A hybrid case-based model for forecasting
Fecha de publicación
Informa UK Limited
Applied Artificial Intelligence. Volumen 15 (2), pp. 105-127. Informa UK Limited.
An investigation is described into the application of artificial intelligence to forecasting in the domain of oceanography. A hybrid approach to forecasting the thermal structure of the water ahead of a moving vessel is presented which combines the ability of a case-based reasoning system for identifying previously encountered similar situations and the generalizing ability of an artificial neural network to guide the adaptation stage of the case-based reasoning mechanism. The system has been successfully tested in real time in the Atlantic Ocean; the results obtained are presented and compared with those derived from other forecasting methods.
0883-9514 (Print) / 1087-6545 (Online)
- Untitled