Carolina P. de Almeida

According to our database, Carolina P. de Almeida authored at least 35 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Metaheuristics and machine learning: an approach with reinforcement learning assisting neural architecture search.

Sandra Mara Guse Scós Venske, Carolina Paula de Almeida, Myriam Regattieri Delgado

J. Heuristics, August, 2024

2022

Selection hyper-heuristics for the multi and many-objective quadratic assignment problem.

Sandra M. Venske, Carolina P. de Almeida, Ricardo Lüders, Myriam Regattieri Delgado

Comput. Oper. Res., 2022

2021

An empirical analysis of constraint handling on evolutionary multi-objective algorithms for the Environmental/Economic Load Dispatch problem.

Josiel Neumann Kuk, Richard Aderbal Gonçalves, Lucas Marcondes Pavelski, Sandra Mara Guse Scós Venske, Carolina Paula de Almeida, Aurora Trinidad Ramirez Pozo

Expert Syst. Appl., 2021

Comparing Selection Hyper-Heuristics for Many-Objective Numerical Optimization.

Sandra M. Venske, Carolina P. de Almeida, Myriam Regattieri Delgado

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Hyper-Heuristic Based NSGA-III for the Many-Objective Quadratic Assignment Problem.

Bianca N. K. Senzaki, Sandra M. Venske, Carolina P. de Almeida

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

Hyper-heuristics using multi-armed bandit models for multi-objective optimization.

Carolina P. de Almeida, Richard A. Gonçalves, Sandra M. Venske, Ricardo Lüders, Myriam Regattieri Delgado

Appl. Soft Comput., 2020

Multi-objective Quadratic Assignment Problem: An Approach Using a Hyper-Heuristic Based on the Choice Function.

Bianca N. K. Senzaki, Sandra M. Venske, Carolina P. de Almeida

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2018

Hybrid multi-objective Bayesian estimation of distribution algorithm: a comparative analysis for the multi-objective knapsack problem.

Marcella S. R. Martins, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Richard A. Gonçalves, Carolina P. de Almeida

J. Heuristics, 2018

Exploring the probabilistic graphic model of a hybrid multi-objective Bayesian estimation of distribution algorithm.

Marcella S. R. Martins, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Richard A. Gonçalves, Carolina P. de Almeida

Appl. Soft Comput., 2018

Boosting the Performance of MOEA/D-DRA with a Multi-Objective Hyper-Heuristic Based on Irace and UCB Method for Heuristic Selection.

Lucas Prestes, Myriam Regattieri Delgado, Ricardo Lüders, Richard A. Gonçalves, Carolina P. de Almeida

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

A New Hyper-Heuristic Based on a Contextual Multi-Armed Bandit for Many-Objective Optimization.

Richard A. Gonçalves, Carolina Paula de Almeida, Ricardo Lüders, Myriam Regattieri Delgado

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

A New Adaptive Operator Selection for NSGA-III Applied to CEC 2018 Many-Objective Benchmark.

Josiel Neumann Kuk, Richard A. Gonçalves, Carolina Paula de Almeida, Sandra M. Venske, Aurora T. R. Pozo

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

Multi-armed Bandit Based Hyper-Heuristics for the Permutation Flow Shop Problem.

Carolina P. de Almeida, Richard A. Gonçalves, Sandra M. Venske, Ricardo Lüders, Myriam Regattieri Delgado

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

Adaptive Operator Selection for Many-Objective Optimization with NSGA-III.

Richard A. Gonçalves, Lucas M. Pavelski, Carolina P. de Almeida, Josiel Neumann Kuk, Sandra M. Venske, Myriam Regattieri Delgado

Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

A Hyper-Heuristic in MOEA/D-DRA Using the Upper Confidence Bound Technique.

Lucas Prestes, Myriam Regattieri de Biase da Silva Delgado, Richard Aderbal Gonçalves, Carolina Paula de Almeida, Aurora Trinidad Ramirez Pozo

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

Probabilistic Analysis of Pareto Front Approximation for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm.

Marcella Scoczynski Ribeiro Martins, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Richard A. Gonçalves, Carolina P. de Almeida

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

A New Hyper-Heuristic Based on a Restless Multi-armed Bandit for Multi-objective Optimization.

