Frederico G. Guimarães

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 24

Top Topics

Power Distribution Systems

Routing Problem

Differential Evolution

Top Venues

GECCO (Companion)

Publications

Arthur Caio Vargas Pinto, Larissa C. C. da Silva, Petrônio C. L. Silva, Frederico G. Guimarães, Eduardo P. de Aguiar
Autonomous data partitioning for type-2 fuzzy set based time series. Evol. Syst. 15 (2) (2024)
Arthur Caio Vargas Pinto, Thiago E. Fernandes, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo Pestana de Aguiar
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach. Evol. Syst. 13 (5) (2022)
Roberto G. Ribeiro, Luciano Perdigão Cota, Thiago Antonio M. Euzébio, Jaime A. Ramírez, Frederico G. Guimarães
Unmanned-Aerial-Vehicle Routing Problem With Mobile Charging Stations for Assisting Search and Rescue Missions in Postdisaster Scenarios. IEEE Trans. Syst. Man Cybern. Syst. 52 (11) (2022)
Gabriel D. Lott, Moisés T. da Silva, Luciano Perdigão Cota, Frederico G. Guimarães, Thiago Antonio M. Euzébio
Fuzzy Decision Support System for the Calibration of Laboratory-Scale Mill Press Parameters. IEEE Access 9 (2021)
Arthur C. V. e Pinto, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo P. de Aguiar
Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction. FUZZ-IEEE (2021)
Luciano Perdigão Cota, Vitor Nazário Coelho, Frederico G. Guimarães, Marcone J. F. Souza
Bi-criteria formulation for green scheduling with unrelated parallel machines with sequence-dependent setup times. Int. Trans. Oper. Res. 28 (2) (2021)
André A. Santos, Filipe A. S. Rocha, Agnaldo J. da R. Reis, Frederico G. Guimarães
Automatic System for Visual Detection of Dirt Buildup on Conveyor Belts Using Convolutional Neural Networks. Sensors 20 (20) (2020)
Petrônio C. L. Silva, Paulo V. C. Batista, Helder Seixas Lima, Marcos Antonio Alves, Frederico G. Guimarães, Rodrigo C. P. Silva
COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions. CoRR (2020)
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
The Cone epsilon-Dominance: An Approach for Evolutionary Multiobjective Optimization. CoRR (2020)
Roberto G. Ribeiro, José R. C. Júnior, Luciano Perdigão Cota, Thiago Antonio M. Euzébio, Frederico G. Guimarães
Unmanned Aerial Vehicle Location Routing Problem With Charging Stations for Belt Conveyor Inspection System in the Mining Industry. IEEE Trans. Intell. Transp. Syst. 21 (10) (2020)
Luciano Perdigão Cota, Frederico G. Guimarães, Roberto G. Ribeiro, Ivan Reinaldo Meneghini, Fernando B. de Oliveira, Marcone J. F. Souza, Patrick Siarry
An adaptive multi-objective algorithm based on decomposition and large neighborhood search for a green machine scheduling problem. Swarm Evol. Comput. 51 (2019)
Vitor Nazário Coelho, Igor Machado Coelho, Nenad Mladenovic, Helena Ramalhinho, Luiz Satoru Ochi, Frederico G. Guimarães, Marcone J. F. Souza
Less Is More: The Neighborhood Guided Evolution Strategies Convergence on Some Classic Neighborhood Operators. ICVNS (2018)
Rodrigo C. P. Silva, Min Li, Vahid Ghorbanian, Frederico G. Guimarães, David A. Lowther
Robust Design with Surrogate-Assisted Evolutionary Algorithm: Does It Work? BIOMA (2018)
Ivan Reinaldo Meneghini, Roozbeh Haghnazar Koochaksaraei, Frederico G. Guimarães, António Gaspar-Cunha
Information to the Eye of the Beholder: Data Visualization for Many-Objective Optimization. CEC (2018)
Vitor Nazário Coelho, Thays A. Oliveira, Igor Machado Coelho, Bruno N. Coelho, Peter J. Fleming, Frederico G. Guimarães, Helena Ramalhinho Dias Lourenço, Marcone J. F. Souza, El-Ghazali Talbi, Thibaut Lust
Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign. Comput. Oper. Res. 78 (2017)
Reza Javanmard Alitappeh, Kossar Jeddi Saravi, Frederico G. Guimarães
Multi-objective multi-robot deployment in a dynamic environment. Soft Comput. 21 (21) (2017)
Vitor Nazário Coelho, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza, Frederico G. Guimarães, Eduardo José da S. Luz, Alexandre C. Barbosa, Mateus N. Coelho, Guilherme G. Netto, R. C. Costa, Alysson A. Pinto, A. de P. Figueiredo, M. E. V. Elias, D. C. O. G. Filho, Thays A. Oliveira
EEG time series learning and classification using a hybrid forecasting model calibrated with GVNS. Electron. Notes Discret. Math. 58 (2017)
