Determination of fuzzy relations for economic fuzzy time series models by neural networks

In: Computing and Informatics, vol. 22, no. 5

Dušan Marček

Detaily:

Rok, strany: 2003, 457 - 471

Kľúčové slová:

Fuzzy time series models, fuzzy bank rules, product-space clustering, fuzzy controllers, neural networks

O článku:

Based on the works /11, 22, 27/ a fuzzy time series model is proposed and applied to predict chaotic financial process. Thwe general methodological framework of classical and fuzzy modelling of economic time series is considered. A complete fuzzy time series modellling approach is proposed which includes: determining and developing of fuzzy time series models, developing and calculating of fuzzy relations among the observations, calculating and interpreting the outputs. To generate fuzzy rules from data, the neural network with SCL-based product-space clustering is used.

Ako citovať:

ISO 690:

Marček, D. 2003. Determination of fuzzy relations for economic fuzzy time series models by neural networks. In Computing and Informatics, vol. 22, no.5, pp. 457-471. 1335-9150.

APA:

Marček, D. (2003). Determination of fuzzy relations for economic fuzzy time series models by neural networks. Computing and Informatics, 22(5), 457-471. 1335-9150.