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Journal Articles
- 2023
[j3]Lucas M. Pavelski
, Myriam Regattieri Delgado, Marie-Eléonore Kessaci, Alex Alves Freitas:
Stochastic local search and parameters recommendation: a case study on flowshop problems. Int. Trans. Oper. Res. 30(2): 774-799 (2023)- 2021
- [j2]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) - 2016
- [j1]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)
Conference and Workshop Papers
- 2023
- [c16]André Ramos Fernandes Da Silva, Lucas Marcondes Pavelski, Luiz Alberto Queiroz Cordovil Júnior:
Hidden Design Principles in Zero-Cost Performance Predictors for Neural Architecture Search. IJCNN 2023: 1-10 - 2022
- [c15]Lucas Marcondes Pavelski, Myriam Regattieri Delgado, Marie-Eléonore Kessaci:
A Novel Multi-objective Decomposition Formulation for Per-Instance Configuration. BRACIS (1) 2022: 325-339 - [c14]André Ramos Fernandes Da Silva, Lucas Marcondes Pavelski, Luiz Alberto Queiroz Cordovil Júnior, Paulo Henrique De Oliveira Gomes, Layane Menezes Azevedo, Francisco Erivaldo Fernandes Junior:
An evolutionary search algorithm for efficient ResNet-based architectures: a case study on gender recognition. CEC 2022: 1-10 - [c13]Hadassa Munguba Rabelo, Lucas Marcondes Pavelski, Eberth Felipe Castro da Cruz, Francisco Erivaldo Fernandes Junior:
An experience report on how remote device access tools helped mobile developers during the COVID-19 pandemic. ICSSP/ICGSE 2022: 115-119 - [c12]Lucas Marcondes Pavelski, Rodrigo de Souza Braga:
A real-world case study for automated ticket team assignment using natural language processing and explainable models. ASE 2022: 141:1-141:3 - 2021
- [c11]Lucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam Regattieri Delgado:
Dynamic Learning in Hyper-Heuristics to Solve Flowshop Problems. BRACIS (1) 2021: 155-169 - [c10]Lucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam R. B. S. Delgado:
Local Optima Network Sampling for Permutation Flowshop. CEC 2021: 1131-1138 - [c9]Lucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam Regattieri Delgado:
Flowshop NEH-Based Heuristic Recommendation. EvoCOP 2021: 136-151 - 2019
- [c8]Lucas Marcondes Pavelski, Myriam Regattieri Delgado, Marie-Eléonore Kessaci:
Meta-learning on flowshop using fitness landscape analysis. GECCO 2019: 925-933 - 2018
- [c7]Lucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam Regattieri Delgado:
Recommending Meta-Heuristics and Configurations for the Flowshop Problem via Meta-Learning: Analysis and Design. BRACIS 2018: 163-168 - [c6]Lucas M. Pavelski, Myriam Regattieri Delgado, Marie-Eléonore Kessaci:
Meta-Learning for Optimization: A Case Study on the Flowshop Problem Using Decision Trees. CEC 2018: 1-8 - 2017
- [c5]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
- [c4]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 - 2015
- [c3]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 - 2014
- [c2]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 - 2012
- [c1]Lucas M. Pavelski, Carolina P. de Almeida, Richard A. Gonçalves:
Harmony Search for Multi-objective Optimization. SBRN 2012: 220-225
Coauthor Index
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