| Registro completo |
| Provedor de dados: |
Agronomy
|
| País: |
Brazil
|
| Título: |
Fuzzy control systems for decision-making in cultivars recommendation
|
| Autores: |
Carneiro, Vinícius Quintão
Prado, Adalgisa Leles do
Cruz, Cosme Damião
Carneiro, Pedro Crescêncio Souza
Nascimento, Moysés
Carneiro, José Eustáquio de Souza
|
| Data: |
2018-05-15
|
| Ano: |
2018
|
| Palavras-chave: |
Feijão comum adaptabilidade e estabilidade inteligência computacional. common bean
Adaptability and stability
Computational intelligence.
|
| Resumo: |
The objective of the present study was to propose fuzzy control systems to support the recommendation of cultivars of different agronomic crops. Grain yield data from 23 lines and 2 cultivars of red bean were used to evaluate the applicability of these controllers. Genotypes were evaluated in nine environments in the Zona da Mata region, Minas Gerais State, Brazil. Using the parameters of Eberhart and Russell analysis, fuzzy controllers were developed with the Mamdani and Sugeno inference systems. Analyses of adaptability and stability were carried out by the method of Eberhart and Russell. The parameters obtained for each genotype were submitted to the respective controllers. There were significant genotypes x environments interaction, which justified the necessity of performing an adaptability and stability analysis. For both controllers (Mamdani and Sugeno), seven lines presented general adaptability, while only one presented adaptability to unfavorable environments. It was also found that both inference systems were useful for developing controllers that had the aim of recommending cultivars. Thus, it was noted that fuzzy control systems have the potential to identify the behavior of bean genotypes.
|
| Tipo: |
Info:eu-repo/semantics/article
|
| Idioma: |
Inglês
|
| Identificador: |
http://periodicos.uem.br/ojs/index.php/ActaSciAgron/article/view/39314
10.4025/actasciagron.v40i1.39314
|
| Editor: |
Universidade Estadual de Maringá
|
| Relação: |
http://periodicos.uem.br/ojs/index.php/ActaSciAgron/article/view/39314/pdf
|
| Formato: |
application/pdf
|
| Fonte: |
Acta Scientiarum. Agronomy; v. 40 (2018): Publicação Contínua; e39314
Acta Scientiarum. Agronomy; v. 40 (2018): Publicação Contínua; e39314
1807-8621
1679-9275
|
| Direitos: |
Direitos autorais 2018 Acta Scientiarum. Agronomy
|