Richard Aderbal Gonçalves, Carolina Paula de Almeida, Sandra Mara Guse Scós Venske, Myriam Regattieri de Biase da Silva Delgado, Aurora Trinidad Ramirez Pozo

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016

Evolução Diferencial com ensemble de Operadores de Mutação em GPGPUs para o Despacho Econômico de Energia Elétrica.

Gustavo H. Czaikoski, Paulo R. Urio, Richard A. Gonçalves, Carolina P. de Almeida, Josiel Neumann Kuk, Sandra M. Venske

RITA, 2016

Extreme Learning Surrogate Models in Multi-objective Optimization based on Decomposition.

Lucas M. Pavelski, Myriam Regattieri Delgado, Carolina P. de Almeida, Richard A. Gonçalves, Sandra M. Venske

Neurocomputing, 2016

HMOBEDA: Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm.

Marcella S. R. Martins, Myriam Regattieri de Biase da Silva Delgado, Roberto Santana, Ricardo Lüders, Richard Aderbal Gonçalves, Carolina Paula de Almeida

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Adaptive Operator Selection in NSGA-III.

Richard A. Gonçalves, Carolina P. de Almeida, Lucas M. Pavelski, Sandra M. Venske, Josiel Neumann Kuk, Aurora T. R. Pozo

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015

Decomposition Based Multiobjective Hyper Heuristic with Differential Evolution.

Richard A. Gonçalves, Josiel Neumann Kuk, Carolina P. de Almeida, Sandra M. Venske

Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

MOEA/D-HH: A Hyper-Heuristic for Multi-objective Problems.

Richard A. Gonçalves, Josiel Neumann Kuk, Carolina P. de Almeida, Sandra M. Venske

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Upper Confidence Bound (UCB) Algorithms for Adaptive Operator Selection in MOEA/D.

Richard A. Gonçalves, Carolina P. de Almeida, Aurora T. R. Pozo

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

A Hyper-Heuristic for the Environmental/Economic Dispatch Optimization Problem.

Richard A. Gonçalves, Carolina P. de Almeida, Sandra M. Venske, Josiel Neumann Kuk, Lucas M. Pavelski, Myriam Regattieri Delgado

Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014

ELMOEA/D-DE: Extreme Learning Surrogate Models in Multi-objective Optimization Based on Decomposition and Differential Evolution.

Lucas M. Pavelski, Myriam Regattieri Delgado, Carolina P. de Almeida, Richard A. Gonçalves, Sandra M. Venske

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

Transgenetic Algorithms for the Multi-objective Quadratic Assignment Problem.

Carolina Paula de Almeida, Richard Aderbal Gonçalves, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg, Myriam Regattieri Delgado

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013

Transgenética computacional aplicada a problemas de otimização combinatória com múltiplos objetivos.

Carolina Paula de Almeida

PhD thesis, 2013

Improved Cultural Immune Systems to solve the economic load dispatch problems.

Richard A. Gonçalves, Carolina P. de Almeida, Marco César Goldbarg, Elizabeth Ferreira Gouvea Goldbarg, Myriam Regattieri Delgado

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

An experimental analysis of evolutionary heuristics for the biobjective traveling purchaser problem.

Carolina P. de Almeida, Richard A. Gonçalves, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg, Myriam Regattieri Delgado

Ann. Oper. Res., 2012

Harmony Search for Multi-objective Optimization.

Lucas M. Pavelski, Carolina P. de Almeida, Richard A. Gonçalves

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

2010

A Transgenetic Algorithm for the bi-objective traveling purchaser problem.

Carolina P. de Almeida, Richard A. Gonçalves, Myriam Regattieri Delgado, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2007

TA-PFP: A Transgenetic Algorithm to Solve the Protein Folding Problem.

Carolina P. de Almeida, Richard A. Gonçalves, Marco César Goldbarg, Elizabeth Ferreira Gouvea Goldbarg, Myriam Regattieri Delgado

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

A Cultural Immune System for Economic Load Dispatch with Non-smooth Cost Functions.

Richard A. Gonçalves, Carolina P. de Almeida, Myriam Regattieri Delgado, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg

Proceedings of the Artificial Immune Systems, 6th International Conference, 2007

A Hybrid Immune-Based System for the Protein Folding Problem.

Carolina P. de Almeida, Richard A. Gonçalves, Myriam Regattieri Delgado

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2007