Guilherme G. Netto, Alexandre C. Barbosa, Mateus N. Coelho, Arthur R. L. Miranda, Vitor Nazário Coelho, Marcone J. F. Souza, Frederico G. Guimarães, Agnaldo J. R. Reis
A hybrid evolutionary probabilistic forecasting model applied for rainfall and wind power forecast. EAIS (2016)
Vitor Nazário Coelho, Igor Machado Coelho, Marcone J. F. Souza, Thays A. Oliveira, Luciano Perdigão Cota, Matheus Nohra Haddad, Nenad Mladenovic, Rodrigo César Pedrosa Silva, Frederico G. Guimarães
Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems. Evol. Comput. 24 (4) (2016)
Vitor Nazário Coelho, Igor Machado Coelho, Ivan Reinaldo Meneghini, Marcone J. F. Souza, Frederico G. Guimarães
An automatic calibration framework applied on a metaheuristic fuzzy model for the CIF competition. IJCNN (2016)
Kossar Jeddi Saravi, Reza Javanmard Alitappeh, Luciano C. A. Pimenta, Frederico G. Guimarães
Multi-objective approach for robot motion planning in search tasks. Appl. Intell. 45 (2) (2016)
Thiago Alcântara Luiz, Alan R. R. de Freitas, Frederico G. Guimarães
A New Perspective on Channel Allocation in WLAN: Considering the Total Marginal Utility of the Connections for the Users. GECCO (2015)
Alan R. R. de Freitas, Peter J. Fleming, Frederico G. Guimarães
Aggregation Trees for visualization and dimension reduction in many-objective optimization. Inf. Sci. 298 (2015)
Danilo Sipoli Sanches, Telma Woerle de Lima, João Bosco A. London Jr., Alexandre Cláudio Botazzo Delbem, Ricardo S. Prado, Frederico G. Guimarães
Multi-objective Evolutionary Algorithm with Discrete Differential Mutation Operator for Service Restoration in Large-Scale Distribution Systems. EMO (2) (2015)
Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Alan R. R. de Freitas, Felipe Campelo, Frederico G. Guimarães
A study on the configuration of migratory flows in island model differential evolution. GECCO (Companion) (2014)
A. R. R. Freitas, V. M. R. Silva, Felipe Campelo, Frederico G. Guimarães
Optimizing two-level reverse distribution networks with hybrid memetic algorithms. Optim. Lett. 8 (2) (2014)
Vitor Nazário Coelho, Frederico G. Guimarães, Agnaldo J. R. Reis, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza
A heuristic fuzzy algorithm bio-inspired by Evolution Strategies for energy forecasting problems. FUZZ-IEEE (2014)
Ricardo S. Prado, Rodrigo César Pedrosa Silva, Oriane M. Neto, Frederico G. Guimarães, Danilo Sipoli Sanches, João Bosco A. London Jr., Alexandre C. B. Delbem
Differential evolution using ancestor tree for service restoration in power distribution systems. Appl. Soft Comput. 23 (2014)
Rodrigo C. P. Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães
A study on self-configuration in the differential evolution algorithm. SDE (2014)
Frederico A. C. A. Gonçalves, Frederico G. Guimarães, Marcone J. F. Souza
Query join ordering optimization with evolutionary multi-agent systems. Expert Syst. Appl. 41 (15) (2014)
Alan R. R. de Freitas, Rodrigo C. P. Silva, Frederico G. Guimarães
On the visualization of trade-offs and reducibility in many-objective optimization. GECCO (Companion) (2014)
Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães
Dynamic selection of migration flows in island model differential evolution. GECCO (Companion) (2013)
Alan R. R. de Freitas, Peter J. Fleming, Frederico G. Guimarães
A Non-parametric Harmony-Based Objective Reduction Method for Many-Objective Optimization. SMC (2013)
Frederico A. C. A. Gonçalves, Frederico G. Guimarães, Marcone J. F. Souza
An evolutionary multi-agent system for database query optimization. GECCO (2013)
Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães
A Multi-agent Approach to the Adaptation of Migration Topology in Island Model Evolutionary Algorithms. SBRN (2012)
A. R. R. Freitas, V. M. R. Silva, Frederico G. Guimarães, Felipe Campelo
Genetic Algorithms Applied to Reverse Distribution Networks. SOCO (2012)
Vitor Nazário Coelho, Marcone J. F. Souza, Igor Machado Coelho, Frederico G. Guimarães, Thibaut Lust, R. C. Cruz
Multi-objective approaches for the open-pit mining operational planning problem. Electron. Notes Discret. Math. 39 (2012)
A. R. R. Freitas, Frederico G. Guimarães, Raonne Barbosa Barbosa
Automatic Evaluation Methods in Evolutionary Music: An Example with Bossa Melodies. PPSN (2) (2012)
