Selected Publications

Alan De Freitas Daniel Liam Anderson Giuseppe Dangelo Hans Goudey Hartmut Kaiser Isidoros Tsaousis Jacques Lucke Krystian Stasiowski Shreyas Atre Stéphane Janel Thiago Maciera	P3236R0: Please reject P2786 and adopt P1144. Open Standards 2024
Lopes, Rodolfo A. Robert Resende De Freitas, Alan	Gray-Box Local Search with Groups of Step Sizes. Soft Computing 2023
De Carvalho Chagas, Eduardo Robert Resende De Freitas, Alan	A Constrained Portfolio Optimization Model using MAD: A Study on the Impact of Cardinality and Frontier Constraints. Modelo de Otimização de Portfólios Restrito Usando MAD: Um Estudo Do Impacto das Restrições de Cardinalidade e de Fronteira. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2022
Sanches Nere Dos Santos, Carla Robert Resende De Freitas, Alan	A Multiobjective Evolutionary Model for Affective Algorithmic Composition. Um Modelo Evolutivo Multiobjetivo para Composição Algorítmica Afetiva. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2022
Sanches Nere Dos Santos, Carla Robert Resende De Freitas, Alan	Mono-objective Evolutionary Model for Affective Algorithmic Composition. Inteligencia Artificial 2022
Lopes, R. A. Freitas, A. Pedrosa-silva, R. C.	Local Search with Groups of Step Sizes. Operations Research Letters 2021
Freitas, Alan	Efficient user-oriented Pareto fronts and Pareto archives based on spatial data structures. Swarm and Evolutionary Computation. 2021
Lopes, Henrique Freitas, Alan	Probabilistic (k,l)-Context-Sensitive Grammar Inference with Gibbs Sampling Applied to Chord Sequences. 13th International Conference on Agents and Artificial Intelligence. 2021
Lopes, Rodolfo A. Silva, Rodrigo C. P. De Freitas, Alan R. R.	An abstract interface for large-scale continuous optimization decomposition methods. Genetic and Evolutionary Computation Conference. 2021
Honorato, N. S. Delabrida, S. E. Oliveira, W. Freitas, A. R. R.	Herde: A Game for the Teaching the Promotion of Environmental Consciousness. Herde: Um Jogo para o Ensino a Promoção de Consciência Ambiental. Brazilian Congress on Computing in Education (Congresso Brasileiro de Informática na Educação (CBIE)) 2021
Lima, W. G. R. Freitas, Alan Lima, T. F. M.	Design and development of a serious game for musical education. Design e desenvolvimento de um jogo sério para educação musical. Brazilian Symposium on Computer Games and Digital Entertainment (Simpósio Brasileiro de Jogos de Computador e Entretenimento Digital (SBGames)) 2021
Honorato, N. S. Santos, A. J. Delabrida, S. E. R. Freitas, Alan Oliveira, W.	Strong: Development and Evaluation of a Game to Auxiliary in the Treatments in the Autism Spectrum. Strong: Desenvolvimento e Avaliação de um Jogo para Auxiliar no Tratamento do Espectro do Autismo. Brazilian Symposium on Computer Games and Digital Entertainment (Simpósio Brasileiro de Jogos de Computador e Entretenimento Digital (SBGames)) 2021
Santos, G. S. Freitas, A.	A Predictive Model for the Diet Problem Modelo Preditivo para o Problema da Dieta. Brazilian Congress on Computational Intelligence (CBIC) (Congresso Brazileiro de Inteligência Computacional (CBIC)) 2021
Santos, G. S. Freitas, A.	An Interactive Model for the Diet Problem Modelo Interativo para o Problema da Dieta. Brazilian Symposium on Intelligent Automation (Simpósio Brasileiro de Automação Inteligente (SBAI)) 2021
Gomes, Thiago Macedo De Freitas, Alan Robert Resende Lopes, Rodolfo Ayala	Multi-heap constraint handling in gray box evolutionary algorithms. Genetic and Evolutionary Computation Conference 2019
