Marcelo Gomes Pereira de Lacerda

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 7

Top Topics

Numerical Optimization

Population Size

Literature Review

Reinforcement Learning

Top Venues

Swarm Evol. Comput.

Publications

Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto, Teresa Bernarda Ludermir, Herbert Kuchen
Out-of-the-box parameter control for evolutionary and swarm-based algorithms with distributed reinforcement learning. Swarm Intell. 17 (3) (2023)
Gabriel Anunciação Kopte, Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto
Improving Transferability of Population-Based Learning-to-Optimize Algorithms Through Imitation Learning. LA-CCI (2023)
Marcelo Gomes Pereira de Lacerda, Hugo de Andrade Amorim Neto, Teresa Bernarda Ludermir, Herbert Kuchen, Fernando Buarque de Lima Neto
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. Appl. Soft Comput. 123 (2022)
Hugo de Andrade Amorim Neto, Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto
Step-Size Individualization: a Case Study for The Fish School Search Family. CEC (2022)
Marcelo Gomes Pereira de Lacerda, Luis Filipe de Araujo Pessoa, Fernando Buarque de Lima Neto, Teresa Bernarda Ludermir, Herbert Kuchen
A systematic literature review on general parameter control for evolutionary and swarm-based algorithms. Swarm Evol. Comput. 60 (2021)
Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto, Hugo de Andrade Amorim Neto, Herbert Kuchen, Teresa Bernarda Ludermir
On the Learning Properties of Dueling DDQN in Parameter Control for Evolutionary and Swarm-based Algorithms. LA-CCI (2019)
Marcelo Gomes Pereira de Lacerda, Hugo Deandrade Amorim Neto, Teresa Bernarda Ludermir, Herbert Kuchen, Fernando Buarque de Lima Neto
Population Size Control for Efficiency and Efficacy Optimization in Population Based Metaheuristics. CEC (2018)
Fernando Buarque de Lima Neto, Marcelo Gomes Pereira de Lacerda
Weight based fish school search. SMC (2014)
Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto
A Multithreaded Implementation of the Fish School Search Algorithm. WIVACE (2014)