Carolina P. Almeida

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

Josiel N. Kuk, Richard A. Gonçalves, Lucas Marcondes Pavelski et al. · Expert Systems with Applications · 2020 · 51 citations

Evolutionary Multi-objective Algorithms, Empirical Analysis, Engineering +9

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

Carolina P. Almeida, Richard A. Gonçalves, Sandra M. Venske et al. · Applied Soft Computing · 2020 · 42 citations

Multi-armed Bandit Models, Engineering, Game Theory +6

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

Lucas Marcondes Pavelski, Myriam Delgado, Carolina P. Almeida et al. · Neurocomputing · 2015 · 30 citations

Large-scale Global Optimization, Engineering, Machine Learning +7

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

Carolina P. Almeida, Richard A. Gonçalves, Elizabeth Ferreira Gouvêa Goldbarg et al. · Annals of Operations Research · 2011 · 28 citations

Heuristic Search, Mechanism Design, Evolutionary Heuristics +15

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

Sandra M. Venske, Carolina P. Almeida, Ricardo Lüders et al. · Computers & Operations Research · 2022 · 21 citations

Mathematical Programming, Engineering, Optimization Problem +9