Search Results - "de Andrade Amorim Neto, Hugo"

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

“…We present an innovative step towards a parameterless out-of-the-box population size control for evolutionary and swarm-based algorithms for single objective…”
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Step-Size Individualization: a Case Study for The Fish School Search Family by de Andrade Amorim Neto, Hugo, de Lacerda, Marcelo Gomes Pereira, de Lima Neto, Fernando Buarque

“…This study proposes a new strategy to improve the performance of the algorithms of the Fish School Search (FSS) family via the individualization of the…”
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On the Learning Properties of Dueling DDQN in Parameter Control for Evolutionary and Swarm-based Algorithms by de Lacerda, Marcelo Gomes Pereira, de Lima Neto, Fernando Buarque, de Andrade Amorim Neto, Hugo, Kuchen, Herbert, Ludermir, Teresa Bernarda

“…This work is intended to assess the learning capability of an agent implemented with a Dueling Double Deep Q-Network in the problem of parameter control for…”
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Population Size Control for Efficiency and Efficacy Optimization in Population Based Metaheuristics by GomesPereira de Lacerda, Marcelo, Deandrade Amorim Neto, Hugo, BernardaLudermir, Teresa, Kuchen, Herbert, Buarquede Lima Neto, Fernando

“…This paper proposes a mechanism of dynamic adjustment of the population size of population based metaheuristics in order to balance its efficacy and…”
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