Marcelo Gomes Pereira de Lacerda

According to our database, Marcelo Gomes Pereira de Lacerda authored at least 11 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Towards a Surrogate-assisted PALLAS algorithm for Gene Regulatory Network Inference.

Hugo de Andrade Amorim Neto, Luis Loo, Marcelo Gomes Pereira de Lacerda, Ulisses Braga-Neto, Fernando Buarque de Lima Neto

Proceedings of the 17th Brazilian Symposium on Bioinformatics, 2024

2023

Out-of-the-box parameter control for evolutionary and swarm-based algorithms with distributed reinforcement learning.

Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto, Teresa Bernarda Ludermir, Herbert Kuchen

Swarm Intell., September, 2023

Improving Transferability of Population-Based Learning-to-Optimize Algorithms Through Imitation Learning.

Gabriel Anunciação Kopte, Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

2022

Towards a parameterless out-of-the-box population size control for evolutionary and swarm-based algorithms for single objective bound constrained real-parameter numerical optimization.

Marcelo Gomes Pereira de Lacerda, Hugo de Andrade Amorim Neto, Teresa Bernarda Ludermir, Herbert Kuchen, Fernando Buarque de Lima Neto

Appl. Soft Comput., 2022

Step-Size Individualization: a Case Study for The Fish School Search Family.

Hugo de Andrade Amorim Neto, Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

A systematic literature review on general parameter control for evolutionary and swarm-based algorithms.

Marcelo Gomes Pereira de Lacerda, Luis Filipe de Araujo Pessoa, Fernando Buarque de Lima Neto, Teresa Bernarda Ludermir, Herbert Kuchen

Swarm Evol. Comput., 2021

2019

On the Learning Properties of Dueling DDQN in Parameter Control for Evolutionary and Swarm-based Algorithms.

Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto, Hugo de Andrade Amorim Neto, Herbert Kuchen, Teresa Bernarda Ludermir

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019

2018

Population Size Control for Efficiency and Efficacy Optimization in Population Based Metaheuristics.

Marcelo Gomes Pereira de Lacerda, Hugo Deandrade Amorim Neto, Teresa Bernarda Ludermir, Herbert Kuchen, Fernando Buarque de Lima Neto

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2014

A Multithreaded Implementation of the Fish School Search Algorithm.

Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto

Proceedings of the Advances in Artificial Life and Evolutionary Computation, 2014

Weight based fish school search.

Fernando Buarque de Lima Neto, Marcelo Gomes Pereira de Lacerda

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

2009

Danger Theory and Multi-agents Applied for Addressing the Deny of Service Detection Problem in IEEE 802.11 Networks.

Moisés Danziger, Marcelo Lacerda, Fernando Buarque de Lima Neto

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009