A utilização de meta-heurísticas em séries temporais fuzzy para utilização em séries com excessos de zero
Carregando...
Arquivos
Data
2023-03-10
Autores
Título da Revista
ISSN da Revista
Título de Volume
Editor
Universidade Estadual Paulista (Unesp)
Resumo
O presente estudo investigou séries temporais fuzzy com excessos de zeros, empregando técnicas metaheurísticas, e comparou seus resultados de eficiência com diversos modelos propostos na literatura. Para isso, realizou-se uma revisão abrangente da literatura, com o propósito de identificar o estado da arte na área e modelos que pudessem ser implementados e comparados. Foi avaliada uma série de dados proveniente de uma indústria transformadora de madeira, tendo como objetivo direto aprimorar a eficiência da utilização de matéria-prima (madeira), visando racionalizar o impacto ambiental decorrente do processo de fabricação de paletes.
This study examined fuzzy time series with excess zeros using metaheuristic optimization techniques, and compared their efficiency results with various models proposed in the literature. To achieve this, a comprehensive review of the literature was conducted to identify the current state-of-the-art in the field and models that could be implemented and compared. The study entailed an evaluation of a series of data obtained from a wood manufacturing industry, with the direct objective of enhancing the efficiency of raw material (wood) utilization, thereby striving to rationalize the environmental impact caused by the pallet manufacturing process.
This study examined fuzzy time series with excess zeros using metaheuristic optimization techniques, and compared their efficiency results with various models proposed in the literature. To achieve this, a comprehensive review of the literature was conducted to identify the current state-of-the-art in the field and models that could be implemented and compared. The study entailed an evaluation of a series of data obtained from a wood manufacturing industry, with the direct objective of enhancing the efficiency of raw material (wood) utilization, thereby striving to rationalize the environmental impact caused by the pallet manufacturing process.
Descrição
Palavras-chave
Lógica difusa, Análise de séries temporais, Impacto ambiental, Fuzzy logic, Time series analysis, Environmental impact