A Novel Swarm Optimization Algorithm Based on Hive Construction by Tetragonula carbonaria Builder Bees

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AudienciaPúblico en generales_ES
CoberturaMéxicoes_ES
Fecha de ingreso2026-09-15T00:30:15Z
Fecha de publicación2025-01-01
ResumenThis paper introduces a new optimization problem-solving method based on how the stingless bee Tetragonula carbonaria builds and regulates temperature in the hive. The Tetragonula carbonaria Optimization Algorithm (TGCOA) models three different behaviors: strengthening the structure’s hive when it is cold, building combs in a spiral pattern at medium temperatures, and stabilizing the hive when it is hot. These temperature-dependent strategies dynamically balance global exploitation and local exploration within the solution space, enabling a more efficient search. To validate the efficiency and effectiveness of the proposed method, the TGCOA algorithm was tested using ten unimodal and ten multimodal benchmark functions, twenty-eight constrained problems with dimensions set to 10, 30, 50, and 100 taken from the IEEE CEC 2017, and seven real-world engineering design challenges. Furthermore, it was compared with ten algorithms from the literature. Wilcoxon signed-rank and Friedman statistical tests were performed to assess the outcomes. The results on the benchmark problems showed that the approach outperformed 80% of the algorithms at a 5% significance level in the Wilcoxon signed-rank test and ranked first overall according to the Friedman test. Additionally, in multidimensional problems, the TGCOA was ranked first in dimensions 30, 50, and 100. Moreover, in engineering problems, the approach demonstrated a high capacity to solve constraint problems, obtaining better results than the algorithms that were compared.es_ES
Doihttps://doi.org/10.3390/math13172721es_ES
URIhttps://riuat.uat.edu.mx/handle/123456789/2207
Idiomaeses_ES
EditorialMDPI AGes_ES
RelaciónMathematicses_ES
URL relacionadohttps://doi.org/10.3390/math13172721es_ES
DerechosAcceso abierto (Metadatos de producción científica)es_ES
Licenciahttp://purl.org/coar/access_right/c_abf2es_ES
FuenteMathematics
TítuloA Novel Swarm Optimization Algorithm Based on Hive Construction by Tetragonula carbonaria Builder Beeses_ES
TipoArtículoes_ES
ArbitradoHa sido Arbitradoes_ES
AutorGámez, Mildret Guadalupe Martínez
AutorVázquez, Hernán Peraza
AutorGámez, Mildret Guadalupe Martínezes_ES
AutorVázquez, Hernán Perazaes_ES
InstituciónUniversidad Autónoma de Tamaulipas
InstituciónUniversidad Autónoma de Tamaulipases_ES
Número17es_ES
Rango de páginas2721es_ES
URL relacionadahttps://doi.org/10.3390/math13172721
Tipo de artículoIndexado
Tipo de artículoIndexadoes_ES
Volumen13es_ES

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