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Relation of Neighborhood Size and Diversity Loss Rate in Particle Swarm Optimization With Ring Topology

Measuring the population diversity in metaheuristics has become a common practice for adaptive approaches, aiming mainly to address the issue of premature convergence. Understanding the processes leading to a diversity loss in a metaheuristic algorithm is crucial for designing successful adaptive ap...

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Principais autores: Michal Pluháček, Anezka Kazikova, Tomas Kadavy, Adam Viktorin, Roman Senkerik
Formato: Artigo
Idioma:Inglês
Publicado em: Brno University of Technology 2021-12-01
coleção:Mendel
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Acesso em linha:https://mendel-journal.org/index.php/mendel/article/view/151
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