Lopes, Rodolfo Ayala Gomes, Thiago Macedo De Freitas, Alan Robert Resende	A symbolic evolutionary algorithm software platform. Genetic and Evolutionary Computation Conference. 2019
Fortes, Reinaldo Silva Lacerda, Anisio Freitas, Alan Bruckner, Carlos Coelho, Dayanne Gonçalves, Marcos	User-Oriented Objective Prioritization for Meta-Featured Multi-Objective Recommender Systems. Conference on User Modeling, Adaptation and Personalization - UMAP 2018
Lopes, Rodolfo A. De Freitas, Alan R. R.	Island-cellular model differential evolution for large-scale global optimization. Genetic and Evolutionary Computation Conference 2017
André Gonçalves, Marcos Silva Fortes, Reinaldo R. R. De Freitas, Alan	A Multicriteria Evaluation of Hybrid Recommender Systems: On the Usefulness of Input Data Characteristics. International Conference on Enterprise Information Systems. 2017
Lopes, R. A. Freitas, Alan R.r.	A Hybrid Model of Population Distribution for the Differential Evolution Algorithm. Um Modelo Híbrido de Distribuição Populacional para o Algoritmo de Evolução Diferencial. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2017
Silva, Rodrigo Salimi, Armin Li, Min Freitas, Alan Guimaraes, Frederico Lowther, David	Visualization and Analysis of Trade-offs in Many-Objective Optimization: A Case Study on the Interior Permanent Magnet Motor Design. IEEE Transactions on Magnetics 2016
Pedrosa-silva, R. C. Salimi, A. Li, M. Freitas, Alan R.r. Guimarães, F. G. Lowther, D. A.	Visualization and Analysis of Trade-offs in Many-Objective Optimization: A Case Study on the Interior Permanent Magnet Motor Design. Compumag 2015
Alcantara, T. Freitas, Alan R.r. Guimarães, F. G.	A New Perspective on Channel Allocation in WLAN: Considering the Total Marginal Utility of the Connections for the Users. Genetic and Evolutionary Computation Conference. 2015
Almeida, P. H. Freitas, Alan R.r.	Scaling Objective Functions Considering the Phenotypical Diversity in Population Algorithms. Escalonamento de Funções Objetivo Considerando Diversidade Fenotípica em Algoritmos Populacionais. Brazilian Symposium on Operations Research. (Simpósio Brasileiro de Pesquisa Operacional.) 2015
Alcantara, T. Freitas, Alan R.r. Guimarães, F. G.	Channel Allocation with Maximum User Utility in Local Wireless Networks. Alocação de Canais com Utilidade Máxima para Usuários em Redes Locais Sem Fio. Brazilian Symposium on Operations Research. (Simpósio Brasileiro de Pesquisa Operacional.) 2015
Coelho, Vitor N. Coelho, Igor M. Coelho, Bruno N. De Oliveira, Glauber C. Barbosa, Alexandre C. Pereira, Leo De Freitas, Alan Santos, Haroldo G. Ochi, Luis S. Guimarães, Frederico G.	A communitarian microgrid storage planning system inside the scope of a smart city. Applied Energy. 2016
Matsueda, L. C. O. Freitas, Alan R.r. Guimarães, F. G.	Average Aggregation Trees for the Analysis and Optimization of the Many-Objective Vehicle Routing Problem with Flexible Time Windows Árvores de Agregação Média para Análise e Otimização do Problema de Roteamento de Veículos com Muitos Objetivos e Janelas de Tempo Flexíveis. Brazilian Symposium on Operations Research. (Simpósio Brasileiro de Pesquisa Operacional.) 2016
Lopes, R. A. Freitas, Alan R.r.	An Analysis of the Performance Trade-off in Island Model Configurations in Differential Evolution. Uma Análise do Trade-off de Desempenho das Diferentes Configurações do Modelo em Ilhas Usando Evolução Diferencial. Brazilian Symposium on Operations Research. (Simpósio Brasileiro de Pesquisa Operacional.) 2016
