Publications

Josiel Neumann Kuk, Richard Aderbal Gonçalves, Lucas Marcondes Pavelski, Sandra Mara Guse Scós Venske, Carolina Paula de Almeida, Aurora Trinidad Ramirez Pozo (2021). An empirical analysis of constraint handling on evolutionary multi-objective algorithms for the Environmental/Economic Load Dispatch problem. Expert Systems with Applications.

Lucas Marcondes Pavelski, Myriam Regattieri Delgado, Marie-Éléonore Kessaci (2019). Meta-Learning on Flowshop Using Fitness Landscape Analysis. Proceedings of the Genetic and Evolutionary Computation Conference.

Lucas Marcondes Pavelski, Marie-Éléonore Kessaci, Myriam Regattieri Delgado (2018). Recommending Meta-Heuristics and Configurations for the Flowshop Problem via Meta-Learning: Analysis and Design. 2018 7th Brazilian Conference on Intelligent Systems (BRACIS).

Lucas Marcondes Pavelski, Myriam Regattieri Delgado, Marie-Éléonore Kessaci (2018). Meta-Learning for Optimization: A Case Study on the Flowshop Problem Using Decision Trees. 2018 IEEE Congress on Evolutionary Computation (CEC).

Richard A. Gonçalves, Lucas M. Pavelski, Carolina P. de Almeida, Josiel N. Kuk, Sandra M. Venske, Myriam R. Delgado (2017). Adaptive Operator Selection for Many-Objective Optimization with NSGA-III. Evolutionary Multi-Criterion Optimization.

Richard Gonçalves, Carolina Paula de Almeida, Sandra Mara Venske, Josiel Kuk, Lucas Pavelski (2016). Seleção Adaptativa de Operadores Aplicada ao Problema do Despacho Econ�mico de Energia Elétrica. Anais do XLIII Seminário Integrado de Software e Hardware.

Lucas M. Pavelski, Myriam R. Delgado, Carolina P. Almeida, Richard A. Gonçalves, Sandra M. Venske (2016). Extreme Learning Surrogate Models in Multi-objective Optimization based on Decomposition. Neurocomputing.

Lucas Marcondes Pavelski (2015). Otimização evolutiva multiobjetivo baseada em decomposição e assistida por máquinas de aprendizado extremo.

L. M. Pavelski, M. R. Delgado, Carolina Paula de Almeida, R. A. Gonçalves, S. M. Venske (2014). ELMOEA/D-DE: Extreme Learning Surrogate Models in Multi-objective Optimization Based on Decomposition and Differential Evolution. 2014 Brazilian Conference on Intelligent Systems.

L. M. Pavelski, Carolina Paula de Almeida, R. A. Gonçalves (2012). Harmony Search for Multi-objective Optimization. 2012 Brazilian Symposium on Neural Networks.