Rodrigo César Pedrosa Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães
Performance Comparison of Parameter Variation Operators in Self-Adaptive Differential Evolution Algorithms. SBRN (2012)
Bernadete Maria de Mendonça Neta, Gustavo Henrique Diniz Araújo, Frederico G. Guimarães, Renato Cardoso Mesquita, Petr Yakovlevitch Ekel
A fuzzy genetic algorithm for automatic orthogonal graph drawing. Appl. Soft Comput. 12 (4) (2012)
A. R. R. Freitas, Rodrigo César Pedrosa Silva, Frederico G. Guimarães
Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers. SOCO (2012)
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
-Dominance: Improving Convergence and Diversity in Multiobjective Evolutionary Algorithms. EMO (2011)
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
A comparison of dominance criteria in many-objective optimization problems. IEEE Congress on Evolutionary Computation (2011)
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
A new self-adaptive approach for evolutionary multiobjective optimization. IEEE Congress on Evolutionary Computation (2010)
Gladston J. P. Moreira, Elizabeth F. Wanner, Frederico G. Guimarães, Luiz Duczmal, Ricardo H. C. Takahashi
LMI formulation for multiobjective learning in Radial Basis Function neural networks. IJCNN (2010)
Ricardo S. Prado, Rodrigo C. P. Silva, Frederico G. Guimarães, Oriane M. Neto
Using differential evolution for combinatorial optimization: A general approach. SMC (2010)
Lucas S. Batista, Frederico G. Guimarães, Jaime A. Ramírez
A Differential Mutation operator for the archive population of multi-objective evolutionary algorithms. IEEE Congress on Evolutionary Computation (2009)
Frederico G. Guimarães, Elizabeth F. Wanner, Ricardo H. C. Takahashi
A quality metric for multi-objective optimization based on Hierarchical Clustering Techniques. IEEE Congress on Evolutionary Computation (2009)
Gustavo L. Soares, Frederico G. Guimarães, Carlos A. Maia, João A. Vasconcelos, Luc Jaulin
Interval Robust Multi-Objective Evolutionary Algorithm. IEEE Congress on Evolutionary Computation (2009)
Ricardo H. C. Takahashi, Frederico G. Guimarães, Elizabeth F. Wanner, Eduardo G. Carrano
Feedback-Control Operators for Evolutionary Multiobjective Optimization. EMO (2009)
Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming
Local Search with Quadratic Approximations into Memetic Algorithms for Optimization with Multiple Criteria. Evol. Comput. 16 (2) (2008)
Frederico G. Guimarães, Reinaldo M. Palhares, Felipe Campelo, Hajime Igarashi
control systems using algorithms inspired by the immune system. Inf. Sci. 177 (20) (2007)
Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming
Local search with quadratic approximation in Genetic Algorithms for expensive optimization problems. IEEE Congress on Evolutionary Computation (2007)
Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming
A Quadratic Approximation-Based Local Search Procedure for Multiobjective Genetic Algorithms. IEEE Congress on Evolutionary Computation (2006)
Felipe Campelo, Frederico G. Guimarães, Hajime Igarashi
Overview of Artificial Immune Systems for Multi-objective Optimization. EMO (2006)
Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming
Quadratic Approximation-Based Coordinate Change in Genetic Algorithms. IEEE Congress on Evolutionary Computation (2006)
Felipe Campelo, Frederico G. Guimarães, Hajime Igarashi, Kota Watanabe, Jaime Arturo Ramírez
An Immune-based Algorithm for Topology Optimization. IEEE Congress on Evolutionary Computation (2006)
Vinicius L. S. Silva, André R. da Cruz, Eduardo G. Carrano, Frederico G. Guimarães, Ricardo H. C. Takahashi
On Nonlinear Fitness Functions for Ranking-Based Selection. IEEE Congress on Evolutionary Computation (2006)
Frederico G. Guimarães, Elizabeth F. Wanner, Felipe Campelo, Ricardo H. C. Takahashi, Hajime Igarashi, David A. Lowther, Jaime A. Ramírez
Local Learning and Search in Memetic Algorithms. IEEE Congress on Evolutionary Computation (2006)
Elizabeth F. Wanner, Frederico G. Guimarães, Rodney R. Saldanha, Ricardo H. C. Takahashi, Peter J. Fleming
Constraint quadratic approximation operator for treating equality constraints with genetic algorithms. Congress on Evolutionary Computation (2005)