Freitas, A. R. R.	Visualization and Dimension Reduction in Many-Objective Optimization. Workshop on Applied Combinatorial Optimization Methods 2016
Lopes, R. A. Freitas, Alan R.r.	A Brief Overview of Migratory Flows in Island Model for Evolutionary Algorithms. Workshop on Applied Combinatorial Optimization Methods 2016
Freitas, A. R. R. Silva, V. M. R. Campelo, F. Guimarães, F. G.	Optimizing two-level reverse distribution networks with hybrid memetic algorithms. Optimization Letters 2014
Freitas, A. Fleming, P. J. Guimarães, F. G.	Aggregation Trees for Visualization and Dimension Reduction in Many-Objective Optimization. Information Sciences 2014
Salomon, Shaul Domínguez-medina, Christian Avigad, Gideon Freitas, Alan Goldvard, Alex Schütze, Oliver Trautmann, Heike	PSA Based Multi Objective Evolutionary Algorithms. Studies in Computational Intelligence. 2014
Lopes, Rodolfo Ayala Pedrosa Silva, Rodrigo C. Freitas, Alan R.r. Campelo, Felipe Guimarães, Frederico G.	A study on the configuration of migratory flows in island model differential evolution. Genetic and Evolutionary Computation Conference 2014
Freitas, Alan R.r. Silva, Rodrigo C.p. Guimarães, Frederico G.	On the visualization of trade-offs and reducibility in many-objective optimization. Genetic and Evolutionary Computation Conference. 2014
Matsueda, L. C. O. Guimaraes, Frederico G. Freitas, Alan R.r.	Objective Selection in the Vehicle Routing Problem with Flexible Time Windows. Seleção de Objetivos no Problema de Roteamento de Veículos com Janelas de Tempo. Brazilian Symposium on Operations Research. (Simpósio Brasileiro de Pesquisa Operacional.) 2014
P. Silva, Rodrigo Lopes, Rodolfo R. Freitas, Alan Guimaraes, Frederico	A study on self-configuration in the differential evolution algorithm. IEEE Symposium on Differential Evolution (SDE). 2014
Freitas, Alan Robert Resende Guimarães, Frederico Gadelha Pedrosa Silva, Rodrigo César Souza, Marcone Jamilson Freitas	Memetic self-adaptive evolution strategies applied to the maximum diversity problem. Optimization Letters. 2013
Freitas, A. R. R. Pedrosa Silva, R. C. Guimarães, F. G. .	Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers. Advances in Intelligent Systems and Computing. 2013
Freitas, A. R. R. Silva, V. M. R. Guimarães, F. G. Campelo, F.	Genetic Algorithms Applied to Reverse Distribution Networks. Advances in Intelligent Systems and Computing 2013
Freitas, Alan R.r. Fleming, Peter J. Guimaraes, Frederico G.	A Non-parametric Harmony-Based Objective Reduction Method for Many-Objective Optimization. IEEE International Conference on Systems, Man and Cybernetics (SMC) 2013
Freitas, A. R. R. Guimarães, F. G. Barbosa, R. V.	Automatic Evaluation Methods in Evolutionary Music: An Example with Bossa Melodies. Lecture Notes in Computer Science / International Conference on Parallel Problem Solving from Nature. 2012
Lopes, R. A. Freitas, A. R. R. Silva, R. C. Pedrosa Guimarães, Frederico Gadelha	Differential Evolution and Perceptron Decision Trees for Classification Tasks. Lecture Notes in Computer Science / International Conference on Intelligent Data Engineering and Automated Learning (IDEAL) 2012
Freitas, A. R. R. Guimarães, F. G. Barbosa, R. V.	Ideas in Automatic Evaluation Methods for Melodies in Algorithmic Composition. Sound and Music Computing Conference 2012
