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Appropriate noise addition to metaheuristic algorithms can enhance their performance

Nature-inspired swarm-based algorithms are increasingly applied to tackle high-dimensional and complex optimization problems across disciplines. They are general purpose optimization algorithms, easy to implement and assumption-free. Some common drawbacks of these algorithms are their premature conv...

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Detalles Bibliográficos
Autores principales: Choi, Kwok Pui, Kam, Enzio Hai Hong, Tong, Xin T., Wong, Weng Kee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10066303/
https://www.ncbi.nlm.nih.gov/pubmed/37002274
http://dx.doi.org/10.1038/s41598-023-29618-5