeida, Richard A. Gonçalves, Sandra M. Venske:
ELMOEA/D-DE: Extreme Learning Surrogate Models in Multi-objective Optimization Based on Decomposition and Differential Evolution. BRACIS 2014: 318-323
2013
[c10]
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Sandra M. Venske, Richard A. Gonçalves, Elaine M. Benelli, Myriam Regattieri Delgado:
A Multiobjective Algorithm for Protein Structure Prediction Using Adaptive Differential Evolution. BRACIS 2013: 263-268
[c9]
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Richard A. Gonçalves, Carolina P. de Almeida, Marco César Goldbarg, Elizabeth Ferreira Gouvea Goldbarg, Myriam Regattieri Delgado:
Improved Cultural Immune Systems to solve the economic load dispatch problems. IEEE Congress on Evolutionary Computation 2013: 621-628
2012
[j1]
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Carolina P. de Almeida, Richard A. Gonçalves, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg, Myriam Regattieri Delgado:
An experimental analysis of evolutionary heuristics for the biobjective traveling purchaser problem. Ann. Oper. Res. 199(1): 305-341 (2012)
[c8]
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Sandra M. Venske, Richard A. Gonçalves, Myriam Regattieri Delgado:
Differential Evolution to Multi-objective Protein Structure Prediction. BIOINFORMATICS 2012: 295-298
[c7]
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Lucas M. Pavelski, Carolina P. de Almeida, Richard A. Gonçalves:
Harmony Search for Multi-objective Optimization. SBRN 2012: 220-225
[c6]
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Sandra M. Venske, Richard A. Gonçalves, Myriam Regattieri Delgado:
ADEMO/D: Adaptive Differential Evolution for Multiobjective Problems. SBRN 2012: 226-231
2010
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Carolina P. de Almeida, Richard A. Gonçalves, Myriam Regattieri Delgado, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg:
A Transgenetic Algorithm for the bi-objective traveling purchaser problem. IEEE Congress on Evolutionary Computation 2010: 1-8

2000 – 2009

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2008
[c4]
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Richard A. Gonçalves, Marco César Goldbarg, Elizabeth Ferreira Gouvea Goldbarg, Myriam Regattieri Delgado:
Warping search: a new metaheuristic applied to the protein structure prediction. GECCO 2008: 349-350
2007
[c3]
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  - conf/evoW/AlmeidaGD07
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Carolina P. de Almeida, Richard A. Gonçalves, Myriam Regattieri Delgado:
A Hybrid Immune-Based System for the Protein Folding Problem. EvoCOP 2007: 13-24
[c2]
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Richard A. Gonçalves, Carolina P. de Almeida, Myriam Regattieri Delgado, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg:
A Cultural Immune System for Economic Load Dispatch with Non-smooth Cost Functions. ICARIS 2007: 382-394
[c1]
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Carolina P. de Almeida, Richard A. Gonçalves, Marco César Goldbarg, Elizabeth Ferreira Gouvea Goldbarg, Myriam Regattieri Delgado:
TA-PFP: A Transgenetic Algorithm to Solve the Protein Folding Problem. ISDA 2007: 163-168

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