Pedrosa-silva, R. C. Lopes, R. A. Freitas, A. R. R. Guimarães, F. G.	Performance Comparison of Parameter Variation Operators in Self-Adaptive Differential Evolution Algorithms. Brazilian Symposium on Neural Networks. (Simpósio Brasileiro de Redes Neurais.) 2012
Silva, V. M. R. Freitas, A. R. R. Campelo, F. Guimarães, F. G.	Logística Reversa Capacitada em Dois Níveis - Uma Abordagem Utilizando Algoritmos Genéticos. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2012
Oliveira, M. V. Freitas, A. R. R. Guimarães, F. G.	A Ranking Strategy based on Diversity in Genetic Algorithms. Uma estratégia de Ranking baseada em diversidade em Algoritmos Genéticos. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2012
Eitelberg, E. Freitas, A. R. R.	Pareto Optimal Sensitivity Bounds for a Strongly Interacting 2-Loop Brazing Temperature Control System. The ORT Braude College 8th Interdisciplinary Research Conference. 2012
Freitas, A. R. R. Lopes, R. A. Pedrosa-silva, R. C. Guimarães, F. G.	Data Classification via Perceptron Trees Generated with Differential Evolution. Classificação de Dados Através de Árvores de Perceptrons Geradas por Evolução Diferencial. Braziliam Symposium on Artificial Intelligence (Encontro Nacional de Inteligência Artificial) 2012
De Freitas, Alan R.r. Guimarães, Frederico Gadelha	Originality and diversity in the artificial evolution of melodies Genetic and Evolutionary Computation Conference 2011
Freitas, A. Guimarães, F. G.	Melody Harmonization in Evolutionary Music using Multiobjective Genetic Algorithms. Sound and Music Computing Conference 2011
Freitas, A. R. R. Guimarães, F. G. Ruela, A.	Multi-objective Evolutionary Computation for Melody Harmonization. Computação Evolutiva Multiobjetivo para Harmonização de Melodias. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2011
Ruela, A. Aquino, A. Guimarães, F. G. Freitas, A. R. R.	A Cooperative Co-evolutionary Algorithm for the Configuration of Wireless Sensor Networks. Um Algoritmo Coevolutivo Cooperativo para Configuração de Redes de Sensores sem Fio. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2011
Freitas, A. R. R. Guimarães, F. G.	Generating Original Melodies with Genetic Algorithms. Geração de Melodias Originais Usando Algoritmos Genéticos. Brazilian Congress on Computational Inteligence (Congresso Brasileiro de Inteligência Computacional) 2011
Freitas, A. R. R. Guimarães, F. G.	When Darwin Meets Bossa: An Evolutionary Samba. Genetic and Evolutionary Computation Conference (GECCO) 2011
Freitas, A. R. R. Souza, M. J. F. Guimarães, F. G.	A Comparison of Heuristics Applied to the Maximum Diversity Problem. Comparação de Heurísticas Aplicadas ao Problema da Diversidade Máxima. Symposium of Computational Models (Encontro de Modelagem Computacional (EMC)) 2010
Batista, L. S. Freitas, A. R. R. Guimarães, F. G. Ramirez, J. A.	Solving the Traveling Salesman Problem via GRASP with Construction based on Self-Organizable Neural Networks. Resolvendo o Problema do Caixeiro Viajante Via GRASP com Construção Baseada em Redes Neurais Auto-Organizáveis. Brazilian Conference on Neural Networks and Computational Intelligence (Congresso Brasileiro de Redes Neurais e Inteligência Computacional (CBRN/IC)) 2009
Batista, L. S. Freitas, A. R. R. Guimarães, F. G. Ramirez, J. A.	GRASP e Self-Organizable Neural Networks: A Meta-Heuristic for the Solution of the TSP. GRASP e Redes Neurais Auto-Organizáveis: Uma Meta-Heurística para a Solução do TSP. Luso-Brazilian School of Evolutionary Computation (Escola Luso-Brasileira de Computação Evolutiva (ELBCE)) 2009