Jean Paulo Martins

According to our database, Jean Paulo Martins authored at least 21 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Randomized heuristic repair for large-scale multidimensional knapsack problem.

Jean P. Martins

CoRR, 2024

Closed-form congestion control via deep symbolic regression.

Jean Paulo Martins, Igor Almeida, Ricardo S. Souza, Silvia Lins

CoRR, 2024

2022

Multi-agent reinforcement learning for intent-based service assurance in cellular networks.

Satheesh K. Perepu, Jean P. Martins, Ricardo Souza S, Kaushik Dey

CoRR, 2022

Intent-based multi-agent reinforcement learning for service assurance in cellular networks.

Satheesh K. Perepu, Jean P. Martins, Ricardo Souza S, Kaushik Dey

Proceedings of the IEEE Global Communications Conference, 2022

2021

A randomized heuristic repair for the multidimensional knapsack problem.

Jean Paulo Martins, Bruno Cesar Ribas

Optim. Lett., 2021

Policy Distillation for Real-Time Inference in Fronthaul Congestion Control.

Jean Paulo Martins, Igor Almeida, Ricardo S. Souza, Silvia Lins

IEEE Access, 2021

Rainbow deep reinforcement learning for TCP congestion control.

Jean Paulo Martins, Ricardo S. Souza, Igor Almeida, Silvia Lins

Proceedings of the IEEE Latin-American Conference on Communications, 2021

2019

Reproductive bias, linkage learning and diversity preservation in bi-objective evolutionary optimization.

Jean Paulo Martins, Alexandre C. B. Delbem

Swarm Evol. Comput., 2019

2016

Pairwise independence and its impact on Estimation of Distribution Algorithms.

Jean Paulo Martins, Alexandre C. B. Delbem

Swarm Evol. Comput., 2016

2015

Analysis of linkage learning in evolutionary optimization.

Jean Paulo Martins

PhD thesis, 2015

A compact transformation of arc routing problems into node routing problems.

Les R. Foulds, Humberto J. Longo, Jean Paulo Martins

Ann. Oper. Res., 2015

Handling Crossover Bias to Improve Diversity in Multiobjective Evolutionary Optimization.

Jean Paulo Martins, Alexandre C. B. Delbem

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Efficiency enhancement of estimation of distribution algorithms by a compressed tournament selection.

Jean Paulo Martins, Alexandre C. B. Delbem

J. Intell. Fuzzy Syst., 2014

On the performance of linkage-tree genetic algorithms for the multidimensional knapsack problem.

Jean Paulo Martins, Carlos M. Fonseca, Alexandre C. B. Delbem

Neurocomputing, 2014

On the effectiveness of genetic algorithms for the multidimensional knapsack problem.

Jean Paulo Martins, Humberto J. Longo, Alexandre C. B. Delbem

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Multimodality and the linkage-learning difficulty of additively separable functions.

Jean Paulo Martins, Alexandre C. B. Delbem

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

The influence of linkage-learning in the linkage-tree GA when solving multidimensional knapsack problems.

Jean Paulo Martins, Alexandre Cláudio Botazzo Delbem

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Multi-Objective Evolutionary Algorithm with Node-Depth Encoding and Strength Pareto for Service Restoration in Large-Scale Distribution Systems.

Marcilyanne Moreira Gois, Danilo Sipoli Sanches, Jean Paulo Martins, João Bosco A. London Jr., Alexandre Cláudio Botazzo Delbem

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

A comparison of Linkage-learning-based Genetic Algorithms in Multidimensional Knapsack Problems.

Jean Paulo Martins, C. Bringel Neto, Marcio K. Crocomo, Karla Vittori, Alexandre C. B. Delbem

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Decomposition of Black-Box Optimization Problems by Community Detection in Bayesian Networks.

Marcio K. Crocomo, Jean Paulo Martins, Alexandre C. B. Delbem

Int. J. Nat. Comput. Res., 2012

2011

Multi-objective Phylogenetic Algorithm: Solving Multi-objective Decomposable Deceptive Problems.

Jean Paulo Martins, Antonio Helson Mineiro Soares, Danilo Vasconcellos Vargas, Alexandre Cláudio Botazzo Delbem

Proceedings of the Evolutionary Multi-Criterion Optimization, 2011