Jean Paulo Martins

Orcid: 0000-0003-2112-3723

According to our database1, Jean Paulo Martins authored at least 21 papers between 2011 and 2024.

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Bibliography

2024
Randomized heuristic repair for large-scale multidimensional knapsack problem.
CoRR, 2024

Closed-form congestion control via deep symbolic regression.
CoRR, 2024

2022
Multi-agent reinforcement learning for intent-based service assurance in cellular networks.
CoRR, 2022

Intent-based multi-agent reinforcement learning for service assurance in cellular networks.
Proceedings of the IEEE Global Communications Conference, 2022

2021
A randomized heuristic repair for the multidimensional knapsack problem.
Optim. Lett., 2021

Policy Distillation for Real-Time Inference in Fronthaul Congestion Control.
IEEE Access, 2021

Rainbow deep reinforcement learning for TCP congestion control.
Proceedings of the IEEE Latin-American Conference on Communications, 2021

2019
Reproductive bias, linkage learning and diversity preservation in bi-objective evolutionary optimization.
Swarm Evol. Comput., 2019

2016
Pairwise independence and its impact on Estimation of Distribution Algorithms.
Swarm Evol. Comput., 2016

2015
Analysis of linkage learning in evolutionary optimization.
PhD thesis, 2015

A compact transformation of arc routing problems into node routing problems.
Ann. Oper. Res., 2015

Handling Crossover Bias to Improve Diversity in Multiobjective Evolutionary Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
Efficiency enhancement of estimation of distribution algorithms by a compressed tournament selection.
J. Intell. Fuzzy Syst., 2014

On the performance of linkage-tree genetic algorithms for the multidimensional knapsack problem.
Neurocomputing, 2014

On the effectiveness of genetic algorithms for the multidimensional knapsack problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Multimodality and the linkage-learning difficulty of additively separable functions.
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.
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.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

A comparison of Linkage-learning-based Genetic Algorithms in Multidimensional Knapsack Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Decomposition of Black-Box Optimization Problems by Community Detection in Bayesian Networks.
Int. J. Nat. Comput. Res., 2012

2011
Multi-objective Phylogenetic Algorithm: Solving Multi-objective Decomposable Deceptive Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011


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