Revisiting the parallel tempering algorithm : high-performance computing and applications in operations research.

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.creatorAlmeida, André Luís Barroso de-
Autor(es): dc.creatorLima, Joubert de Castro-
Autor(es): dc.creatorCarvalho, Marco Antonio Moreira de-
Data de aceite: dc.date.accessioned2025-08-21T15:55:47Z-
Data de disponibilização: dc.date.available2025-08-21T15:55:47Z-
Data de envio: dc.date.issued2025-08-06-
Data de envio: dc.date.issued2024-
Fonte completa do material: dc.identifierhttps://www.repositorio.ufop.br/handle/123456789/20746-
Fonte completa do material: dc.identifierhttps://www.sciencedirect.com/science/article/pii/S0305054825000280-
Fonte completa do material: dc.identifierhttps://doi.org/10.1016/j.cor.2025.107000-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/capes/1027735-
Descrição: dc.descriptionThis study explores the parallel tempering method, an approach that has shown promising results in simulation and is suited for modern multiprocessor platforms. Though relatively unexplored in operations research, the algorithm has significant potential. The study evaluates a newly developed single-node CPU-based parallel implementation of parallel tempering in three case studies involving challenging operations research problems. The evaluation considers both the quality of solutions and response time. The study also proposes an API containing the implementation of multi-core parallel tempering to encourage its use and facilitate future implementations. Evaluation results confirm the effectiveness of parallel tempering, demonstrating significant performance against state-of-the-art methods.-
Formato: dc.formatapplication/pdf-
Idioma: dc.languageen-
Direitos: dc.rightsrestrito-
Palavras-chave: dc.subjectMetaheuristics-
Palavras-chave: dc.subjectParallel metaheuristics-
Palavras-chave: dc.subjectParallel tempering-
Palavras-chave: dc.subjectSimulated annealing-
Palavras-chave: dc.subjectHigh performance computing-
Título: dc.titleRevisiting the parallel tempering algorithm : high-performance computing and applications in operations research.-
Aparece nas coleções:Repositório Institucional - UFOP

Não existem arquivos associados a este item.